{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:DRKBU23U3UV56HXOCHQXEC57X2","short_pith_number":"pith:DRKBU23U","canonical_record":{"source":{"id":"2608.01668","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-08-03T04:04:00Z","cross_cats_sorted":[],"title_canon_sha256":"3934ae54d45bbf269951b9c4ada059a383a374335670ed46ac9652f64dd83577","abstract_canon_sha256":"b8eed916ce6c79a48ebaac026194238626026386b5bf11d7b2a2c4aa75047366"},"schema_version":"1.0"},"canonical_sha256":"1c541a6b74dd2bdf1eee11e1720bbfbea882706bd6d10d772fd458123165e08c","source":{"kind":"arxiv","id":"2608.01668","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.01668","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"arxiv_version","alias_value":"2608.01668v1","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.01668","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"pith_short_12","alias_value":"DRKBU23U3UV5","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"pith_short_16","alias_value":"DRKBU23U3UV56HXO","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"pith_short_8","alias_value":"DRKBU23U","created_at":"2026-08-04T02:06:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:DRKBU23U3UV56HXOCHQXEC57X2","target":"record","payload":{"canonical_record":{"source":{"id":"2608.01668","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-08-03T04:04:00Z","cross_cats_sorted":[],"title_canon_sha256":"3934ae54d45bbf269951b9c4ada059a383a374335670ed46ac9652f64dd83577","abstract_canon_sha256":"b8eed916ce6c79a48ebaac026194238626026386b5bf11d7b2a2c4aa75047366"},"schema_version":"1.0"},"canonical_sha256":"1c541a6b74dd2bdf1eee11e1720bbfbea882706bd6d10d772fd458123165e08c","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-04T02:06:22.874209Z","signature_b64":"Lc/4ROu79ESFg48f5YNq5W9CcQOoJIgKhCiOpqOXFzQ5Ot3CCedW9Y3z42YOBQvux0FHKuPz157WoWc+o3UQCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1c541a6b74dd2bdf1eee11e1720bbfbea882706bd6d10d772fd458123165e08c","last_reissued_at":"2026-08-04T02:06:22.872601Z","signature_status":"signed_v1","first_computed_at":"2026-08-04T02:06:22.872601Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2608.01668","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":"2026-08-04T02:06:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"jUXQcHBRKp97eaQIknYSw4miP6s2E8WlCNb/a9ENgnQLnHF894A2Z1SKcuUi5OyB1Iv0sKgyo2V4i7k3uP9RBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T09:54:20.011446Z"},"content_sha256":"3a557c532fba28a662e579725c3b612d86ebfa5cfbf9101063fc07a68bdc2e80","schema_version":"1.0","event_id":"sha256:3a557c532fba28a662e579725c3b612d86ebfa5cfbf9101063fc07a68bdc2e80"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:DRKBU23U3UV56HXOCHQXEC57X2","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"LEO-Aware DRL Meta-Scheduler for 5G Non-Terrestrial Network Slicing","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"and Carlos A. Astudillo, Edmundo Madeira, Edward Hinojosa, Tiago P. C. de Andrade, V\\'ictor Vilchez","submitted_at":"2026-08-03T04:04:00Z","abstract_excerpt":"The integration of Low Earth Orbit (LEO) Non-Terrestrial Networks (NTNs) into 5G and upcoming 6G architectures introduces various challenges, including severe propagation delays, ultra-high base station mobility, and channel non-stationarity, complicating radio resource management of heterogeneous network slices. In this paper, we propose a deep reinforcement learning (DRL) meta-scheduler for twin-timescale resource allocation. Our solution adopts a decoupled Open Radio Access Network (RAN) architecture, in which a strategic 100 ms meta-scheduler selects scheduling policies for the different n"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.01668","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2608.01668/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"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":"2026-08-04T02:06:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ho9KllTqNwO2hJe1brObKJbaulvj/fixCckKYTVs9cPGkABAquW00HLdfZIQuwaluaOco0SWrTvYUj+u3G7sBQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T09:54:20.012349Z"},"content_sha256":"52a898d627cea9f822808a246475824551bb8d06398ff029b932e3c1b0d5ded3","schema_version":"1.0","event_id":"sha256:52a898d627cea9f822808a246475824551bb8d06398ff029b932e3c1b0d5ded3"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DRKBU23U3UV56HXOCHQXEC57X2/bundle.json","