{"as_of":"2026-08-08T05:53:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:0ef22bdd3252a5a3ff6e0c7bcfa5fe5b0ecadc4f53c92404571cb2ff7a94260f","coverage":[{"denominator":64,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":64,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T12:03:55.586624Z","state":"measured"},{"denominator":64,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":64,"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/2506.00834/citation-record","integrity":"/paper/2506.00834/integrity","json":"/paper/2506.00834/citation-record.json","paper":"/paper/2506.00834"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:04:12.406343Z","title":"http://www.tpc.org/ tpch/","venue":null,"work_id":"fe074197-d30b-4a62-8303-3212ceebc34b","year":2001},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:46.358507Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:d760b6e0bc94af41d9a6a0dd945823a374cd16753e9ef8d1fa6acba3bb2388da","observation_id":"5029c12d-1dc1-480e-8d0f-3f17bc08e0e4","resolution":{"observed_at":"2026-08-07T12:04:12.567268Z","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":"2026-08-07T12:04:12.138526Z","title":"https://www.nsnam.org/","venue":null,"work_id":"2abec81b-20fe-4e86-ab14-47a3227acd4a","year":2023},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:46.426478Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:75c7b11ab59b4d19b4b11ab1947876ccfc801539c3cc690a110e0b7f1c99d73a","observation_id":"b1774a16-31bc-4f11-861a-6a2b4304ced6","resolution":{"observed_at":"2026-08-07T12:04:12.306835Z","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":"2026-08-07T12:04:11.824908Z","title":"https://cloud.google.com/tpu/","venue":null,"work_id":"9efc17b0-aca4-475c-917a-42d66d559c12","year":2024},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:46.569448Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:c6dd4bc10a2dfc6e5675a289b3c881f578a26cfba4158b843d68b1d432dd14c7","observation_id":"d6f7f485-239f-453d-8270-1255a6351738","resolution":{"observed_at":"2026-08-07T12:04:11.994536Z","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":"2026-08-07T12:04:11.523801Z","title":"https://www.run.ai/guides/ cloud-deep-learning/google-tpu","venue":null,"work_id":"7c766dd5-c2fc-4061-925d-ac4ac10f7e46","year":2024},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:46.853718Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:ffa8811ee294f619a40b2922393294b707a196a3c79c2dd7a106b75ccc66ecdb","observation_id":"ded2ed5f-6d43-4622-afcb-59652a63f380","resolution":{"observed_at":"2026-08-07T12:04:11.643284Z","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":"2026-08-07T12:04:11.199457Z","title":null,"venue":null,"work_id":"78bdf93d-c4fe-47f7-bed7-3078bf2ebf8b","year":null},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:47.063937Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:914858758fc9c53ca39e8914c924398c2002748772669b95f19b61e22b9b315c","observation_id":"b55cc078-6b25-4999-ab2c-829d8d9abfe0","resolution":{"observed_at":"2026-08-07T12:04:11.389910Z","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":"2026-08-07T12:04:10.476000Z","title":null,"venue":null,"work_id":"666e33b7-f10f-4362-9e26-feba957992cc","year":null},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:47.299121Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:7c16305bba5e6bdd642ccf03fc98b1572497e0834a98f5b548da6131ca686f0c","observation_id":"eb96c106-e748-4b5a-b7a4-dd4c9d9b24cc","resolution":{"observed_at":"2026-08-07T12:04:10.696364Z","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":"2026-08-07T12:04:10.047692Z","title":"https://www.broadcom.com/ blog/new-trident-3-switch-delivers-\\ smarterprogrammability-for-enterprise-\\ and-service-provider-datacenters , 