{"as_of":"2026-08-08T06:20:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:38d8223372cb3a40dcafae2dd655d2e99d43e29482c532165a0b0c71c814fd2d","coverage":[{"denominator":70,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":70,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T10:16:20.725822Z","state":"measured"},{"denominator":70,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":70,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2506.05836/citation-record","integrity":"/paper/2506.05836/integrity","json":"/paper/2506.05836/citation-record.json","paper":"/paper/2506.05836"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.354010Z","title":"Serverless computing: economic and architectural impact","venue":null,"work_id":"6f428c08-b165-4242-91f6-b25cc481a7c2","year":2017},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.532091Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:560bd6a872dcfc1c7af2497313518e1e27596e866139f248869af9e12fd470b2","observation_id":"0da1b022-3c1a-46df-a26a-90c857ab1e25","resolution":{"observed_at":"2026-08-07T10:16:21.356854Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.345959Z","title":"Optimiz- ing inference serving on serverless platforms.Proceedings of the VLDB Endowment, 15(10), 2022","venue":null,"work_id":"14fa17ca-f0e8-4ea9-8bb0-8f167c4450bb","year":2022},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.535639Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:4b8fb34d77ea2eaf0bd7a4090195c348c4e34f12dc979a54c9dff3a44c0f167a","observation_id":"6e211d0e-3e13-4167-899d-3f05832f666a","resolution":{"observed_at":"2026-08-07T10:16:21.348766Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.337353Z","title":"Determining the total cost of ownership: comparing serverless and server-based technologies","venue":null,"work_id":"73e76fad-c0f1-4fef-a554-76c3d7a23348","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.539459Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:62278e17ec5d6548da5f6e372f9c4575547ac95df7a891605c70c23546438774","observation_id":"609be7a9-ebf1-44de-8fa2-6254fcb9ffc0","resolution":{"observed_at":"2026-08-07T10:16:21.340371Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.328996Z","title":"using a microbenchmark to compare function as a service solutions","venue":null,"work_id":"65023285-b11c-4562-b1d6-a3c79d171246","year":2018},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.542384Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:3aa8d7704c317b97f722595e53b65478e5298acaa22edf03961e3692a3a17827","observation_id":"0f5ce6f5-3426-4519-be55-7ff834156361","resolution":{"observed_at":"2026-08-07T10:16:21.331798Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.320764Z","title":"Result- as-a-service (raas): Persistent helper functions in a serverless offering","venue":null,"work_id":"9a1ef3f1-be3b-4572-8c56-9e18039a512a","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.545186Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:3eaea8fd4bf0e575bf372ad30cd1bc4a72241c7f9e8b1fd14cb4f578e7cd5416","observation_id":"5cd32f18-dad8-4b89-8add-4b40dc2e6e2d","resolution":{"observed_at":"2026-08-07T10:16:21.323504Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.312451Z","title":"Serverless on machine learning: A systematic mapping study.IEEE Access, 10:99337–99352, 2022","venue":null,"work_id":"ba296fc3-3d1d-476a-b641-829064a0135b","year":2022},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.548179Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:3e79c317a4211dee677e5814769bc4f1d1bdef8166152321c845173a642e8d06","observation_id":"13cba9f8-5e32-4902-8e94-11ab5d5edf6d","resolution":{"observed_at":"2026-08-07T10:16:21.315204Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.304352Z","title":"Experimental analysis of the application of serverless computing to iot platforms.Sensors, 21(3):928, 2021","venue":null,"work_id":"5c21131f-be1b-456a-9609-d58c637c43f7","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.551144Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:bfffd6fbd23ec5bcd606c5e91419c5611d1bac7a89d16ccffe3ef0e15e7c70b1","observation_id":"ff7492f6-297c-44f4-94f7-188b726e3556","resolution":{"observed_at":"2026-08-07T10:16:21.307205Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.296346Z","title":null,"venue":null,"work_id":"e1195d65-c9f8-4c2b-87a6-aef9554fa1e7","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.554221Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:d5c8d912c3f9066c460e3db86ccbc2d21c2256d4b31115176bf580450bd2f2d1","observation_id":"dfa92b23-fc63-424b-b527-206572d387b7","resolution":{"observed_at":"2026-08-07T10:16:21.299096Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.288351Z","title":"Investigating