state_url":"https://pith.science/pith/DRKBU23U3UV56HXOCHQXEC57X2/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DRKBU23U3UV56HXOCHQXEC57X2/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":"2026-08-05T09:54:20Z","links":{"resolver":"https://pith.science/pith/DRKBU23U3UV56HXOCHQXEC57X2","bundle":"https://pith.science/pith/DRKBU23U3UV56HXOCHQXEC57X2/bundle.json","state":"https://pith.science/pith/DRKBU23U3UV56HXOCHQXEC57X2/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DRKBU23U3UV56HXOCHQXEC57X2/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:DRKBU23U3UV56HXOCHQXEC57X2","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":"b8eed916ce6c79a48ebaac026194238626026386b5bf11d7b2a2c4aa75047366","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-08-03T04:04:00Z","title_canon_sha256":"3934ae54d45bbf269951b9c4ada059a383a374335670ed46ac9652f64dd83577"},"schema_version":"1.0","source":{"id":"2608.01668","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2608.01668","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"arxiv_version","alias_value":"2608.01668v1","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2608.01668","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"pith_short_12","alias_value":"DRKBU23U3UV5","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"pith_short_16","alias_value":"DRKBU23U3UV56HXO","created_at":"2026-08-04T02:06:22Z"},{"alias_kind":"pith_short_8","alias_value":"DRKBU23U","created_at":"2026-08-04T02:06:22Z"}],"graph_snapshots":[{"event_id":"sha256:52a898d627cea9f822808a246475824551bb8d06398ff029b932e3c1b0d5ded3","target":"graph","created_at":"2026-08-04T02:06:22Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2608.01668/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The integration of Low Earth Orbit (LEO) Non-Terrestrial Networks (NTNs) into 5G and upcoming 6G architectures introduces various challenges, including severe propagation delays, ultra-high base station mobility, and channel non-stationarity, complicating radio resource management of heterogeneous network slices. In this paper, we propose a deep reinforcement learning (DRL) meta-scheduler for twin-timescale resource allocation. Our solution adopts a decoupled Open Radio Access Network (RAN) architecture, in which a strategic 100 ms meta-scheduler selects scheduling policies for the different n","authors_text":"and Carlos A. Astudillo, Edmundo Madeira, Edward Hinojosa, Tiago P. C. de Andrade, V\\'ictor Vilchez","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-08-03T04:04:00Z","title":"LEO-Aware DRL Meta-Scheduler for 5G Non-Terrestrial Network Slicing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2608.01668","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":"sha256:3a557c532fba28a662e579725c3b612d86ebfa5cfbf9101063fc07a68bdc2e80","target":"record","created_at":"2026-08-04T02:06:22Z","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":"b8eed916ce6c79a48ebaac026194238626026386b5bf11d7b2a2c4aa75047366","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-08-03T04:04:00Z","title_canon_sha256":"3934ae54d45bbf269951b9c4ada059a383a374335670ed46ac9652f64dd83577"},"schema_version":"1.0","source":{"id":"2608.01668","kind":"arxiv","version":1}},"canonical_sha256":"1c541a6b74dd2bdf1eee11e1720bbfbea882706bd6d10d772fd458123165e08c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1c541a6b74dd2bdf1eee11e1720bbfbea882706bd6d10d772fd458123165e08c","first_computed_at":"2026-08-04T02:06:22.872601Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-04T02:06:22.872601Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Lc/4ROu79ESFg48f5YNq5W9CcQOoJIgKhCiOpqOXFzQ5Ot3CCedW9Y3z42YOBQvux0FHKuPz157WoWc+o3UQCg==","signature_status":"signed_v1","signed_at":"2026-08-04T02:06:22.874209Z","signed_message":"canonical_sha256_bytes"},"source_id":"2608.01668","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3a557c532fba28a662e579725c3b612d86ebfa5cfbf9101063fc07a68bdc2e80","sha256:52a898d627cea9f822808a246475824551bb8d06398ff029b932e3c1b0d5ded3"],"state_sha256":"3c03f41a5ba53680f741444b974b9cc974e4afdd067f62a992686d6d04756b15"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"L3l/gcJwaNo3RPJe3SgCrb3agLUahEpkRSId3QAhEiWFLfHvjEqQzy5TXPno1esdSz5DhtYUsY2ihjAMjzEqBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T09:54:20.017771Z","bundle_sha256":"eb5833e9f17c4c49fd68f52d2b3e776e77fae8d0bac6c2b55647f5b0208c921d"}}