2024","venue":null,"work_id":"d15cfee8-fb67-490f-af07-6cfa847a2683","year":2024},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:47.516446Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:0fe3bd557683611bd2107f7b7ad4255945b4cb6acee825379093456b686dacef","observation_id":"c87492c6-22d0-4499-b6b2-6c1e7e9b830e","resolution":{"observed_at":"2026-08-07T12:04:10.270188Z","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":"product-releases/2372840","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:03:55.975020Z","title":null,"venue":null,"work_id":"fd3d7a5a-3a7a-4ec6-a24f-15d22d741ea9","year":2024},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:47.396434Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:ff3b82fe77605afa4810eb6350e226b162d21fd27ecb60b1ccb70f1021392693","observation_id":"ec816ed8-bd7e-4d77-a8b5-1dc8fb8e980c","resolution":{"observed_at":"2026-08-07T12:03:56.129744Z","resolver_source":"raw_fallback","status":"verified_exact"},"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":"2026-08-07T12:04:09.549051Z","title":"https://www.intel","venue":null,"work_id":"9cb836ca-9f4a-41c3-9ac8-e2ab7208521c","year":2024},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:47.858117Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:3ebd242ab5725806d9c88226dc9115f701fabf2cc51dc6f9aaca243f77f80d28","observation_id":"64b70df6-ecb7-402a-9cb4-2bf356dd14e9","resolution":{"observed_at":"2026-08-07T12:04:09.617938Z","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":"2026-08-07T12:04:09.733136Z","title":"https://www.nvidia.com/en-us/ data-center/rtx-server-gaming/","venue":null,"work_id":"8ed320b2-0432-4fd6-a5d4-6080dbe46beb","year":2024},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:47.708907Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:3a6cabd060ced675b19056135e3833e2b045b6087cd09eb0e88d560e96faba59","observation_id":"62708986-c057-44fd-b914-0ce62571b098","resolution":{"observed_at":"2026-08-07T12:04:09.877397Z","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":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-07T12:03:48.072859Z","title":"Gpt-4 technical report","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:48.072859Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:456b35233e3b543e20957c0be617d225174a217887e98b17304dcb49c49acd36","observation_id":"97fcc41e-252f-4948-a82c-581d5b822b9e","resolution":{"observed_at":"2026-08-07T12:03:48.072859Z","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":"2026-08-07T12:04:09.368614Z","title":"High performance datacen- ter networks: Architectures, algorithms, and opportuni- ties","venue":null,"work_id":"085df77e-728b-46bc-8970-fc8b970fc812","year":2022},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:47.979674Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:4b93c1e606972136b6c7d52f6c555e71cda4aa9124a28bcb66a08bc670bab737","observation_id":"65359723-1746-48e4-aab3-fe606092f1ed","resolution":{"observed_at":"2026-08-07T12:04:09.457749Z","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":"2026-08-07T12:04:08.983240Z","title":"pfabric: Minimal near-optimal datacenter transport","venue":null,"work_id":"f05ab5ca-027a-4868-b99a-85a23a7b231c","year":2013},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:48.308870Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:3ec552316387d7d527707ff41a23d0a80599e8d87d7f7154eebcb06c173f4e80","observation_id":"45b231c7-4093-41a0-b0c9-61e83bf55da1","resolution":{"observed_at":"2026-08-07T12:04:09.102503Z","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":"2026-08-07T12:04:09.162179Z","title":"Data center tcp (dctcp)","venue":null,"work_id":"6133eb09-0bf1-4682-94a8-ac4e82adc2e1","year":2010},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:48.192723Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:a27442a901b4529f880bb37f8602d6c470a1baca1c4304f5f4f4e246552d3ada","observation_id":"d8b7aa27-8bd1-441b-aa80-b9f9850d3f7e","resolution":{"observed_at":"2026-08-07T12:04:09.259220Z","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":"2026-08-07T12:04:08.590234Z","title":"The data- center as a computer: An introduction to the design of warehouse-scale machines","venue":null,"work_id":"24700c0c-a4e7-4a9d-bc44-d55cc832b1c5","year":2022},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:48.562905Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:29ff0c100ef52e515b9bf2c2353fce13ae42f02e21fa5df506dc01f2f585a36c","observation_id":"76932474-367e-483b-a03e-c9dd80e9b618","resolution":{"observed_at":"2026-08-07T12:04:08.691757Z","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":"2026-08-07T12:04:08.778252Z","title":"Centralized and distributed algorithms for routing and weighted max- min fair bandwidth allocation","venue":null,"work_id":"75e2d11c-5308-4d6e-9b74-69b7a812cd1b","year":2008},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:48.457621Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:060c4149829a31680efe4c9a555903480ed46d623c93c51f4b993525bf9f3dde","observation_id":"3b4e336e-1c52-4bd7-966b-4b7dc9f3349e","resolution":{"observed_at":"2026-08-07T12:04:08.861352Z","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":"2026-08-07T12:04:07.950996Z","title":"Predictable