performance and cost in function-as-a-service platforms","venue":null,"work_id":"1d0aa65f-cbe8-4e04-98c5-0a587517ca8b","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.556941Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:e30d1a5ee80813666fb707df9a5113bf0439efc8d10c4501781b1a45822e5099","observation_id":"65b79321-24d5-4218-9133-b2b09185d4d8","resolution":{"observed_at":"2026-08-07T10:16:21.291080Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.279867Z","title":"Cost-efficient serverless inference serving with joint batching and multi-processing","venue":null,"work_id":"ad4853e2-689b-460e-9680-7bcb116699e0","year":2023},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.559716Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:07c65a2bda71366067a1c2c0962abe23c9dd6f0b5cb24ed01ab81edd9d8b6bb7","observation_id":"ce3e75b5-c4dc-40c5-9d65-e039c98af73a","resolution":{"observed_at":"2026-08-07T10:16:21.282733Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.271097Z","title":"Wukong: a scalable and locality-enhanced framework for serverless parallel computing","venue":null,"work_id":"37721d2f-1311-406f-a2e2-982199a62154","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.562263Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:4924ba039e9616541a8aa188885adb7e01b096b4dfe060b56934df75bdd99278","observation_id":"44657d18-bf02-4234-9397-4cf9711a88a0","resolution":{"observed_at":"2026-08-07T10:16:21.273840Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.261997Z","title":"Serverless computing for internet of things: A systematic literature review.Future Generation Computer Systems, 128:299–316, 2022","venue":null,"work_id":"71087b45-915e-46a0-81ef-5f18d45a3bca","year":2022},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.565378Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:681a3a46b62cf74df93dfb14d095f0dddc9d9bec82ee7044b570eafe8b6f7f2a","observation_id":"4fe00bc6-7c0e-4ff4-aaf8-f8fd50108574","resolution":{"observed_at":"2026-08-07T10:16:21.265762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.253947Z","title":"Serverless data processing: Use cases and best practice-increasing use of serverless for data processing tasks","venue":null,"work_id":"7863f936-35a2-4be8-8802-5485730c175e","year":2022},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.567940Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:9c52d7b1757dc2ff740e00056889809e3a633e1e68dcfb5c8be6149d03a2e66d","observation_id":"473a2c11-514f-4fb5-b924-c03ac9c5dee2","resolution":{"observed_at":"2026-08-07T10:16:21.256733Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.245681Z","title":"Modelling and implementation of humanoid robot behaviour.Procedia computer science, 112:2249–2258, 2017","venue":null,"work_id":"8c9c127f-117d-4d2e-9b3b-a2ee2e398f1a","year":2017},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.570947Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:9955304335c668adfb8b544e5fc9aa89569420863767bfbb502a9f2655d40283","observation_id":"a41155d5-871e-4ef6-bd2d-ad24f0edfe6d","resolution":{"observed_at":"2026-08-07T10:16:21.248424Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.237334Z","title":"Serverless ai: Democratizing machine learning with cloud functions.Journal of Informatics Education and Research, 2(1):22–35, 2022","venue":null,"work_id":"3af08c18-4a9a-4c30-83e7-ebb7b1f6377a","year":2022},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.573700Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:b3652eb6025d2440db2fd33330c7122e6964436b96bdc3c53c676aba69684852","observation_id":"42ca5771-ebd7-4997-95bc-78a129a92ca6","resolution":{"observed_at":"2026-08-07T10:16:21.240221Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.228543Z","title":"Sizeless: Predicting the optimal size of serverless functions","venue":null,"work_id":"ea2e32aa-e836-4f93-a638-e2b153f02116","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.576306Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:24d485febd970535986073a9004279f1e3d4aec8d65afb89614e177d122ef641","observation_id":"58d1dcaf-0cd6-49cc-bc0a-514716ca404f","resolution":{"observed_at":"2026-08-07T10:16:21.231918Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.219782Z","title":"The state of serverless applications: Collection, characterization, and community consensus.IEEE Transactions on Software Engineering, 48(10):4152–4166, 2021","venue":null,"work_id":"0833df69-cde8-484c-aa71-9f66fadefb1c","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.578809Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:1d98343ce727963acad95d3bf57e71854902a12f524337284b82aad2ef187b21","observation_id":"e89430ba-b9ad-45f7-93e6-c3dcb9612824","resolution":{"observed_at":"2026-08-07T10:16:21.222848Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.211913Z","title":"Be