{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2015:Y7QWIYUAMJVAE6UOTGBEQ5VXDF","short_pith_number":"pith:Y7QWIYUA","canonical_record":{"source":{"id":"1507.07608","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2015-07-27T23:56:09Z","cross_cats_sorted":[],"title_canon_sha256":"333bef03eb09a6065d35da232fda85063b77a8b36be7175df24a948c1d3f67a4","abstract_canon_sha256":"d3dfa2af02901e33bfa611da6ca68eba34e983eaad1caabb9532e5b8e443c268"},"schema_version":"1.0"},"canonical_sha256":"c7e1646280626a027a8e99824876b71973d77921dc13181d7ecb6243a6f3420d","source":{"kind":"arxiv","id":"1507.07608","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1507.07608","created_at":"2026-05-18T01:36:12Z"},{"alias_kind":"arxiv_version","alias_value":"1507.07608v1","created_at":"2026-05-18T01:36:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1507.07608","created_at":"2026-05-18T01:36:12Z"},{"alias_kind":"pith_short_12","alias_value":"Y7QWIYUAMJVA","created_at":"2026-05-18T12:29:50Z"},{"alias_kind":"pith_short_16","alias_value":"Y7QWIYUAMJVAE6UO","created_at":"2026-05-18T12:29:50Z"},{"alias_kind":"pith_short_8","alias_value":"Y7QWIYUA","created_at":"2026-05-18T12:29:50Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2015:Y7QWIYUAMJVAE6UOTGBEQ5VXDF","target":"record","payload":{"canonical_record":{"source":{"id":"1507.07608","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2015-07-27T23:56:09Z","cross_cats_sorted":[],"title_canon_sha256":"333bef03eb09a6065d35da232fda85063b77a8b36be7175df24a948c1d3f67a4","abstract_canon_sha256":"d3dfa2af02901e33bfa611da6ca68eba34e983eaad1caabb9532e5b8e443c268"},"schema_version":"1.0"},"canonical_sha256":"c7e1646280626a027a8e99824876b71973d77921dc13181d7ecb6243a6f3420d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:36:12.361073Z","signature_b64":"Gtx0I4/FFvLb88RrT/Fr1uGxL1+vGPqFdMRgXz0Kd158iCoOoEMqEIV5Y4OJKHeb9oWp8EtwfbL7Tz3heQk1BA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c7e1646280626a027a8e99824876b71973d77921dc13181d7ecb6243a6f3420d","last_reissued_at":"2026-05-18T01:36:12.360586Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:36:12.360586Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1507.07608","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T01:36:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KAWa8aivdS2jteMT+U9xgbz5M7zgnhTIDG0DsMb+58iUlW9ZbNJJfDT9M9NWeS9UG4rfEH6VYO9ZDaoeE4fhAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T17:10:01.916310Z"},"content_sha256":"7fe6b092f9fba7c6058329c4f6797c65495cfa2ed1a648e57147d919d094527e","schema_version":"1.0","event_id":"sha256:7fe6b092f9fba7c6058329c4f6797c65495cfa2ed1a648e57147d919d094527e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2015:Y7QWIYUAMJVAE6UOTGBEQ5VXDF","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Resource Allocation in Cellular Systems for Applications with Random Parameters","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Ahmed Abdelhadi, Zaid Kbah","submitted_at":"2015-07-27T23:56:09Z","abstract_excerpt":"In this paper, we conduct a study to optimize resource allocation for adaptive real-time and delay-tolerant applications in cellular systems. To represent the user applications via several devices and equipment, sigmoidal-like and logarithm utility functions are used. A fairness proportional utility functions policy approach is used to allocate the resources among the user equipment (UE)s in a utility percentage form and to ensure a minimum level of customer satisfaction for all the subscribers. Meanwhile, the priority of resources allocation is given to the real-time applications. We measure "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1507.07608","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T01:36:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"N1w7PXf4kS8GRxYLbDaRrO9cz+XaMivB8LnN8M/p0r7Bf96eZu2JdH2KONaT7Vp5k9U3CevcViM7uik0HnrNDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-01T17:10:01.916668Z"},"content_sha256":"3a2b755877e586032548022d4301dc80d9cfbb96759e56d221ae459964780210","schema_version":"1.0","event_id":"sha256:3a2b755877e586032548022d4301dc80d9cfbb96759e56d221ae459964780210"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/Y7QWIYUAMJVAE6UOTGBEQ5VXDF/bundle.json","state_url":"https://pith.science/pith/Y7QWIYUAMJVAE6UOTGBEQ5VXDF/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/Y7QWIYUAMJVAE6UOTGBEQ5VXDF/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-06-01T17:10:01Z","links":{"resolver":"https://pith.science/pith/Y7QWIYUAMJVAE6UOTGBEQ5VXDF","bundle":"https://pith.science/pith/Y7QWIYUAMJVAE6UOTGBEQ5VXDF/bundle.json","state":"https://pith.science/pith/Y7QWIYUAMJVAE6UOTGBEQ5VXDF/state.json","well_known_bundle":"https://pith.science/.well-known/pith/Y7QWIYUAMJVAE6UOTGBEQ5VXDF/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:Y7QWIYUAMJVAE6UOTGBEQ5VXDF","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":"d3dfa2af02901e33bfa611da6ca68eba34e983eaad1caabb9532e5b8e443c268","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2015-07-27T23:56:09Z","title_canon_sha256":"333bef03eb09a6065d35da232fda85063b77a8b36be7175df24a948c1d3f67a4"},"schema_version":"1.0","source":{"id":"1507.07608","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1507.07608","created_at":"2026-05-18T01:36:12Z"},{"alias_kind":"arxiv_version","alias_value":"1507.07608v1","created_at":"2026-05-18T01:36:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1507.07608","created_at":"2026-05-18T01:36:12Z"},{"alias_kind":"pith_short_12","alias_value":"Y7QWIYUAMJVA","created_at":"2026-05-18T12:29:50Z"},{"alias_kind":"pith_short_16","alias_value":"Y7QWIYUAMJVAE6UO","created_at":"2026-05-18T12:29:50Z"},{"alias_kind":"pith_short_8","alias_value":"Y7QWIYUA","created_at":"2026-05-18T12:29:50Z"}],"graph_snapshots":[{"event_id":"sha256:3a2b755877e586032548022d4301dc80d9cfbb96759e56d221ae459964780210","target":"graph","created_at":"2026-05-18T01:36:12Z","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, we conduct a study to optimize resource allocation for adaptive real-time and delay-tolerant applications in cellular systems. To represent the user applications via several devices and equipment, sigmoidal-like and logarithm utility functions are used. A fairness proportional utility functions policy approach is used to allocate the resources among the user equipment (UE)s in a utility percentage form and to ensure a minimum level of customer satisfaction for all the subscribers. Meanwhile, the priority of resources allocation is given to the real-time applications. We measure ","authors_text":"Ahmed Abdelhadi, Zaid Kbah","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2015-07-27T23:56:09Z","title":"Resource Allocation in Cellular Systems for Applications with Random Parameters"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1507.07608","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":"sha256:7fe6b092f9fba7c6058329c4f6797c65495cfa2ed1a648e57147d919d094527e","target":"record","created_at":"2026-05-18T01:36:12Z","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":"d3dfa2af02901e33bfa611da6ca68eba34e983eaad1caabb9532e5b8e443c268","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2015-07-27T23:56:09Z","title_canon_sha256":"333bef03eb09a6065d35da232fda85063b77a8b36be7175df24a948c1d3f67a4"},"schema_version":"1.0","source":{"id":"1507.07608","kind":"arxiv","version":1}},"canonical_sha256":"c7e1646280626a027a8e99824876b71973d77921dc13181d7ecb6243a6f3420d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c7e1646280626a027a8e99824876b71973d77921dc13181d7ecb6243a6f3420d","first_computed_at":"2026-05-18T01:36:12.360586Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:36:12.360586Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Gtx0I4/FFvLb88RrT/Fr1uGxL1+vGPqFdMRgXz0Kd158iCoOoEMqEIV5Y4OJKHeb9oWp8EtwfbL7Tz3heQk1BA==","signature_status":"signed_v1","signed_at":"2026-05-18T01:36:12.361073Z","signed_message":"canonical_sha256_bytes"},"source_id":"1507.07608","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7fe6b092f9fba7c6058329c4f6797c65495cfa2ed1a648e57147d919d094527e","sha256:3a2b755877e586032548022d4301dc80d9cfbb96759e56d221ae459964780210"],"state_sha256":"3288ddf93207f92dd0cc130bb3de1f2953bd1caf2a14e0cd8d42e89edc45424e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"L1x46f5TWNhNkKHlxReoy5ikSTsgjtYUWeJr0E6iwipSSIyTt7t30BO+pmYAp6AhuJUN3bSzEYgLPM5TJPmoCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-01T17:10:01.918583Z","bundle_sha256":"b7d71d2fdfe3164fea52db12073d1a28f777efacae58f3c455ed935671e0be7d"}}