memory-cpu co-scheduling with support for latency- sensitive tasks","venue":null,"work_id":"73ea71cf-b520-47d2-8892-e43b3f3fe082","year":2020},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:48.827324Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:194dd995d0f9123cca220c9560a8c20c2e45e6d8f4e3ebbbb7beaba491540aae","observation_id":"9b2b6b21-1db5-4d1a-aedf-4127ffbfc72b","resolution":{"observed_at":"2026-08-07T12:04:08.113869Z","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":"2026-08-07T12:04:08.321127Z","title":"Wf/sup 2/q: worst-case fair weighted fair queueing","venue":null,"work_id":"1559c056-a4b3-459f-aade-783697ca7cbd","year":1996},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:48.645649Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:d33694db512dee85595baac4f75f1eb496e8d84edc3fb1bbebca5ecee93c28d0","observation_id":"d2bdd3b7-8b0c-4718-8ab4-072ce5d5dede","resolution":{"observed_at":"2026-08-07T12:04:08.445531Z","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":"2026-08-07T12:04:07.265983Z","title":"Effi- cient coflow scheduling with varys","venue":null,"work_id":"e30f7465-c3e0-43d9-b001-ee419fefaf40","year":2014},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:49.058743Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:dccad1cb6dda2a1581345cabac2d7715a9dcab36eaaccfe51daa0eb40b776cd7","observation_id":"cb2ad6cd-000e-4960-a4ad-8dc63d51b353","resolution":{"observed_at":"2026-08-07T12:04:07.415710Z","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":"2026-08-07T12:04:07.595826Z","title":"Efficient coflow scheduling without prior knowledge","venue":null,"work_id":"f1b7c9db-c189-4087-a9cd-baafefed08a5","year":2015},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:48.936694Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:b59b02a754ead4d4283c2cb24d06b3fc61b03114c9258eec569bab53f5a7d3e2","observation_id":"c5f914c9-977a-405b-b7e2-fc809ebe0d82","resolution":{"observed_at":"2026-08-07T12:04:07.782884Z","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":"2026-08-07T12:04:06.413681Z","title":"Analysis and simulation of a fair queueing algorithm","venue":null,"work_id":"16511357-7e46-4f4c-8ce8-552335d1351c","year":1989},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:49.212870Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:dadd2d02fe7ec59a5f238627c86c87fb3f07da634f770138a8a228ef89c6264a","observation_id":"e41691df-e471-417b-a202-3ff64e665353","resolution":{"observed_at":"2026-08-07T12:04:06.624436Z","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":"2026-08-07T12:04:06.814650Z","title":"Differentiated end-to-end internet services using a weighted propor- tional fair sharing tcp","venue":null,"work_id":"3353e31e-2261-42c8-b79d-1dfc59749d8c","year":1998},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:49.134473Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:e03e3db8a18aa52c23d2097403cb00c9dfac96463de1425acefb965be536a543","observation_id":"3858c642-a19b-4aa5-9d3d-ba45fd5d5876","resolution":{"observed_at":"2026-08-07T12:04:07.053537Z","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":"2026-08-07T12:04:05.968870Z","title":"A self-clocked fair queueing scheme for broadband applications","venue":null,"work_id":"ceb5d45f-c6ce-4b63-ace2-f13ddfabbb51","year":1994},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:49.519498Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:377c5baf01f707c2bf09cc52da697bb240be2f34f22b29975700a9cdb8579f0f","observation_id":"9df07a03-6dc8-4b1b-a686-1c09ef85b013","resolution":{"observed_at":"2026-08-07T12:04:06.122836Z","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":"2026-08-07T12:04:06.148989Z","title":"Gearbox: A hierarchical packet sched- uler for approximate weighted fair queuing","venue":null,"work_id":"2b63daaa-a2f0-465d-8d5e-a7da862870be","year":2022},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:49.381899Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:b3c82afead9a86b4cae14d5cda35a8a0fe2cce954840c1df971761b562a7556c","observation_id":"900c4ca2-26ba-4faf-94fd-6c6565dade87","resolution":{"observed_at":"2026-08-07T12:04:06.250763Z","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":"2026-08-07T12:04:05.410310Z","title":"Queues don’t