wary of the economics of”” serverless”” cloud computing.IEEE Cloud Computing, 4(2):6–12, 2017","venue":null,"work_id":"38f9ae6b-06f2-4ecc-9f26-95a0a82ea4c9","year":2017},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.581682Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:4cc6501c292f207699396631e35717bc2117551c39ee53212709d5f9916035b4","observation_id":"27c1bc0b-6a59-4ee6-b8c4-2c1198ab8578","resolution":{"observed_at":"2026-08-07T10:16:21.214625Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.203643Z","title":"Costless: Optimizing cost of serverless computing through function fusion and placement","venue":null,"work_id":"b535e978-bb29-43c9-8b8e-c9690adbe6e5","year":2018},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.584700Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:40349b904ffa77b7681910a34c832277ba09efcd9c413c156e7c05d84db467ac","observation_id":"a3c8c0d5-0b6e-48a1-959a-67253f6e99c9","resolution":{"observed_at":"2026-08-07T10:16:21.206422Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.195493Z","title":"Function- as-a-service application service composition: Implications for a natural language processing application","venue":null,"work_id":"b297e995-72a4-4eb1-aa68-e5939c7ab32e","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.587679Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:d507143ba51bb74d1c1e15f38244973f297ea05f43f6f5ab1adad1aebb7146d6","observation_id":"a8e05f35-741f-40a8-b805-1c8d5d55678e","resolution":{"observed_at":"2026-08-07T10:16:21.198427Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.187270Z","title":"V oice-activated solutions for agile retrospective sessions.Procedia Computer Science, 159:2414– 2423, 2019","venue":null,"work_id":"b93ace05-1814-44bb-aadd-f29c80e15ec0","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.590359Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:10f53b14a0e12f9422f7e70e6ce28c6df74c7820935b57eb2997c5284a4af9a9","observation_id":"c5e278c4-e157-4d6b-a2e0-b4a6a8c88c29","resolution":{"observed_at":"2026-08-07T10:16:21.190190Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.178817Z","title":"Usage visualisation for the aws services.Procedia Computer Science, 176:3710–3717, 2020","venue":null,"work_id":"6703b8b0-e056-4bf4-92b7-616935cba01c","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.593646Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:e6c29ff9a01dd9d4936218d2dbecde19b02851936808d21fd50328a61b4abedc","observation_id":"34dc7f97-35e8-42bc-a1fc-fe0bd79f2a84","resolution":{"observed_at":"2026-08-07T10:16:21.181721Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.170313Z","title":"Scheduling mechanisms in serverless computing","venue":null,"work_id":"3b15b915-5999-4320-b487-641b1f66d15a","year":2023},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.596343Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:042d313a5016124722c03c90da8b5f627687aa549a57bf14a5ffd3ef0c025a72","observation_id":"46a33e5b-04dc-4b02-a194-4e47858b0ba6","resolution":{"observed_at":"2026-08-07T10:16:21.173282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.161383Z","title":"A sur- vey on the scheduling mechanisms in serverless computing: a taxonomy, challenges, and trends.Cluster Computing, pages 1–40, 2024","venue":null,"work_id":"c97f3df0-75bf-4679-b338-a005aa73fe9b","year":2024},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.599227Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:39be9720a7fdd969f697550964e1499b90be434e7e9af944f2f2d986c83ae661","observation_id":"9e41d63d-5c19-4119-8fa8-d7b7f4a869ea","resolution":{"observed_at":"2026-08-07T10:16:21.164756Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.153037Z","title":"Spock: Ex- ploiting serverless functions for slo and cost aware resource procurement in public cloud","venue":null,"work_id":"a13a877e-83a7-41a9-9623-47bbf7bd3ac3","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.602148Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:611d35418e90a9d7bd0b2c3db1412b2fe2ce9741d883f29111b036c41558898f","observation_id":"72495130-fd65-4982-99ca-e95228cd5b76","resolution":{"observed_at":"2026-08-07T10:16:21.155993Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.144643Z","title":"Understanding cost dynamics of serverless computing: An empirical study","venue":null,"work_id":"d0ba4b6b-6a76-4f8f-b3e2-9d60e79dea0b","year":null},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.604926Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:1a5212f0d80aa5755bbf1977e3d655da43ac39444475c9a11d59e9ade4331f75","observation_id":"803ad5e6-99a4-42d9-ae59-c9f21721b460","resolution":{"observed_at":"2026-08-07T10:16:21.147632Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.136216Z","title":"Survey