{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:HYUUGLXQLHNX54DCHVXGDAWX52","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":"29de8de7c8d2e939de1c492c0c51022c4cd956ca0e8a4dbca0ee95a96abced8d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MM","submitted_at":"2018-07-18T20:06:19Z","title_canon_sha256":"cecfd31c6a24b22bb710f42ea0836bfcd1ad4d928dd2430f09fe7266da4b678e"},"schema_version":"1.0","source":{"id":"1807.07126","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1807.07126","created_at":"2026-05-18T00:10:21Z"},{"alias_kind":"arxiv_version","alias_value":"1807.07126v1","created_at":"2026-05-18T00:10:21Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1807.07126","created_at":"2026-05-18T00:10:21Z"},{"alias_kind":"pith_short_12","alias_value":"HYUUGLXQLHNX","created_at":"2026-05-18T12:32:28Z"},{"alias_kind":"pith_short_16","alias_value":"HYUUGLXQLHNX54DC","created_at":"2026-05-18T12:32:28Z"},{"alias_kind":"pith_short_8","alias_value":"HYUUGLXQ","created_at":"2026-05-18T12:32:28Z"}],"graph_snapshots":[{"event_id":"sha256:b3306e3e276a3e637dde0c9d1d60efa4c290a98ce91fdd8d8af018000de02e41","target":"graph","created_at":"2026-05-18T00:10:21Z","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":"HTTP based adaptive video streaming has become a popular choice of streaming due to the reliable transmission and the flexibility offered to adapt to varying network conditions. However, due to rate adaptation in adaptive streaming, the quality of the videos at the client keeps varying with time depending on the end-to-end network conditions. Further, varying network conditions can lead to the video client running out of playback content resulting in rebuffering events. These factors affect the user satisfaction and cause degradation of the user quality of experience (QoE). It is important to ","authors_text":"Abhinav Kumar, Anand Panchbhai, Hemanth P. Sethuram, Kiran Kuchi, Nagabhushan Eswara, S Ashique, Soumen Chakraborty, Sumohana S. Channappayya","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MM","submitted_at":"2018-07-18T20:06:19Z","title":"Streaming Video QoE Modeling and Prediction: A Long Short-Term Memory Approach"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1807.07126","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:c4149772d6b1ebeefc8d5df004b6ba5bc6626cae0b332d53c841df9d2bc8e3b6","target":"record","created_at":"2026-05-18T00:10:21Z","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":"29de8de7c8d2e939de1c492c0c51022c4cd956ca0e8a4dbca0ee95a96abced8d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MM","submitted_at":"2018-07-18T20:06:19Z","title_canon_sha256":"cecfd31c6a24b22bb710f42ea0836bfcd1ad4d928dd2430f09fe7266da4b678e"},"schema_version":"1.0","source":{"id":"1807.07126","kind":"arxiv","version":1}},"canonical_sha256":"3e29432ef059db7ef0623d6e6182d7eea06d8ef48cc76020401c82e6aaeb6a7a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3e29432ef059db7ef0623d6e6182d7eea06d8ef48cc76020401c82e6aaeb6a7a","first_computed_at":"2026-05-18T00:10:21.240235Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:10:21.240235Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CD8WIPEGUKNSf6CLQeQaaoJjy2GyONRv6nxGQvYAb0awKMDy6i1bRmnLK7kkXHG8wsTGsRxeLkkn0xa/B0JjDA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:10:21.240990Z","signed_message":"canonical_sha256_bytes"},"source_id":"1807.07126","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c4149772d6b1ebeefc8d5df004b6ba5bc6626cae0b332d53c841df9d2bc8e3b6","sha256:b3306e3e276a3e637dde0c9d1d60efa4c290a98ce91fdd8d8af018000de02e41"],"state_sha256":"ed2afa4ffc999bf8a3dd716322317ac8f61a1be878b4e640e2579b875d94a2f5"}