matter when you can jump them! In 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI 15) , pages 1–14, 2015","venue":null,"work_id":"2d51f3c2-6814-4d11-b9c6-1e0f1c760fee","year":2015},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:49.759888Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:558d438f8e75ec3db7e289550ebca475cde66d8114dc975fa041189aedf733b3","observation_id":"475559f4-02c9-4700-85b5-a108a46aa046","resolution":{"observed_at":"2026-08-07T12:04:05.561630Z","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":"2026-08-07T12:04:05.669938Z","title":"The compar- ison of microservice and monolithic architecture","venue":null,"work_id":"21d5510c-40d8-43ae-ad79-8de707dc8122","year":2020},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:49.649290Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:4f7461867bf04731a25ec015a81d31873e46a71174f3c3de97989ebd79978756","observation_id":"05a51d9b-7c21-44f9-8cbd-2aa2f41b5cb5","resolution":{"observed_at":"2026-08-07T12:04:05.803430Z","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":"2026-08-07T12:04:04.959350Z","title":"Secondnet: a data center network virtu- alization architecture with bandwidth guarantees","venue":null,"work_id":"74ab2cf2-73a9-401b-9098-dd4e7e184092","year":2010},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:50.045933Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:feb43fcb7a1c5832a5e9df1491a5b2b815c2f906b1ea488be674232d319f6064","observation_id":"b40e15d0-dbd0-4a83-94a4-b2e6232748c2","resolution":{"observed_at":"2026-08-07T12:04:05.016799Z","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":"2026-08-07T12:04:05.136417Z","title":"Serving {DNNs} like clockwork: Performance predictability from the bottom up","venue":null,"work_id":"beb79d6c-d9d4-45a4-a8b7-acb574482ee3","year":2020},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:49.917274Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:80f2f2326c9538b4d0164608e1922653a3ed2c55f1b9e591bfab25fc89532877","observation_id":"a9c0f16c-ee80-44d4-982c-98019d00e4a8","resolution":{"observed_at":"2026-08-07T12:04:05.242904Z","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":"2026-08-07T12:04:04.340599Z","title":"Priority-based parameter propagation for distributed dnn training","venue":null,"work_id":"e27a7af8-e907-43f7-adff-02c0440c53ab","year":2019},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:50.255347Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:dcf07b14085ae28913dc3b31848f419bf794dfe5fb67f0f07db28a029468f828","observation_id":"ac31a0f1-91b4-4bed-9c32-88a662b50dc1","resolution":{"observed_at":"2026-08-07T12:04:04.490199Z","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":"2026-08-07T12:04:04.655478Z","title":"Tictac: Accelerating distributed deep learn- ing with communication scheduling","venue":null,"work_id":"98775fd9-8db7-4fe7-95c9-905424edfcf8","year":2019},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:50.181547Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:7b714882f081620e91dc1e2b72e505c3aefa34b4ebbccd21a07f883fec3fb289","observation_id":"75ac1388-d07f-4f06-98fe-abd36a7093a9","resolution":{"observed_at":"2026-08-07T12:04:04.885775Z","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":"2026-08-07T12:04:03.597396Z","title":"Datacenter {RPCs} can be general and fast","venue":null,"work_id":"44df1844-0d6d-4d73-a22d-1873e7bd6a5c","year":2019},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:50.480980Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:01d8e4219594263b953cc3bc1d15bce7f742c4189410cad6af491ef59d23083b","observation_id":"96d64638-eb86-4439-9411-c0ae438891cb","resolution":{"observed_at":"2026-08-07T12:04:03.752927Z","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":"2026-08-07T12:04:03.917535Z","title":"High speed networks need proactive congestion control","venue":null,"work_id":"20adeab3-6247-49e2-9747-616edb99f0d3","year":2015},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:50.382061Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:cc0bfbad1f50d379e4a95a88d3ea19eaa5991b2502029d53da95e58e35afac0d","observation_id":"5a11155a-35fa-4d82-a3a2-62d74d3e6974","resolution":{"observed_at":"2026-08-07T12:04:04.138243Z","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":"2026-08-07T12:04:03.029805Z","title":"Swift: Delay is simple and effective for congestion control in the