{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2017:DVSXRXAKWUC465QBBBODEMBKUM","short_pith_number":"pith:DVSXRXAK","canonical_record":{"source":{"id":"1703.10575","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2017-03-30T17:21:06Z","cross_cats_sorted":[],"title_canon_sha256":"dc067a47b5a320dccef9d5b86418176f6debb6a845f1188655446df4584e290b","abstract_canon_sha256":"05e208570a8f1749cf377f49ccb836bfbd6992da069d300d5134f288f0aa9ec0"},"schema_version":"1.0"},"canonical_sha256":"1d6578dc0ab505cf7601085c32302aa3013e6826b158e0d89f0b84fb75c3d50d","source":{"kind":"arxiv","id":"1703.10575","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1703.10575","created_at":"2026-05-18T00:40:40Z"},{"alias_kind":"arxiv_version","alias_value":"1703.10575v3","created_at":"2026-05-18T00:40:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1703.10575","created_at":"2026-05-18T00:40:40Z"},{"alias_kind":"pith_short_12","alias_value":"DVSXRXAKWUC4","created_at":"2026-05-18T12:31:12Z"},{"alias_kind":"pith_short_16","alias_value":"DVSXRXAKWUC465QB","created_at":"2026-05-18T12:31:12Z"},{"alias_kind":"pith_short_8","alias_value":"DVSXRXAK","created_at":"2026-05-18T12:31:12Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2017:DVSXRXAKWUC465QBBBODEMBKUM","target":"record","payload":{"canonical_record":{"source":{"id":"1703.10575","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2017-03-30T17:21:06Z","cross_cats_sorted":[],"title_canon_sha256":"dc067a47b5a320dccef9d5b86418176f6debb6a845f1188655446df4584e290b","abstract_canon_sha256":"05e208570a8f1749cf377f49ccb836bfbd6992da069d300d5134f288f0aa9ec0"},"schema_version":"1.0"},"canonical_sha256":"1d6578dc0ab505cf7601085c32302aa3013e6826b158e0d89f0b84fb75c3d50d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:40:40.248473Z","signature_b64":"K2mYICuB1abQZb7tgRZ2BV40pFxvSdew3PCB0QEhCZl13dOAjYiZ6GWvB3HvLD02upussYUSg7AcZSgVKlC/Cg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1d6578dc0ab505cf7601085c32302aa3013e6826b158e0d89f0b84fb75c3d50d","last_reissued_at":"2026-05-18T00:40:40.247599Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:40:40.247599Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1703.10575","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:40:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"9o1thjDRXELfoRFU9uiUKkh52wI9BYDcIrno1bl5EzEvRmJysnbFEI7vSmmTkdjJkHmEpNloWxpRs+DUjrvuCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T15:21:27.746688Z"},"content_sha256":"e78fb070e8f6aefb354d25eae987c4643e1782e363a178f220b8621929b1c8f7","schema_version":"1.0","event_id":"sha256:e78fb070e8f6aefb354d25eae987c4643e1782e363a178f220b8621929b1c8f7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2017:DVSXRXAKWUC465QBBBODEMBKUM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Delay versus Stickiness Violation Trade-offs for Load Balancing in Large-Scale Data Centers","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Qingkai Liang, Sem Borst","submitted_at":"2017-03-30T17:21:06Z","abstract_excerpt":"Most load balancing techniques implemented in current data centers tend to rely on a mapping from packets to server IP addresses through a hash value calculated from the flow five-tuple. The hash calculation allows extremely fast packet forwarding and provides flow `stickiness', meaning that all packets belonging to the same flow get dispatched to the same server. Unfortunately, such static hashing may not yield an optimal degree of load balancing, e.g., due to variations in server processing speeds or traffic patterns. On the other hand, dynamic schemes, such as the Join-the-Shortest-Queue (J"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1703.10575","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"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":"2026-05-18T00:40:40Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PQIqgNxEwUvlCG5SdqEyrlzxHKDNKrDAiJdeuG40IoFOz5Q/WfqKLYoA3tyh8Jq0WoRjuPsmcxO16zG03EHpBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T15:21:27.747030Z"},"content_sha256":"e587beede411eda71ae66c2054b08861778ff8455b88c7964e95ecbbff73bbeb","schema_version":"1.0","event_id":"sha256:e587beede411eda71ae66c2054b08861778ff8455b88c7964e95ecbbff73bbeb"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DVSXRXAKWUC465QBBBODEMBKUM/bundle.json","state_url":"https