on serverless computing.Journal of Cloud Computing, 10:1–29, 2021","venue":null,"work_id":"81d8b9c7-abd2-47db-97fe-263e914ba8d0","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.607690Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:eaed0413366dc311be43e59ff0f1357c16b35d0825be7c5457ddfe72dc6d41f9","observation_id":"a80ce2e8-ff36-44f7-88db-d4cb481f3b29","resolution":{"observed_at":"2026-08-07T10:16:21.139001Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.127867Z","title":"Mitigating cold start problem in serverless computing using predictive pre-warming with machine learning.Computing, 107(1):1–24, 2025","venue":null,"work_id":"a8819d8d-25b3-4fad-a0b9-a8787a961630","year":2025},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.610284Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:a89b526d57deca57595d1148395e3b374e4505f11b0ec7bd3c5aca88307285f2","observation_id":"a8e3d3ac-bb16-4950-9f74-acc3457b1f44","resolution":{"observed_at":"2026-08-07T10:16:21.130738Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.119567Z","title":"An investigation of the impact of language runtime on the performance and cost of serverless functions","venue":null,"work_id":"efeeec08-32fd-4a0b-bae6-d9ef43d96b9e","year":2018},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.613166Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:3ec4efbc37465598fec2537eadca8f90d9709e69a6b68fe585847642e60b6ade","observation_id":"1afd8eef-b926-4962-92fe-0da53c9d5666","resolution":{"observed_at":"2026-08-07T10:16:21.122463Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.110894Z","title":"Acts: autonomous cost- efficient task orchestration for serverless analytics","venue":null,"work_id":"c8abda66-b038-4add-94ce-a7d15a417356","year":null},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.616577Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:2e535d803b8169086d2da422dd5a12e675877c5d9c56d24242306527f3982240","observation_id":"18e822de-f20c-407c-a27f-483e6124d65e","resolution":{"observed_at":"2026-08-07T10:16:21.113878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.102610Z","title":"Amps-inf: Automatic model partitioning for serverless inference with cost efficiency","venue":null,"work_id":"c6f681b3-1fd5-4162-9d3b-0624760f8c14","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.620161Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:f6cf1976227b827a832ea20eedafc7fd47be28c65e82f0268f76a9950143bcef","observation_id":"79b80dd9-9038-4695-9f4e-e498d91065e5","resolution":{"observed_at":"2026-08-07T10:16:21.105459Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.094049Z","title":"A systematic evaluation of machine learning on serverless infrastructure.The VLDB Journal, 33(2):425–449, 2024","venue":null,"work_id":"0bea2d2a-4a81-4aa6-9816-fd5a09fabae8","year":2024},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.623010Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:44316810e76b97f4f9b3fcdc5376d1b40e2cfbfe9d0cdb8fb3d26ab1dadfa45a","observation_id":"946c23a3-d398-46a2-b4f3-39436b7d7a90","resolution":{"observed_at":"2026-08-07T10:16:21.097148Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.085713Z","title":"Server-less cloud computing – an economical solution for business operations","venue":null,"work_id":"dea1f072-0948-48ab-a325-6b0e6d36738c","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.625652Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:6a6d55f3bc2028593a5fec11afc6665cf73a3427e0780efb9904ac95c898ab25","observation_id":"85827eba-16ae-4c42-819b-f68e67e353a5","resolution":{"observed_at":"2026-08-07T10:16:21.088668Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.077373Z","title":"Kitchenham, Tore Dyba, and Magne Jorgensen","venue":null,"work_id":"aae7a591-cce4-403e-b29e-49c6f3f53694","year":2004},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.628049Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:0e9f0ee8aeb2b1054da8460c69750235d57ce4bdc1d995791626f26adab05df8","observation_id":"f396b3e2-ca8e-4c4f-8895-09cc99465946","resolution":{"observed_at":"2026-08-07T10:16:21.080108Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.068749Z","title":"Cloud computing: serverless","venue":null,"work_id":"8aa0d25d-b857-4117-b5f1-60df9dbb074a","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.630875Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:8207a3ab8521a25e74813fd21e6b4bb6f85351c199e5728284631e371e03b6b9","observation_id":"e4203b21-ae29-4bb1-8fcc-cecbe19e957c","resolution":{"observed_at":"2026-08-07T10:16:21.071705Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.059820Z","title":"Serverless