datacenter","venue":null,"work_id":"a4b660ce-a23a-4469-bc19-cfb8baf54565","year":2020},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:50.753471Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:29fe1ad9df465ea12bc14cde3176973beddd9f27b8330b3bad85a7f958b63696","observation_id":"1b185749-905d-4a34-8488-082ac8d3ca24","resolution":{"observed_at":"2026-08-07T12:04:03.094843Z","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":"2026-08-07T12:04:03.244883Z","title":"Bwe: Flexible, hierarchical bandwidth allocation for wan distributed computing","venue":null,"work_id":"1b0b0596-e509-401f-9c6c-4615a12a33e1","year":2015},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:50.654901Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:90821adbc8f7d763b413408f85d48e0b93d284da4a8d51235eee48771b3e7ea8","observation_id":"4dbbb9fc-c59b-4b08-9f14-86d7dc853ed7","resolution":{"observed_at":"2026-08-07T12:04:03.396831Z","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":"2026-08-07T12:04:02.653095Z","title":"Hpcc: High precision congestion control","venue":null,"work_id":"36d9a9ab-bf5c-48ae-a8f5-61c063c51403","year":2019},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:51.043122Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:cbac7e2ff2b4c1e46aa14e1a8759d273ee928a0720c964538f568c647b3d7344","observation_id":"817d1111-1b27-41c0-9f02-4e00812eee80","resolution":{"observed_at":"2026-08-07T12:04:02.728752Z","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":"2026-08-07T12:04:02.827612Z","title":"Netshare: Virtualizing data center networks across services","venue":null,"work_id":"c954b399-c0e3-4dad-a11a-a352e9481b40","year":2010},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:50.899619Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:452382be84f36601a7f548331812d06ad912bbccf35e78f082c684b0fb8688d8","observation_id":"5baa4444-2305-430b-ab2a-107b2706f6b7","resolution":{"observed_at":"2026-08-07T12:04:02.918486Z","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":"2026-08-07T12:04:02.306522Z","title":"Resource allocation and scheduling in cloud computing: Policy and algorithm","venue":null,"work_id":"67b7e7f6-745e-4ba9-9c70-36fd14536fb1","year":2014},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:51.401144Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:884b84f8671e7b25f6d80196a325471cdc8faaa3302c81741700f31f804ac921","observation_id":"d5709454-8282-4822-aed9-340c43f93d17","resolution":{"observed_at":"2026-08-07T12:04:02.389945Z","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":"2026-08-07T12:04:02.465405Z","title":"Joint offloading and scheduling decisions for dag applications in mobile edge computing","venue":null,"work_id":"dbae89c7-fc2a-4b99-8d74-c259d030a7f0","year":2021},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:51.242428Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:aad3863128421a11d693a316b15e3a3e982ff33b6d4b8ed5afb7ee1ecdb07c3a","observation_id":"94fe49e6-c20a-4da1-8489-76d5273d1d32","resolution":{"observed_at":"2026-08-07T12:04:02.548363Z","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":"2026-08-07T12:04:01.916764Z","title":"Timely: Rtt-based congestion control for the dat- acenter","venue":null,"work_id":"7db49cfe-60d1-4f6e-8324-13315808a6d7","year":2015},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:51.786331Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:bf2ce06b85f6ff2104c3c25b9e6c211e59fcb652f00b09f8d9d8247cd76209b6","observation_id":"ed5669dc-74e6-4193-b911-434ffa1fcbf7","resolution":{"observed_at":"2026-08-07T12:04:02.028617Z","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":"2026-08-07T12:04:02.130988Z","title":"Priority service and max-min fairness","venue":null,"work_id":"d4332639-dd19-48c9-9eff-31ee85b75035","year":2002},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:51.563910Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:415ca6e0d1cba062576c5aa8732b413e1fbe1beb1d2b660918f4b652c96a8e68","observation_id":"bb513734-99ae-434c-afd4-abe63ddd3495","resolution":{"observed_at":"2026-08-07T12:04:02.223351Z","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":"2026-08-07T12:04:01.436773Z","title":"Scalable hardware priority queue architectures for high- speed packet