://pith.science/pith/DVSXRXAKWUC465QBBBODEMBKUM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DVSXRXAKWUC465QBBBODEMBKUM/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":"2026-06-03T15:21:27Z","links":{"resolver":"https://pith.science/pith/DVSXRXAKWUC465QBBBODEMBKUM","bundle":"https://pith.science/pith/DVSXRXAKWUC465QBBBODEMBKUM/bundle.json","state":"https://pith.science/pith/DVSXRXAKWUC465QBBBODEMBKUM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DVSXRXAKWUC465QBBBODEMBKUM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:DVSXRXAKWUC465QBBBODEMBKUM","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":"05e208570a8f1749cf377f49ccb836bfbd6992da069d300d5134f288f0aa9ec0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2017-03-30T17:21:06Z","title_canon_sha256":"dc067a47b5a320dccef9d5b86418176f6debb6a845f1188655446df4584e290b"},"schema_version":"1.0","source":{"id":"1703.10575","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1703.10575","created_at":"2026-05-18T00:40:40Z"},{"alias_kind":"arxiv_version","alias_value":"1703.10575v3","created_at":"2026-05-18T00:40:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1703.10575","created_at":"2026-05-18T00:40:40Z"},{"alias_kind":"pith_short_12","alias_value":"DVSXRXAKWUC4","created_at":"2026-05-18T12:31:12Z"},{"alias_kind":"pith_short_16","alias_value":"DVSXRXAKWUC465QB","created_at":"2026-05-18T12:31:12Z"},{"alias_kind":"pith_short_8","alias_value":"DVSXRXAK","created_at":"2026-05-18T12:31:12Z"}],"graph_snapshots":[{"event_id":"sha256:e587beede411eda71ae66c2054b08861778ff8455b88c7964e95ecbbff73bbeb","target":"graph","created_at":"2026-05-18T00:40:40Z","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":"Most load balancing techniques implemented in current data centers tend to rely on a mapping from packets to server IP addresses through a hash value calculated from the flow five-tuple. The hash calculation allows extremely fast packet forwarding and provides flow `stickiness', meaning that all packets belonging to the same flow get dispatched to the same server. Unfortunately, such static hashing may not yield an optimal degree of load balancing, e.g., due to variations in server processing speeds or traffic patterns. On the other hand, dynamic schemes, such as the Join-the-Shortest-Queue (J","authors_text":"Qingkai Liang, Sem Borst","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2017-03-30T17:21:06Z","title":"Delay versus Stickiness Violation Trade-offs for Load Balancing in Large-Scale Data Centers"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1703.10575","kind":"arxiv","version":3},"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:e78fb070e8f6aefb354d25eae987c4643e1782e363a178f220b8621929b1c8f7","target":"record","created_at":"2026-05-18T00:40:40Z","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":"05e208570a8f1749cf377f49ccb836bfbd6992da069d300d5134f288f0aa9ec0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2017-03-30T17:21:06Z","title_canon_sha256":"dc067a47b5a320dccef9d5b86418176f6debb6a845f1188655446df4584e290b"},"schema_version":"1.0","source":{"id":"1703.10575","kind":"arxiv","version":3}},"canonical_sha256":"1d6578dc0ab505cf7601085c32302aa3013e6826b158e0d89f0b84fb75c3d50d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1d6578dc0ab505cf7601085c32302aa3013e6826b158e0d89f0b84fb75c3d50d","first_computed_at":"2026-05-18T00:40:40.247599Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:40:40.247599Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"K2mYICuB1abQZb7tgRZ2BV40pFxvSdew3PCB0QEhCZl13dOAjYiZ6GWvB3HvLD02upussYUSg7AcZSgVKlC/Cg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:40:40.248473Z","signed_message":"canonical_sha256_bytes"},"source_id":"1703.10575","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e78fb070e8f6aefb354d25eae987c4643e1782e363a178f220b8621929b1c8f7","sha256:e587beede411eda71ae66c2054b08861778ff8455b88c7964e95ecbbff73bbeb"],"state_sha256":"a821a4c088a8cae92c306e34056a74913daeab2e08492e8e743ab8a3b7b3ab86"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"tEPWHF/+OiJcry3UBW85/9IC8dDR49wLP0r9WevLJ8tzsmMc3U4bBrG8cTjvdIOwadSXGh8tDy765HlHJyESCQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-03T15:21:27.748934Z","bundle_sha256":"b371c219ef3f37f29e326c34ac9838b086597634e17635010bc6a150d547aff7"}}