computing: state-of-the-art, challenges and opportunities","venue":null,"work_id":"92a583f5-61ed-4fbd-928c-68db2b71aac5","year":2022},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.633444Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:58cf42eb0dfd7bd289594be1d2b9e24cbf6bc17c587387f98561dc5e47166742","observation_id":"e7f87f67-0d66-4fd1-a5d8-243598f9e980","resolution":{"observed_at":"2026-08-07T10:16:21.062877Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.050915Z","title":"A survey of cost optimization in serverless cloud computing","venue":null,"work_id":"64698c66-9bee-4814-8235-fc95c6a5d4bc","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.636147Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:65685adfdde8434402f2bb369e4eb172535d1c2ec2433ff6b1c9ff900eb96aff","observation_id":"02d8af88-c8d9-4c34-a968-aca9094a79dd","resolution":{"observed_at":"2026-08-07T10:16:21.054159Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.042303Z","title":"Optimal pricing for serverless computing","venue":null,"work_id":"5a7e872d-31e3-4496-a82d-cbf6ccdb1efd","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.639000Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:339335d9ef03f597aa1bf4f737f20d0cb4172fa4d6cb1e974b79c9f83eb34902","observation_id":"643f89d4-6005-43cd-b9fe-8d75c409a19b","resolution":{"observed_at":"2026-08-07T10:16:21.045267Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.033613Z","title":"Performance modeling of serverless computing platforms.IEEE Transactions on Cloud Comput- ing, 2020","venue":null,"work_id":"7a024bbb-4781-441f-a4a4-45a78005c1dd","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.641664Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:5b3c35036ee2c74aca9a4a984b648140a0cca457abe116859f0e091c200035a4","observation_id":"6aba8ad9-d9af-4b50-a6d9-f82e64650cc0","resolution":{"observed_at":"2026-08-07T10:16:21.036680Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.023739Z","title":"Bench- marking serverless computing platforms.Journal of Grid Computing, pages 1–19, 2020","venue":null,"work_id":"fbb18e52-9348-4554-8abe-d624968245d3","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.644567Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:02c8bb7ff9aff4e42ca871706e931c00349ab74c5949ef1b941932b32453d085","observation_id":"e9d9f8eb-ca33-426a-b0d3-441434191d65","resolution":{"observed_at":"2026-08-07T10:16:21.027285Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.014027Z","title":"Serverless computing: Design, implementation, and performance","venue":null,"work_id":"5f33d33a-e8a4-4785-bc8d-7d21f925455e","year":2017},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.647372Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:7e00161bbc92605d96396c77d9a263c8283b63667976e9ee1388f908f81e8ae1","observation_id":"e3525959-86b7-470d-999e-817dbc7cce60","resolution":{"observed_at":"2026-08-07T10:16:21.017110Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:21.004170Z","title":"A traffic analysis on serverless computing based on the example of a file upload stream on aws lambda.Big Data and Cognitive Computing, 4(4):38, 2020","venue":null,"work_id":"f85e8032-87ad-45f4-ab9e-6c73f04c769c","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.649969Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:6352593339ca05f179374b91f7fc387b97dc21884e5e8148151eefb2e6a82a81","observation_id":"a3dab19d-31dd-4421-9265-d640add12dbf","resolution":{"observed_at":"2026-08-07T10:16:21.007435Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.995633Z","title":"Sock: Serverless-optimized containers.USENIX Open Access Policy, page 17, 2018","venue":null,"work_id":"b2077fb0-ad52-475a-9fa9-b44d4e25d580","year":2018},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.652642Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:ef92ff5a11489f9df81b87ed1cbcda32011b56957b3a0b0a33d5872c105540f9","observation_id":"8492f902-3ad8-4915-80b9-0d700ded312e","resolution":{"observed_at":"2026-08-07T10:16:20.998456Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.986724Z","title":"Faastest-machine learning based cost and performance faas optimization","venue":null,"work_id":"6db55036-fde4-4c5e-9def-714ce0a08752","year":2018},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.655164Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:84ef0b0f37c3bce410cf02bd3a20bd7595f727e6fb16e9ae7b7a2395e40dc21a","observation_id":"abbfb5dd-7222-4f22-a615-cd733a949102","resolution":{"observed_at":"2026-08-07T10:16:20.989560Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.977664Z","title":"Sustainable