switches","venue":null,"work_id":"6ab29d1c-e81a-47ef-b0fa-5b0e7b832499","year":2000},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:52.145681Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:ba16a191165e685d3ff9adeced3f0bc60f29899d8a67ec1701ede20f3706b8df","observation_id":"6cf7a75b-35ae-45f9-9f4a-cf48f0973c2e","resolution":{"observed_at":"2026-08-07T12:04:01.585379Z","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":"2026-08-07T12:04:01.715203Z","title":"Homa: A receiver-driven low- latency transport protocol using network priorities","venue":null,"work_id":"82f885ec-a7d6-4efd-8ae8-b329750786c6","year":2018},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:51.974550Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:01732dd5688f9919b2c06d8ee65b5d0efa793df0867321b69f9cbafa83b88bd4","observation_id":"8e29dfc7-32b5-4b69-8665-3b8e3d8147ed","resolution":{"observed_at":"2026-08-07T12:04:01.814311Z","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":"2026-08-07T12:04:00.850246Z","title":"Scaling memcache at facebook","venue":null,"work_id":"cffe7a5c-c6d3-4b98-926f-0dfac6e33ad4","year":2013},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:52.440167Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:01a9778e7fa3cd5ae6a3d12cc314c98627f0aa48dd8305c4f62c09cfc8e42271","observation_id":"7b781a5b-8dc9-4bc2-8ae9-20d10ac5f22a","resolution":{"observed_at":"2026-08-07T12:04:00.989721Z","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":"2026-08-07T12:04:01.145080Z","title":"Numfabric: Fast and flexible bandwidth allocation in dat- acenters","venue":null,"work_id":"50db3d2d-6cb9-4f0f-89c7-6625f202e863","year":2016},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:52.277116Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:0fccc8e6bd8ece84739974168611766d8e2bfb4bc0f2806c7326d3b1dd27b7e0","observation_id":"d59ba49c-8469-457f-ae09-78606fc6245a","resolution":{"observed_at":"2026-08-07T12:04:01.277106Z","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":"2026-08-07T12:04:00.344620Z","title":"Efficient flow scheduling in dis- tributed deep learning training with echelon formation","venue":null,"work_id":"e52df569-e7e8-44f7-985e-ec713ef5d9d7","year":2022},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:52.728427Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:94ca45e143162e3e5880582ab2b182e9d4219d2861ab9ba0edec59d608866cdd","observation_id":"ee854b9b-6535-4693-8e42-65971ddb8627","resolution":{"observed_at":"2026-08-07T12:04:00.442396Z","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":"2026-08-07T12:04:00.574906Z","title":"Global weighted scheduling and allocation algorithms","venue":null,"work_id":"c880f184-fcf0-4744-93d0-122e76a2b848","year":1992},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:52.585567Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:ca6805b72032f5ca154a1227df33a1b17275669d25f5d5935b3ab40b030a8bab","observation_id":"14a94349-50ac-4cfc-9aad-4d449278b5c2","resolution":{"observed_at":"2026-08-07T12:04:00.723958Z","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":"2026-08-07T12:03:59.829492Z","title":"A generic communication scheduler for distributed dnn training acceleration","venue":null,"work_id":"dfa4496b-ec25-4f1d-84f2-9860aa1f9b07","year":2019},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:53.099159Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:6df206ac9660f8de6625f2486f6dfbc654826a2fb802d18daceebe6fa7bbad3f","observation_id":"746b1f8b-a83a-4470-ba18-a736eef30805","resolution":{"observed_at":"2026-08-07T12:03:59.948278Z","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":"2026-08-07T12:04:00.105549Z","title":"A generalized processor sharing approach to flow control in integrated services networks: the single-node case","venue":null,"work_id":"fadaf8ef-6d22-4521-b999-706a4dd1d65a","year":1993},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:52.931712Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:d70c0b4ab140e3aafe19efa429938c38f70868c1d9b5812b098302ec08400d86","observation_id":"a5eab73c-e57b-4c39-8f12-7647ad3d2264","resolution":{"observed_at":"2026-08-07T12:04:00.248394Z","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":"2026-08-07T12:03:59.442021Z","title":"Inside the social network’s (dat- acenter) network","venue":null,"work_id":"31217e55-a6b1-4000-8a9e-d5f5b0c66ca6","year":2015},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:53.403301Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:f66a5f11ad8d5e73bc987f15d9d260af13c00199249659dc96fc3bdc238637c3","observation_id":"ab90aa1f-6b8f-4b7d-9f6a-707ec9f06e81","resolution":{"observed_at":"2026-08-07T12:03:59.537915Z","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":"2026-08-07T12:03:59.621666Z","title":"Dynamic