{"as_of":"2026-08-23T14:21:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:969d1995a8a44546984dde60bfeec88da63f09f7d5d76979f644c39c63f33962","coverage":[{"denominator":13,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":13,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-10T21:43:16.708581Z","state":"measured"},{"denominator":13,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":13,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-23T06:30:58.430688+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/2501.04149/citation-record","integrity":"/paper/2501.04149/integrity","json":"/paper/2501.04149/citation-record.json","paper":"/paper/2501.04149"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:43:16.661102Z","title":"Delay in multi-link operation in ns-3: Validation and impact of traffic splitting,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.661102Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:99bc9b2c036705dcd5e8db6f6843619ed4f39cf926c0f28da7c5db77844da1b4","observation_id":"7dd30229-c164-4818-beb6-1bdc31aa3cf0","resolution":{"observed_at":"2026-08-10T21:43:16.661102Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:43:17.030608Z","title":"Model-free dynamic traffic steering for multi-link operation in ieee 802.11be,","venue":null,"work_id":"8f2ce8ba-5bd8-4079-abf1-ba3ad9441e5c","year":2024},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.665792Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:da057b882839653bbd2b44fd4df8c4586a546ce5f2bd4a29bf7ea5625e95da83","observation_id":"61d991de-2153-4caa-9271-9f07ce3ec5ab","resolution":{"observed_at":"2026-08-10T21:43:17.035498Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-10T21:43:17.016909Z","title":"Ieee 802.11be network throughput optimization with multilink operation and ap controller,","venue":null,"work_id":"f26daff2-206f-4496-8c3c-771990855c8d","year":2024},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.669839Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:ff5474c5070731ad2a345aef7c0662bb68bb7fc5786fd7c21ae523ee2ab7bb07","observation_id":"0822f687-a4f6-4a4e-9024-d442220c6807","resolution":{"observed_at":"2026-08-10T21:43:17.021751Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-10T21:43:17.003688Z","title":"Enhanced multilink single-radio operation for the next-generation ieee 802.11 be wi-fi systems,","venue":null,"work_id":"e927cf45-1d3d-41be-83b4-a908dc01d874","year":2022},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.673790Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:2dd0f95f063ff83cecb92d60bdf7e7a4db698207169be9ece8f749cc80e5ca77","observation_id":"ba2f9c40-5340-4cfb-8d7c-0194bf6d4bbf","resolution":{"observed_at":"2026-08-10T21:43:17.008346Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-10T21:43:16.975568Z","title":null,"venue":null,"work_id":"c4728ce8-b46f-4100-9e6b-32ef0d9e3209","year":null},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.682046Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:fd3ddda132a5f983796487aa1bf57e1d0432e378e3766499e5168aa57373c284","observation_id":"3c49adf4-4537-4397-85df-7c304fa66046","resolution":{"observed_at":"2026-08-10T21:43:16.979787Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-10T21:43:16.962908Z","title":null,"venue":null,"work_id":"c3ab8cea-483f-42b7-8a62-0b837bc83b3b","year":null},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.685900Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:6527cafc87cfaee9f145d3d052bff95bb4e0d4adbe7a838bf4229e2910fb5101","observation_id":"d19921e0-324f-477f-a942-2446c920b770","resolution":{"observed_at":"2026-08-10T21:43:16.966832Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-10T21:43:16.950413Z","title":"Performance of 802.11be wi-fi 7 with multi-link operation on ar applications,","venue":null,"work_id":"33d69bd4-97e0-4948-8a8f-52c0abdefd37","year":2023},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.689504Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:c67fd6a788b4d8f9d4c934cd7deaaaa6bb52e4a70ead1df12f41ebf1d95c2dca","observation_id":"9461469b-5aed-47b4-88d6-fc8fc171633f","resolution":{"observed_at":"2026-08-10T21:43:16.954498Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-10T21:43:16.938537Z","title":"Wi-fi multi-link operation: An experimental study of latency and