{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:5HJDPVBV5AFBJE5XU3I3TCCHR4","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":"44b32a6c64125b432fc43735d664643b921f22e1d2f0eaa957b23dcdccec4bbb","cross_cats_sorted":["cs.DC","cs.NI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2017-01-08T14:32:54Z","title_canon_sha256":"b9c555dbc8842225687edcad315315da8d4eb6e6ebc20462763a1d3dc2fd7c9b"},"schema_version":"1.0","source":{"id":"1701.01963","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1701.01963","created_at":"2026-05-18T00:53:12Z"},{"alias_kind":"arxiv_version","alias_value":"1701.01963v1","created_at":"2026-05-18T00:53:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1701.01963","created_at":"2026-05-18T00:53:12Z"},{"alias_kind":"pith_short_12","alias_value":"5HJDPVBV5AFB","created_at":"2026-05-18T12:31:00Z"},{"alias_kind":"pith_short_16","alias_value":"5HJDPVBV5AFBJE5X","created_at":"2026-05-18T12:31:00Z"},{"alias_kind":"pith_short_8","alias_value":"5HJDPVBV","created_at":"2026-05-18T12:31:00Z"}],"graph_snapshots":[{"event_id":"sha256:fea87d2c9f70c51765660cead440b9af933d5cbfa159e20e1b3cb5b8dd999e7e","target":"graph","created_at":"2026-05-18T00:53:12Z","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":"This paper presents a comprehensive literature review on applications of economic and pricing models for resource management in cloud networking. To achieve sustainable profit advantage, cost reduction, and flexibility in provisioning of cloud resources, resource management in cloud networking requires adaptive and robust designs to address many issues, e.g., resource allocation, bandwidth reservation, request allocation, and workload allocation. Economic and pricing models have received a lot of attention as they can lead to desirable performance in terms of social welfare, fairness, truthful","authors_text":"Dusit Niyato, Nguyen Cong Luong, Ping Wang, Wen Yonggang, Zhu Han","cross_cats":["cs.DC","cs.NI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2017-01-08T14:32:54Z","title":"Resource Management in Cloud Networking Using Economic Analysis and Pricing Models: A Survey"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1701.01963","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:b8032ecc02d29be422b7ad7bb1a324646a7b2bf4d8799acdffbec7a8231c5396","target":"record","created_at":"2026-05-18T00:53:12Z","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":"44b32a6c64125b432fc43735d664643b921f22e1d2f0eaa957b23dcdccec4bbb","cross_cats_sorted":["cs.DC","cs.NI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2017-01-08T14:32:54Z","title_canon_sha256":"b9c555dbc8842225687edcad315315da8d4eb6e6ebc20462763a1d3dc2fd7c9b"},"schema_version":"1.0","source":{"id":"1701.01963","kind":"arxiv","version":1}},"canonical_sha256":"e9d237d435e80a1493b7a6d1b988478f3bde106b5a92d4c225672a06648c5884","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e9d237d435e80a1493b7a6d1b988478f3bde106b5a92d4c225672a06648c5884","first_computed_at":"2026-05-18T00:53:12.972789Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:53:12.972789Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4wt1/ZNnfyB17F9vlhsb9RjF/zFgyt1ejrV9b7k16B0cpszEJL/mZedrP6YC23A5eBz3S8ckY9MslBEsZz7lDg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:53:12.973204Z","signed_message":"canonical_sha256_bytes"},"source_id":"1701.01963","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b8032ecc02d29be422b7ad7bb1a324646a7b2bf4d8799acdffbec7a8231c5396","sha256:fea87d2c9f70c51765660cead440b9af933d5cbfa159e20e1b3cb5b8dd999e7e"],"state_sha256":"8cccc9b6ca58e85487059e9ed60ae49435754bf90837428594e32dbe464fc618"}