{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2019:KVPC636TTP4I5F4UGLIPMGV5AZ","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":"932000137bbd06aeacccc93ee62af55283656a20c705fdd044d93701b14f2010","cross_cats_sorted":["math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2019-02-14T01:44:10Z","title_canon_sha256":"dbcee0d968838a1255652ad785bdd919b9e7149e866e827339ab9c4a2bfb68af"},"schema_version":"1.0","source":{"id":"1902.05181","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1902.05181","created_at":"2026-05-17T23:54:01Z"},{"alias_kind":"arxiv_version","alias_value":"1902.05181v1","created_at":"2026-05-17T23:54:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1902.05181","created_at":"2026-05-17T23:54:01Z"},{"alias_kind":"pith_short_12","alias_value":"KVPC636TTP4I","created_at":"2026-05-18T12:33:21Z"},{"alias_kind":"pith_short_16","alias_value":"KVPC636TTP4I5F4U","created_at":"2026-05-18T12:33:21Z"},{"alias_kind":"pith_short_8","alias_value":"KVPC636T","created_at":"2026-05-18T12:33:21Z"}],"graph_snapshots":[{"event_id":"sha256:6044296202bb91c7228a486fab847e47f3cc03915507c31bcf6ef96c5d8079eb","target":"graph","created_at":"2026-05-17T23:54:01Z","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, the problem of wireless virtual reality (VR) resource management is investigated for a wireless VR network in which VR contents are sent by a cloud to cellular small base stations (SBSs). The SBSs will collect tracking data from the VR users, over the uplink, in order to generate the VR content and transmit it to the end-users using downlink cellular links. For this model, the data requested or transmitted by the users can exhibit correlation, since the VR users may engage in the same immersive virtual environment with different locations and orientations. As such, the proposed ","authors_text":"Changchuan Yin, M\\'erouane Debbah, Mingzhe Chen, Walid Saad","cross_cats":["math.IT"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2019-02-14T01:44:10Z","title":"Data Correlation-Aware Resource Management in Wireless Virtual Reality (VR): An Echo State Transfer Learning Approach"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1902.05181","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:d0d5ca6903721132d00842447a3e7aa917b8c307d6c5b543b0e51dc36e2d8716","target":"record","created_at":"2026-05-17T23:54:01Z","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":"932000137bbd06aeacccc93ee62af55283656a20c705fdd044d93701b14f2010","cross_cats_sorted":["math.IT"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2019-02-14T01:44:10Z","title_canon_sha256":"dbcee0d968838a1255652ad785bdd919b9e7149e866e827339ab9c4a2bfb68af"},"schema_version":"1.0","source":{"id":"1902.05181","kind":"arxiv","version":1}},"canonical_sha256":"555e2f6fd39bf88e979432d0f61abd064cc7b4a50b01a5be062f73e25eb3ce49","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"555e2f6fd39bf88e979432d0f61abd064cc7b4a50b01a5be062f73e25eb3ce49","first_computed_at":"2026-05-17T23:54:01.692182Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-17T23:54:01.692182Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QimX+BLYndMOlR+ioYV/dWCmiJ4aAqTUZ0CLj1Eiel7aCDbr87NOBZk9F9avTDyV96P5O1fN/iYtCunLeBe7Aw==","signature_status":"signed_v1","signed_at":"2026-05-17T23:54:01.692954Z","signed_message":"canonical_sha256_bytes"},"source_id":"1902.05181","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d0d5ca6903721132d00842447a3e7aa917b8c307d6c5b543b0e51dc36e2d8716","sha256:6044296202bb91c7228a486fab847e47f3cc03915507c31bcf6ef96c5d8079eb"],"state_sha256":"5234c120474428d13d7ed447ac047f7602eb37e242d639a94d44fabf15a340ee"}