{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:NBSKPIDOIU3C7FS6W2OXCJPIQH","short_pith_number":"pith:NBSKPIDO","canonical_record":{"source":{"id":"2305.09832","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-05-16T22:19:19Z","cross_cats_sorted":["cs.MA","cs.NI"],"title_canon_sha256":"0815e90892b210d1a9b1b901834908496ca65b3ac3f13f2e67049579b73bdff2","abstract_canon_sha256":"e389897a824714e3a440f31e8aba4688b68f80d040de1bf5d3d3c06457666d6f"},"schema_version":"1.0"},"canonical_sha256":"6864a7a06e45362f965eb69d7125e881c049f590d4f9c0aa85788c87ca169c85","source":{"kind":"arxiv","id":"2305.09832","version":4},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.09832","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"arxiv_version","alias_value":"2305.09832v4","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.09832","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"pith_short_12","alias_value":"NBSKPIDOIU3C","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"pith_short_16","alias_value":"NBSKPIDOIU3C7FS6","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"pith_short_8","alias_value":"NBSKPIDO","created_at":"2026-07-05T11:17:30Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:NBSKPIDOIU3C7FS6W2OXCJPIQH","target":"record","payload":{"canonical_record":{"source":{"id":"2305.09832","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-05-16T22:19:19Z","cross_cats_sorted":["cs.MA","cs.NI"],"title_canon_sha256":"0815e90892b210d1a9b1b901834908496ca65b3ac3f13f2e67049579b73bdff2","abstract_canon_sha256":"e389897a824714e3a440f31e8aba4688b68f80d040de1bf5d3d3c06457666d6f"},"schema_version":"1.0"},"canonical_sha256":"6864a7a06e45362f965eb69d7125e881c049f590d4f9c0aa85788c87ca169c85","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:17:30.528896Z","signature_b64":"VzVQFdrFVMx9WbUmDAXG5nT6C4BqbrbPc1L8+/ASaqTFrVqjlfQnW8v3MFWtQW37fJ15L4DLTA+useP0TT5mAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6864a7a06e45362f965eb69d7125e881c049f590d4f9c0aa85788c87ca169c85","last_reissued_at":"2026-07-05T11:17:30.528405Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:17:30.528405Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2305.09832","source_version":4,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:17:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AHdbQEAsLMSScqWQfggw75Tb1K3cK52L5nx5zUosXMxTs2FuCoDU1lfh+6YusN52+SWDtImH2+kCXt9pHjEFCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T22:03:25.043401Z"},"content_sha256":"c0ae9a9a2f8444ec3498dbeef80c836e56aa04ff825581953b33ce5947990d8e","schema_version":"1.0","event_id":"sha256:c0ae9a9a2f8444ec3498dbeef80c836e56aa04ff825581953b33ce5947990d8e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:NBSKPIDOIU3C7FS6W2OXCJPIQH","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.MA","cs.NI"],"primary_cat":"cs.AI","authors_text":"Chrysa Papagianni, Cyril Shih-Huan Hsu, Danny De Vleeschauwer, Jorge Mart\\'in-P\\'erez, Luca Valcarenghi, Xi Li","submitted_at":"2023-05-16T22:19:19Z","abstract_excerpt":"Cellular Vehicle-to-Everything (C-V2X) is currently at the forefront of the digital transformation of our society. By enabling vehicles to communicate with each other and with the traffic environment using cellular networks, we redefine transportation, improving road safety and transportation services, increasing efficiency of vehicular traffic flows, and reducing environmental impact. To effectively facilitate the provisioning of Cellular Vehicular-to-Network (C-V2N) services, we tackle the interdependent problems of service task placement and scaling of edge resources. Specifically, we formu"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.09832","kind":"arxiv","version":4},"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/2305.09832/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":"2026-07-05T11:17:30Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"F3YO+pQRzWtO3AL2HbbPpOprGetCDfRFmvDAfsnWPaJ2ix5MRTbaZKz2ViyrwitvdLrkJPi7iS1OXRI+sP5rAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-03T22:03:25.043993Z"},"content_sha256":"6005ed530b47ae7992572f2b27b068a6f204557f2a5ca07ac7492b2fb0018b2f","schema_version":"1.0","event_id":"sha256:6005ed530b47ae7992572f2b27b068a6f204557f2a5ca07ac7492b2fb0018b2f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/NBSKPIDOIU3C7FS6W2OXCJPIQH/bundle.json","state_url":"https://pith.science/pith/NBSKPIDOIU3C7FS6W2OXCJPIQH/