throughput,","venue":null,"work_id":"6f2853c3-2e85-4bee-bae7-5be0ed338875","year":2024},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.693289Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:b43639106d442ce494f84989f06b9315dd06740fc9197c387799a0d7e2b6ba51","observation_id":"601bb228-7a6e-4d66-9d81-e78aff36090d","resolution":{"observed_at":"2026-08-10T21:43:16.942424Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-10T21:43:16.926003Z","title":"Networks","venue":null,"work_id":"7518e85b-42f9-4de8-995a-a9d21b402d9f","year":null},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.696974Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:3ea820556efa3d1e49a09f4372ac2cde8e19c8f9dedc4596491feea54cb3bd7e","observation_id":"42752444-789b-40cc-9f85-845250f09fcc","resolution":{"observed_at":"2026-08-10T21:43:16.930883Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"9400.33894","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T21:43:16.846580Z","title":"Ns3-ai: Fostering artificial intelligence algorithms for networking research,","venue":null,"work_id":"b3f6a70f-30de-47a3-8f33-80473bf4eadc","year":2020},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.700575Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:da0f39dab8ea6a4f3618c0bfb435d4ebccf94189a8befa7fe9f128c75b2b051f","observation_id":"dd1c0d19-45de-4df4-aae2-992cc844a798","resolution":{"observed_at":"2026-08-10T21:43:16.855361Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2304.14720","last_updated":"2023-04-28T09:39:10Z","snapshot_observed_at":"2026-08-16T15:37:02.267496Z","submitted_at":"2023-04-28T09:39:10Z","title":"A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks","version":1},"cited_work":{"arxiv_id":"2304.14720","doi":null,"metadata_source":"pith","pith_arxiv_id":"2304.14720","snapshot_observed_at":"2026-08-10T21:43:16.760244Z","title":"A Federated Reinforcement Learning Framework for Link Activation in Multi-link Wi-Fi Networks","venue":"cs.NI","work_id":"001ac26c-c66e-4596-a737-c1889456079c","year":2023},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.704252Z"},"links":{"cited_paper":"/paper/2304.14720","citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:f2ed35a30275bc6849e1decc4c5d421bbb24f8706cb4b00391f6e8269d2268fb","observation_id":"2cafe79e-80f0-4021-a8e0-7c50d44a23db","resolution":{"observed_at":"2026-08-10T21:43:16.764684Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2307.05419","last_updated":"2023-07-11T16:35:04Z","snapshot_observed_at":"2026-08-16T15:17:03.578737Z","submitted_at":"2023-07-11T16:35:04Z","title":"Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning","version":1},"cited_work":{"arxiv_id":"2307.05419","doi":null,"metadata_source":"pith","pith_arxiv_id":"2307.05419","snapshot_observed_at":"2026-08-10T21:43:16.739116Z","title":"Channel Selection for Wi-Fi 7 Multi-Link Operation via Optimistic-Weighted VDN and Parallel Transfer Reinforcement Learning","venue":"cs.NI","work_id":"eda592bc-28af-43a8-93af-523f21b81bcf","year":2023},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.708581Z"},"links":{"cited_paper":"/paper/2307.05419","citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:30e0533397619d509fbd8ab6944f920831077bcfe2b3a0e1b4183296b99701e9","observation_id":"16e990f6-6405-4ee6-a7d5-b79ef50e65dc","resolution":{"observed_at":"2026-08-10T21:43:16.746095Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+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":"2026-08-10T21:43:16.989428Z","title":"Available: https://onlinelibrary.wiley.com/doi/abs/10","venue":null,"work_id":"3a4f1916-e0b9-42fd-82ba-4bdfd9e6f7f3","year":2022},"citing_paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO","version":1},"reference_index":2022,"source":"pdf_text","source_observed_at":"2026-08-10T21:43:16.678015Z"},"links":{"citing_paper":"/paper/2501.04149"},"observation_digest":"sha256:50b97188454dcd020995de196a271b4efd2efb877e9d230b7d44b50825ae2269","observation_id":"0774bf30-cb9d-42b0-bd2a-41f10520bf93","resolution":{"observed_at":"2026-08-10T21:43:16.993896Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2501.04149","last_updated":"2025-01-07T21:33:42Z","latest_version":1,"primary_category":"cs.NI","snapshot_observed_at":"2026-08-10T23:15:50.623132Z","submitted_at":"2025-01-07T21:33:42Z","title":"Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO"},"reference_resolution":{"displayed":13,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":3,"verified_exact":2,"verified_fuzzy":7},"total_outbound_references":13},"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":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"thesis":"As of 23 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2501.04149."}