{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:OJS22TJRWTY3IQNIRNRZBBX2T4","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":"1d256fb0556cf8d8daec60c1f46ba9208461e3af93389345a685f73a59b0abbe","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2016-08-03T21:23:07Z","title_canon_sha256":"6f6ee9e2e908c219156b29925f9143580816328f5c5fef33d141481cbf1bba31"},"schema_version":"1.0","source":{"id":"1608.01362","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1608.01362","created_at":"2026-05-18T00:26:13Z"},{"alias_kind":"arxiv_version","alias_value":"1608.01362v4","created_at":"2026-05-18T00:26:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1608.01362","created_at":"2026-05-18T00:26:13Z"},{"alias_kind":"pith_short_12","alias_value":"OJS22TJRWTY3","created_at":"2026-05-18T12:30:36Z"},{"alias_kind":"pith_short_16","alias_value":"OJS22TJRWTY3IQNI","created_at":"2026-05-18T12:30:36Z"},{"alias_kind":"pith_short_8","alias_value":"OJS22TJR","created_at":"2026-05-18T12:30:36Z"}],"graph_snapshots":[{"event_id":"sha256:7d5085e16a916a4389fbb72ab2f270a931366e8d45adae7a059bded96b84a62e","target":"graph","created_at":"2026-05-18T00:26:13Z","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":"Modern hardware systems are heavily underutilized when running large-scale graph applications. While many in-memory graph frameworks have made substantial progress in optimizing these applications, we show that it is still possible to achieve up to 4 $\\times$ speedups over the fastest frameworks by greatly improving cache utilization. Previous systems have applied out-of-core processing techniques from the memory/disk boundary to the cache/DRAM boundary. However, we find that blindly applying such techniques is ineffective because of the much smaller performance gap between DRAM and cache. We ","authors_text":"Charith Mendis, Matei Zaharia, Saman Amarasinghe, Vladimir Kiriansky, Yunming Zhang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2016-08-03T21:23:07Z","title":"Making Caches Work for Graph Analytics"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1608.01362","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:ba5e45e410f7cf1f8abde35f9f696a49776d75d6b139494c1ca4762070910aef","target":"record","created_at":"2026-05-18T00:26:13Z","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":"1d256fb0556cf8d8daec60c1f46ba9208461e3af93389345a685f73a59b0abbe","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2016-08-03T21:23:07Z","title_canon_sha256":"6f6ee9e2e908c219156b29925f9143580816328f5c5fef33d141481cbf1bba31"},"schema_version":"1.0","source":{"id":"1608.01362","kind":"arxiv","version":4}},"canonical_sha256":"7265ad4d31b4f1b441a88b639086fa9f0702a12ad7323aaafa3f288a8161f85a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7265ad4d31b4f1b441a88b639086fa9f0702a12ad7323aaafa3f288a8161f85a","first_computed_at":"2026-05-18T00:26:13.001491Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:26:13.001491Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/8XhEdqr+uEf3TTggzMNjw4wCSFCGjMeZMBImr1Xi7IKiCy3zZvEN9dBUfxOjndJYS+b4F1jTAok5CHOtP2EAg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:26:13.001921Z","signed_message":"canonical_sha256_bytes"},"source_id":"1608.01362","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ba5e45e410f7cf1f8abde35f9f696a49776d75d6b139494c1ca4762070910aef","sha256:7d5085e16a916a4389fbb72ab2f270a931366e8d45adae7a059bded96b84a62e"],"state_sha256":"402013a97f55cde0b787b4aa1bd5fd7eef68a610905db248c390c08d25236637"}