scheduling of task graphs in multi-fpga systems using critical path","venue":null,"work_id":"e32f69d1-06ab-4ed4-8cf5-9394b35803cc","year":2021},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:53.242971Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:e797917771fb2803396958892ac10d1fba60274d7ebc77ed535fe8c58a70e47b","observation_id":"bf38b285-7739-4166-8e2a-1954b3f83cdb","resolution":{"observed_at":"2026-08-07T12:03:59.731357Z","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":"2026-08-07T12:03:59.025452Z","title":"Sharing the data center network","venue":null,"work_id":"433ef1ce-479e-4eeb-a97e-844e99c1318d","year":2011},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:53.707979Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:cf799c4a3152cd3ff368d62d3d3387a09a3c55e8bd2976ccbbb0c201a4769290","observation_id":"6fd4d596-d18d-40c4-bf50-c281166083ff","resolution":{"observed_at":"2026-08-07T12:03:59.136467Z","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":"2026-08-07T12:03:59.236805Z","title":"Approximating fair queueing on reconfigurable switches","venue":null,"work_id":"2f09607f-878a-4aab-bb59-d89e31d39b1e","year":2018},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:53.553589Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:fe30454b8f2686184d5a6a57214a18693f8ca5f9994bc9f3cf34ad0704f90f88","observation_id":"399b5b60-1731-4dd4-b09e-60203d4d93e7","resolution":{"observed_at":"2026-08-07T12:03:59.318236Z","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":"2026-08-07T12:03:58.460761Z","title":"Dapper, a large- scale distributed systems tracing infrastructure","venue":null,"work_id":"6b5e5b61-7bc9-4276-a615-417cf4bcc24e","year":2010},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:54.063617Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:83820a10dabfc0c663ef2177ff109e9863607497ad0b7fd293620c1009086480","observation_id":"d2027770-211f-493f-a4fd-c8a2bc153332","resolution":{"observed_at":"2026-08-07T12:03:58.594068Z","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":"2026-08-07T12:03:58.733572Z","title":"Effi- cient fair queueing using deficit round robin","venue":null,"work_id":"4a6ae197-b216-466b-bc2a-09a508cd4ef7","year":1995},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:53.891878Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:37edc82d0be38bf040805e86a5c0718e21051e13498460588f63df331299e020","observation_id":"b730114d-ebf8-428d-be3a-f25f2325895d","resolution":{"observed_at":"2026-08-07T12:03:58.885854Z","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":{"arxiv_id":"2302.13971","last_updated":"2023-02-27T17:11:15Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-02-27T17:11:15Z","title":"LLaMA: Open and Efficient Foundation Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2302.13971","snapshot_observed_at":"2026-08-07T12:03:54.486545Z","title":"Llama: Open and efficient foundation language models","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:54.486545Z"},"links":{"cited_paper":"/paper/2302.13971","citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:6c721d49aba929c6369188160fe0637ba99cd1d54f665f3e5a2d032e9b290c89","observation_id":"3452bb40-ac05-4942-b110-142a3a6fff5e","resolution":{"observed_at":"2026-08-07T12:03:54.486545Z","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":"2026-08-07T12:03:58.203045Z","title":"Programmable packet scheduling at line rate","venue":null,"work_id":"d599f371-e92a-48bc-8631-da88dc89b843","year":2016},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:54.270049Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:a8ac5599e54f664db9002321ba786696cb3f90b8a017ac8e63a8f748a04bdefa","observation_id":"06d8ca68-f313-4061-a5a0-a80dec2d399d","resolution":{"observed_at":"2026-08-07T12:03:58.280689Z","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":"2026-08-07T12:03:57.822817Z","title":"Infrastructure cost comparison of running web applications in the cloud using aws lambda and monolithic and microservice architectures","venue":null,"work_id":"72435bb3-1476-400a-b108-dbbf3930d64b","year":2016},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:54.775093Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:7c66c02be464ccc6b3a70267510df9ecc4a5ff438366094f1707bfff9051ec65","observation_id":"385eee67-379a-4f96-b686-3fb03cdeff6d","resolution":{"observed_at":"2026-08-07T12:03:57.889262Z","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":"2026-08-07T12:03:57.996567Z","title":"Deadline-aware