{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:PYAQS4LSFZRIGGFX3NHPV6PXRP","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":"1000e712fe1c761bb34639c2b69c06c895a374a361c8a3ef46fcaec0d8d70368","cross_cats_sorted":["cs.IT","cs.MA","math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-27T16:33:45Z","title_canon_sha256":"1eb396077647d9266db62f1d70df9e99a17e7c7f94f94a76dcb49498fb535aa6"},"schema_version":"1.0","source":{"id":"1503.08134","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1503.08134","created_at":"2026-05-18T00:58:10Z"},{"alias_kind":"arxiv_version","alias_value":"1503.08134v1","created_at":"2026-05-18T00:58:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1503.08134","created_at":"2026-05-18T00:58:10Z"},{"alias_kind":"pith_short_12","alias_value":"PYAQS4LSFZRI","created_at":"2026-05-18T12:29:37Z"},{"alias_kind":"pith_short_16","alias_value":"PYAQS4LSFZRIGGFX","created_at":"2026-05-18T12:29:37Z"},{"alias_kind":"pith_short_8","alias_value":"PYAQS4LS","created_at":"2026-05-18T12:29:37Z"}],"graph_snapshots":[{"event_id":"sha256:9da5d28037bbf551d5bdfe8a6b3bcf080a083cf37892b9c51827b0ca61fec2cf","target":"graph","created_at":"2026-05-18T00:58:10Z","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":"In this paper, a novel context-aware approach for resource allocation in two-tier wireless small cell networks~(SCNs) is proposed. In particular, the SCN's users are divided into two types: frequent users, who are regular users of certain small cells, and occasional users, who are one-time or infrequent users of a particular small cell. Given such \\emph{context} information, each small cell base station (SCBS) aims to maximize the overall performance provided to its frequent users, while ensuring that occasional users are also well serviced. We formulate the problem as a noncooperative game in","authors_text":"Ali Khanafer, Tamer Ba\\c{s}ar, Walid Saad","cross_cats":["cs.IT","cs.MA","math.IT"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-27T16:33:45Z","title":"Context-Aware Wireless Small Cell Networks: How to Exploit User Information for Resource Allocation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1503.08134","kind":"arxiv","version":1},"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":"sha256:20a207624ca7b132cf6387050808b6905e1990c248cce0e3c6bc9fb3af8fdf35","target":"record","created_at":"2026-05-18T00:58:10Z","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":"1000e712fe1c761bb34639c2b69c06c895a374a361c8a3ef46fcaec0d8d70368","cross_cats_sorted":["cs.IT","cs.MA","math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-27T16:33:45Z","title_canon_sha256":"1eb396077647d9266db62f1d70df9e99a17e7c7f94f94a76dcb49498fb535aa6"},"schema_version":"1.0","source":{"id":"1503.08134","kind":"arxiv","version":1}},"canonical_sha256":"7e010971722e628318b7db4efaf9f78bfc04fcfa91a70ad0e8f699cfbd2cadbe","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7e010971722e628318b7db4efaf9f78bfc04fcfa91a70ad0e8f699cfbd2cadbe","first_computed_at":"2026-05-18T00:58:10.931121Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:58:10.931121Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"C3Af/UGwMOpluke+7HqI7kuCE+gI+u1z8HKhgjKtoxHrWoRZi9ozgAkMVbmNcW01XZleg7KJy3ydMgQOc6E2Dg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:58:10.931898Z","signed_message":"canonical_sha256_bytes"},"source_id":"1503.08134","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:20a207624ca7b132cf6387050808b6905e1990c248cce0e3c6bc9fb3af8fdf35","sha256:9da5d28037bbf551d5bdfe8a6b3bcf080a083cf37892b9c51827b0ca61fec2cf"],"state_sha256":"ed7b5a3d037134be96044fd923415ec4577599fd73c71bee97687825da038374"}