serverless computing with cold-start optimization and automatic workflow resource scheduling.IEEE Trans- actions on Sustainable Computing, 2023","venue":null,"work_id":"757b02ee-83e0-4751-8c73-d1819f0ba942","year":2023},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.657640Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:b6648744bb294fd966f7a97c418915e9d51723566367f5b41778108200be20ec","observation_id":"44dc4847-31b2-404b-bda2-86b9d4ba30ad","resolution":{"observed_at":"2026-08-07T10:16:20.980908Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.968701Z","title":"Litmus: Fair pricing for serverless computing.ASPLOS, 2024","venue":null,"work_id":"c267b1f0-bbbc-4284-9f50-99ef8d056eee","year":2024},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.660479Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:dffcea1567d810c711dd01e22100109bcd455d31c68328a5dffc401f8d97a1d5","observation_id":"97784515-942a-427b-b8bf-bcf473d0032f","resolution":{"observed_at":"2026-08-07T10:16:20.971672Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.960050Z","title":"Empirical eval- uation of cold start latency in serverless platforms","venue":null,"work_id":"451f1f3c-f374-4368-a31a-1a0cd73ef820","year":2024},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.663063Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:9d0dbd42b8eb2f85c5b881a68971b3979fc2982648b59c053da9cfc1408a281f","observation_id":"6ead6de8-31b9-4daf-8231-4e7c884272e9","resolution":{"observed_at":"2026-08-07T10:16:20.962925Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.950185Z","title":"Cost efficiency under mixed serverless and serverful deployments","venue":null,"work_id":"b4c39f0e-efb1-4746-a81a-0710d9f1bbd4","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.666317Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:f76c8d8dbf93d28f3ca6bac3767244d9b265f72caaa8dabd0a1a65fd03fd72b9","observation_id":"2a18564b-d1d6-427b-9a81-a99a1dcf5295","resolution":{"observed_at":"2026-08-07T10:16:20.954180Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.941627Z","title":"Mlless: Achieving cost efficiency in serverless machine learning training.Journal of Parallel and Distributed Computing, 183:104764, 2024","venue":null,"work_id":"709ed85c-0dc3-47e7-be1b-4b620c960369","year":2024},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.668873Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:8f1c1c01898b6e6a8b871efc157bd066159b67fcb708551ab76d36c79ba1cf56","observation_id":"e17cdbf1-c7d8-4c9b-b84d-2258295271a3","resolution":{"observed_at":"2026-08-07T10:16:20.944516Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.933329Z","title":"What serverless computing is and should become: The next phase of cloud computing.Communications of the ACM, 64(5):76–84, 2021","venue":null,"work_id":"1d295afd-7600-4fe5-9071-f5799672ad26","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.671405Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:c86b4a1e275b5acea1fd98cb552221e2b4cd9eac553cd50903555c1ddfb14110","observation_id":"ce339fa6-2f6d-4f06-a7d0-dfe693e0d461","resolution":{"observed_at":"2026-08-07T10:16:20.936379Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.924947Z","title":null,"venue":null,"work_id":"5f4b5897-1ef9-4497-8cda-3f1c98da3cfc","year":2022},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.674160Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:24f421375a9167c7a2ce049298c7855d64ca6a78cbcb46339d05ca3d2b733ffd","observation_id":"576b19c6-67d7-4b3a-8572-a729542fe517","resolution":{"observed_at":"2026-08-07T10:16:20.927598Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.916685Z","title":"Enhanc- ing learning experience by collaborative industrial projects","venue":null,"work_id":"d7dd38ec-cc24-4a1e-b2c0-40c574c8b275","year":2016},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.676655Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:72ad2229072d588ad974406f96dd70f40a6d62f288c786efb28988701681377c","observation_id":"86c1331e-2322-430b-87b4-95a057dc3d38","resolution":{"observed_at":"2026-08-07T10:16:20.919591Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.908032Z","title":"Industry-oriented project-based learning of software engineering","venue":null,"work_id":"7870909b-f11d-4c01-affc-30bd03d50201","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.679568Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:5eb7375840f7f10a65b1422f75b55036089b577c47625422966637fde710875a","observation_id":"5ea38a7b-b467-4d5f-ab22-57683187ef13","resolution":{"observed_at":"2026-08-07T10:16:20.911255Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.899530Z","title":"Smi: Stack management