datacenter tcp (d2tcp)","venue":null,"work_id":"01b02cb4-145a-4c20-8a9c-8a22b4e74d91","year":2012},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:54.634679Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:a92c7354aaae7b1a0e535687ec7899de4298b425abe185bd165c4073eb097c0c","observation_id":"6f0a0dc9-1dd8-4711-b823-b2d2d8612de0","resolution":{"observed_at":"2026-08-07T12:03:58.099918Z","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":"2026-08-07T12:03:57.175303Z","title":"Ce- binae: scalable in-network fairness augmentation","venue":null,"work_id":"a4afeaec-c98d-4d0a-b357-ef1fe6605a22","year":2022},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:55.097079Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:5479796846493fe38a84d922f1a851dfee547bb1978ebdaa57afc5a64c394448","observation_id":"3311ebe1-9448-406f-ae86-1b00e18af7a5","resolution":{"observed_at":"2026-08-07T12:03:57.294165Z","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":"2026-08-07T12:03:57.478272Z","title":"Mxdag: A hybrid abstraction for emerging applications","venue":null,"work_id":"19671d76-294f-4914-b326-96f6b4189eba","year":2021},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:54.925019Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:a6e45cef922ee3e61d7edf2ce530aa0a70e627f7079e36b8557d163c4d5e7150","observation_id":"dce8f57c-fc7f-4cf9-82b3-94d225cb5656","resolution":{"observed_at":"2026-08-07T12:03:57.669171Z","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":"2026-08-07T12:03:56.719875Z","title":"Congestion control for large-scale rdma deploy- ments","venue":null,"work_id":"e2e0c3c5-3fbd-4211-bf7e-fcc9c4130968","year":2015},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:55.411775Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:7f3fdf102025394f473a7f5c0c1fba6f5133bb3e923cc6ef5ed899e364ca68de","observation_id":"dde46a11-5c9c-4062-b36d-dc2e0ba27b4a","resolution":{"observed_at":"2026-08-07T12:03:56.854595Z","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":"2026-08-07T12:03:56.941236Z","title":"Programmable packet scheduling with a single queue","venue":null,"work_id":"161dc219-63ca-453a-8408-88626f80aaa8","year":2021},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:55.242658Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:eb20c4476786bccccf2d8e6cc06fe86d78d27a352c28078d2023984a4c3fa248","observation_id":"214867c4-9ec5-4cf8-a8b3-851562c8075f","resolution":{"observed_at":"2026-08-07T12:03:57.018539Z","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":"2026-08-07T12:03:56.342790Z","title":"weighted max-min fair","venue":null,"work_id":"e894bb9c-ca4b-43f5-9ab6-6d6dd05c0873","year":2016},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:55.586624Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:732caf38052848b7736ccd99501d166734e4d2f3b201babdf40d3ae19794e450","observation_id":"d4963265-0fbf-41bb-905c-71f0f0a780fe","resolution":{"observed_at":"2026-08-07T12:03:56.561319Z","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":"2026-08-07T12:04:10.854875Z","title":null,"venue":null,"work_id":"ab013abc-b549-400c-8ce7-2c94e01b71d6","year":null},"citing_paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale","version":2},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-07T12:03:47.204824Z"},"links":{"citing_paper":"/paper/2506.00834"},"observation_digest":"sha256:00fe0f65f4ac87e0e1d7cd044c91975a08292f80935038430821588571b76fb9","observation_id":"be04a945-9a66-40a0-b8a9-42da89289a28","resolution":{"observed_at":"2026-08-07T12:04:11.038163Z","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"}}],"paper":{"arxiv_id":"2506.00834","last_updated":"2025-06-05T07:05:08Z","latest_version":2,"primary_category":"cs.NI","snapshot_observed_at":"2026-08-07T11:54:48.885215Z","submitted_at":"2025-06-01T04:51:18Z","title":"S\\\"{o}ze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale"},"reference_resolution":{"displayed":64,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":5,"verified_exact":1,"verified_fuzzy":58},"total_outbound_references":64},"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 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2506.00834."}