{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2013:62P7CPESM5L63G6SX5MYSPSNMM","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"14f2ff8d05166a311ee63687875792a0d3ca78b8d288e4c401b7232b144acbc5","cross_cats_sorted":["cs.IT","cs.PF","math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2013-01-13T07:49:26Z","title_canon_sha256":"5beab378740732a8449aff5c6b2b4d1106b56a2db4e7f01ecb2f14338299f14c"},"schema_version":"1.0","source":{"id":"1301.2750","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1301.2750","created_at":"2026-05-18T01:17:53Z"},{"alias_kind":"arxiv_version","alias_value":"1301.2750v3","created_at":"2026-05-18T01:17:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1301.2750","created_at":"2026-05-18T01:17:53Z"},{"alias_kind":"pith_short_12","alias_value":"62P7CPESM5L6","created_at":"2026-05-18T12:27:34Z"},{"alias_kind":"pith_short_16","alias_value":"62P7CPESM5L63G6S","created_at":"2026-05-18T12:27:34Z"},{"alias_kind":"pith_short_8","alias_value":"62P7CPES","created_at":"2026-05-18T12:27:34Z"}],"graph_snapshots":[{"event_id":"sha256:6152e3b6b89a82ae11766ae6032ddb10d98c46f7f61b25e3cd0029bda7e628ba","target":"graph","created_at":"2026-05-18T01:17:53Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"It has been known that load unaware channel selection in 802.11 networks results in high level interference, and can significantly reduce the network throughput. In current implementation, the only way to determine the traffic load on a channel is to measure that channel for a certain duration of time. Therefore, in order to find the best channel with the minimum load all channels have to be measured, which is costly and can cause unacceptable communication interruptions between the AP and the stations. In this paper, we propose a learning based approach which aims to find the channel with the","authors_text":"Bjorn Landfeldt, Mehmet Karaca","cross_cats":["cs.IT","cs.PF","math.IT"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2013-01-13T07:49:26Z","title":"Load-aware Channel Selection for 802.11 WLANs with Limited Measurement"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1301.2750","kind":"arxiv","version":3},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:f10bde4719d2147336e0f60fe5a52bbb63f2775abf5d02e5e2b075efa193bc63","target":"record","created_at":"2026-05-18T01:17:53Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"14f2ff8d05166a311ee63687875792a0d3ca78b8d288e4c401b7232b144acbc5","cross_cats_sorted":["cs.IT","cs.PF","math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2013-01-13T07:49:26Z","title_canon_sha256":"5beab378740732a8449aff5c6b2b4d1106b56a2db4e7f01ecb2f14338299f14c"},"schema_version":"1.0","source":{"id":"1301.2750","kind":"arxiv","version":3}},"canonical_sha256":"f69ff13c926757ed9bd2bf59893e4d63311fd2fba7d2e473e31e387d433a125d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f69ff13c926757ed9bd2bf59893e4d63311fd2fba7d2e473e31e387d433a125d","first_computed_at":"2026-05-18T01:17:53.577055Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:17:53.577055Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/hKXiqxZEFLDPwx0HToKYq6MQMS1VNqGhTJF6aGMSx0xHvTTJZG7T2CJpPSlj+CGQfCFdv2SwC4kbHS+IsXCDw==","signature_status":"signed_v1","signed_at":"2026-05-18T01:17:53.577664Z","signed_message":"canonical_sha256_bytes"},"source_id":"1301.2750","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f10bde4719d2147336e0f60fe5a52bbb63f2775abf5d02e5e2b075efa193bc63","sha256:6152e3b6b89a82ae11766ae6032ddb10d98c46f7f61b25e3cd0029bda7e628ba"],"state_sha256":"2fcf80d4c57e17958134535c6aca51a995e648c63a7df7092181894576480f0d"}