interface","venue":null,"work_id":"a048e69b-4fbd-48c7-9ebf-3c90ca5a0b66","year":2018},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.682551Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:7ff32866b7eddec835a9ea5931229d75d6e94f9ce4c0773f007e41e665647f95","observation_id":"32be43c6-0b22-4e41-a6ed-92a3e7c82e9a","resolution":{"observed_at":"2026-08-07T10:16:20.902355Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.890925Z","title":null,"venue":null,"work_id":"d030d13a-8971-4e92-a195-9831dd787382","year":2025},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.685127Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:a023d6a6937a8e3dfbcab714568cfc72e169e01d39a679bb0857e0793f4c3429","observation_id":"dd7085e9-ca86-4da8-aa7a-53ff0702e819","resolution":{"observed_at":"2026-08-07T10:16:20.893747Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.882274Z","title":"Vm2: Automated security configuration and testing of virtual machine images.Procedia Computer Science, 176:3610–3617, 2020","venue":null,"work_id":"baa9ffc0-663f-42bf-89b0-549e6dd692a9","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.687690Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:a65224e4e1c99edb147917b367926adb537a9e9af6f92bd3ab077724e3eb6cd2","observation_id":"fda2b77e-205d-4bc8-be8e-015f96377a65","resolution":{"observed_at":"2026-08-07T10:16:20.885552Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.873716Z","title":"Autonomous systems research embedded in teaching","venue":null,"work_id":"1c02ef1f-e1ab-4d06-b0a1-1460229b368e","year":2017},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.690239Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:666426e490ef447688b1ec4727aa45b99472160cfbe3dc4ca88ef003f0c8f1d8","observation_id":"9b1e9991-e925-478f-812b-a90cc9263089","resolution":{"observed_at":"2026-08-07T10:16:20.876452Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.865033Z","title":"Application of computer vi- sion technologies for automated utility meters reading","venue":null,"work_id":"d12e6d3f-3d67-4ae7-8977-762bc87919d6","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.692754Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:f9f9da64e10efaf311ca2f7827f2a1f17091f8559eb7b2bca56b50252a2cfb53","observation_id":"5838c0ce-6c2b-4564-bb25-dc52531278c7","resolution":{"observed_at":"2026-08-07T10:16:20.868048Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.856214Z","title":"Comparison of computer vision approaches in appli- cation to the electricity and gas meter reading","venue":null,"work_id":"0a17117d-e148-4241-8ab1-56c0da2d73e1","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.695452Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:edd960b2fd10ee5d390baf7e8bf148d5bff97f429cdc4060656f2c954a0d34d1","observation_id":"d27d84bd-af14-4528-b5c5-b714a577ee18","resolution":{"observed_at":"2026-08-07T10:16:20.859219Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.847757Z","title":"Software development for autonomous and social robotics systems","venue":null,"work_id":"7574db5c-f57e-4933-96bc-2b0d0d1e0ec0","year":2018},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.697992Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:39013b9d011aa60fd3bf06c541cdef50863a52dd863105ec66fa3ecf85c5eecd","observation_id":"7d52babe-d15a-4c5d-a838-3a02d6fe6c20","resolution":{"observed_at":"2026-08-07T10:16:20.850680Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.838600Z","title":"Mit- igating cold start problem in serverless computing: A reinforcement learning approach.IEEE Internet of Things Journal, 10(5):3917–3927, 2022","venue":null,"work_id":"6c132085-9c49-4020-8af3-c33fe1de3b70","year":2022},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.700821Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:6afedc4edeab45936c82904034641358b8efcf452639a29fcce3a18670d04f41","observation_id":"a1a334f7-7805-4aa8-b531-8f9d79263b4d","resolution":{"observed_at":"2026-08-07T10:16:20.841720Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.829177Z","title":"Rise of the planet of serverless computing: A systematic review.ACM Transactions on Software Engineering and Methodology, 32(5):1–61, 2023","venue":null,"work_id":"b2e2940d-d4d6-432e-930a-9a28595716d7","year":2023},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.703628Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:5a133de1650c51ecc06973944830fd889e173ad3a37e696ac83cd8ba60860ba8","observation_id":"1537eee7-caea-47fd-82bc-fda3e1037532","resolution":{"observed_at":"2026-08-07T10:16:20.832833Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.820098Z","title":"Making serverless not so cold in edge clouds: A cost-effective online approach.IEEE Transactions on