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/NBSKPIDOIU3C7FS6W2OXCJPIQH/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":"2026-08-03T22:03:25Z","links":{"resolver":"https://pith.science/pith/NBSKPIDOIU3C7FS6W2OXCJPIQH","bundle":"https://pith.science/pith/NBSKPIDOIU3C7FS6W2OXCJPIQH/bundle.json","state":"https://pith.science/pith/NBSKPIDOIU3C7FS6W2OXCJPIQH/state.json","well_known_bundle":"https://pith.science/.well-known/pith/NBSKPIDOIU3C7FS6W2OXCJPIQH/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:NBSKPIDOIU3C7FS6W2OXCJPIQH","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":"e389897a824714e3a440f31e8aba4688b68f80d040de1bf5d3d3c06457666d6f","cross_cats_sorted":["cs.MA","cs.NI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-05-16T22:19:19Z","title_canon_sha256":"0815e90892b210d1a9b1b901834908496ca65b3ac3f13f2e67049579b73bdff2"},"schema_version":"1.0","source":{"id":"2305.09832","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2305.09832","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"arxiv_version","alias_value":"2305.09832v4","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2305.09832","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"pith_short_12","alias_value":"NBSKPIDOIU3C","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"pith_short_16","alias_value":"NBSKPIDOIU3C7FS6","created_at":"2026-07-05T11:17:30Z"},{"alias_kind":"pith_short_8","alias_value":"NBSKPIDO","created_at":"2026-07-05T11:17:30Z"}],"graph_snapshots":[{"event_id":"sha256:6005ed530b47ae7992572f2b27b068a6f204557f2a5ca07ac7492b2fb0018b2f","target":"graph","created_at":"2026-07-05T11:17:30Z","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/2305.09832/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Cellular Vehicle-to-Everything (C-V2X) is currently at the forefront of the digital transformation of our society. By enabling vehicles to communicate with each other and with the traffic environment using cellular networks, we redefine transportation, improving road safety and transportation services, increasing efficiency of vehicular traffic flows, and reducing environmental impact. To effectively facilitate the provisioning of Cellular Vehicular-to-Network (C-V2N) services, we tackle the interdependent problems of service task placement and scaling of edge resources. Specifically, we formu","authors_text":"Chrysa Papagianni, Cyril Shih-Huan Hsu, Danny De Vleeschauwer, Jorge Mart\\'in-P\\'erez, Luca Valcarenghi, Xi Li","cross_cats":["cs.MA","cs.NI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-05-16T22:19:19Z","title":"A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2305.09832","kind":"arxiv","version":4},"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:c0ae9a9a2f8444ec3498dbeef80c836e56aa04ff825581953b33ce5947990d8e","target":"record","created_at":"2026-07-05T11:17:30Z","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":"e389897a824714e3a440f31e8aba4688b68f80d040de1bf5d3d3c06457666d6f","cross_cats_sorted":["cs.MA","cs.NI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2023-05-16T22:19:19Z","title_canon_sha256":"0815e90892b210d1a9b1b901834908496ca65b3ac3f13f2e67049579b73bdff2"},"schema_version":"1.0","source":{"id":"2305.09832","kind":"arxiv","version":4}},"canonical_sha256":"6864a7a06e45362f965eb69d7125e881c049f590d4f9c0aa85788c87ca169c85","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6864a7a06e45362f965eb69d7125e881c049f590d4f9c0aa85788c87ca169c85","first_computed_at":"2026-07-05T11:17:30.528405Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:17:30.528405Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"VzVQFdrFVMx9WbUmDAXG5nT6C4BqbrbPc1L8+/ASaqTFrVqjlfQnW8v3MFWtQW37fJ15L4DLTA+useP0TT5mAA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:17:30.528896Z","signed_message":"canonical_sha256_bytes"},"source_id":"2305.09832","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c0ae9a9a2f8444ec3498dbeef80c836e56aa04ff825581953b33ce5947990d8e","sha256:6005ed530b47ae7992572f2b27b068a6f204557f2a5ca07ac7492b2fb0018b2f"],"state_sha256":"6f1d1867405be40808f7740b5ef48cd4f5c0165ac05906deb13f0bfd6f0c5c09"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"AZmg4jg6IuKC7g1o9ljADk5iV8SL/hZvdkWvtQLJVi4IM9VhjBVVRGwliCEjuvm6CMUS25PrBL7vPMloN9bIDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-03T22:03:25.047788Z","bundle_sha256":"a2149ef6b3dbdf4e94a91a0f30083c78db1505851ba763e2b6e936c6ddc7e5da"}}