Mobile Computing, 2024","venue":null,"work_id":"2e0b26a0-ac7a-4f5f-bf3d-593b3c1d91c7","year":2024},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.706303Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:c88d4c813876f1ceb3fe21cdce7291ac7368585a7ce28994bf4c9b331c2c193b","observation_id":"2730e0a8-7ec4-43e1-8285-81e66735f9ed","resolution":{"observed_at":"2026-08-07T10:16:20.823302Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.810871Z","title":"Adaptive function launching acceleration in serverless computing platforms","venue":null,"work_id":"d0fd33be-1e4e-4aa2-862d-bf454b723ca5","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.708934Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:27cf8741c42c8c8f299dddef11048c2b663ff7047c9ee13edd170600642f553e","observation_id":"1a99c182-8093-45f5-9509-9cf0343cd59a","resolution":{"observed_at":"2026-08-07T10:16:20.814211Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.801767Z","title":"Project-based learning within ehealth, bioengineering and biomedical engineering application areas.Procedia Computer Science, 192:4952–4961, 2021","venue":null,"work_id":"b18e0245-205a-47f3-8f18-0d7e0f00e603","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.712011Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:bd6ef15b6d532585de43c3438fcf78138bf8452427b2d7022ffe6d9fd1795fe9","observation_id":"3b232553-4138-461f-a63c-c961906ecfcb","resolution":{"observed_at":"2026-08-07T10:16:20.804942Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.792233Z","title":"Gillis: Serving large neural networks in serverless functions with automatic model partitioning","venue":null,"work_id":"1d0f4e77-73e7-41a2-870c-4936e53a27cd","year":null},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.714682Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:b635b4bb46fa943aafc0e1191596819beb383d778c435d34e956e8b34337d7c6","observation_id":"c928cefd-9b17-4b77-8562-9027696b3949","resolution":{"observed_at":"2026-08-07T10:16:20.795371Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.782848Z","title":"Characterizing serverless platforms with serverlessbench","venue":null,"work_id":"cb85c693-354d-487e-b8ca-5399f2aead08","year":2020},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.717599Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:ab63a157e256618b4c66e5e78f3f2d74e4c1a24a35b5ef1c14fad2881262cbc7","observation_id":"4405bb92-b8c6-40a5-a7a9-e008baf470eb","resolution":{"observed_at":"2026-08-07T10:16:20.786033Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.773403Z","title":"Mark: Exploiting cloud services for cost-effective, slo-aware machine learning inference serving","venue":null,"work_id":"73f4dc33-f9a0-4828-8c0b-a326c5f543cc","year":2019},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.720305Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:8b095d17d76e5bbe89d4fb05d03a5811a18eb3c3309dd6d7fb2ad0e1c05a1d07","observation_id":"535baea2-99c1-4815-b5e8-72fbd7d9a10c","resolution":{"observed_at":"2026-08-07T10:16:20.776756Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.764208Z","title":"Faster and cheaper serverless computing on harvested resources","venue":null,"work_id":"73504311-ab99-4fda-a9c5-ef58411c7c06","year":2021},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.722977Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:4ee4a18afd6fa535839ce4744bc807831d9c6c54c141896780ece85b0a385c1d","observation_id":"8acceafc-0d99-4bef-b363-1e67c922bfb6","resolution":{"observed_at":"2026-08-07T10:16:20.767261Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:16:20.752142Z","title":"A map of threats to validity of systematic literature reviews in software engineering","venue":null,"work_id":"b3625d84-39e0-4a2c-b800-9796ac21d59e","year":2016},"citing_paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches","version":1},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T10:16:20.725822Z"},"links":{"citing_paper":"/paper/2506.05836"},"observation_digest":"sha256:da08aab34493f509e281c2a79d751526cef3c96601bf08e4e6f1201a4e446ef9","observation_id":"4e71037e-4ccf-41d9-8438-03faa7dd58fb","resolution":{"observed_at":"2026-08-07T10:16:20.757491Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.05836","last_updated":"2025-06-06T07:58:26Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-07T10:11:02.113504Z","submitted_at":"2025-06-06T07:58:26Z","title":"Analysis of cost-efficiency of serverless approaches"},"reference_resolution":{"displayed":70,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":0,"verified_fuzzy":67},"total_outbound_references":70},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 0 inbound Pith citation observations for arXiv:2506.05836."}