{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:IEKBW4PVX3RZ62FBVWPTHTKHVG","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":"1f6364eaa9b94f7a2f76e73359767450f2f87b50c3bcbc0619d4a2f423c4a6d7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.PF","submitted_at":"2018-08-01T15:11:47Z","title_canon_sha256":"8324c4a15f0668ebe678a1e10a5ae3d313b00d8dfb5ae2e05df2637cd9aed6b8"},"schema_version":"1.0","source":{"id":"1808.03518","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1808.03518","created_at":"2026-05-18T00:08:24Z"},{"alias_kind":"arxiv_version","alias_value":"1808.03518v1","created_at":"2026-05-18T00:08:24Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1808.03518","created_at":"2026-05-18T00:08:24Z"},{"alias_kind":"pith_short_12","alias_value":"IEKBW4PVX3RZ","created_at":"2026-05-18T12:32:28Z"},{"alias_kind":"pith_short_16","alias_value":"IEKBW4PVX3RZ62FB","created_at":"2026-05-18T12:32:28Z"},{"alias_kind":"pith_short_8","alias_value":"IEKBW4PV","created_at":"2026-05-18T12:32:28Z"}],"graph_snapshots":[{"event_id":"sha256:4e29768f5d048da4a4f0dba9fe7eac62dbc769d82044264b9384c1c66cd2878b","target":"graph","created_at":"2026-05-18T00:08:24Z","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":"Memory bandwidth is critical in today's high performance computing systems. The bandwidth is particularly paramount for GPU workloads such as 3D Gaming, Imaging and Perceptual Computing, GPGPU due to their data-intensive nature. As the number of threads and data streams in the GPUs increases with each generation, along with a high available memory bandwidth, memory efficiency is also crucial in order to achieve desired performance. In presence of multiple concurrent data streams, the inherent locality in a single data stream is often lost as these streams are interleaved while moving through m","authors_text":"Hong Wang, Ishwar Bhati, Jayesh Gaur, Sreenivas Subramoney, Udit Dhawan","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.PF","submitted_at":"2018-08-01T15:11:47Z","title":"MARS: Memory Aware Reordered Source"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1808.03518","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:e7828a06d3d23c5f8c1eb185ddd41c934f7d471578b97dfb91285c3630b84a6d","target":"record","created_at":"2026-05-18T00:08:24Z","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":"1f6364eaa9b94f7a2f76e73359767450f2f87b50c3bcbc0619d4a2f423c4a6d7","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.PF","submitted_at":"2018-08-01T15:11:47Z","title_canon_sha256":"8324c4a15f0668ebe678a1e10a5ae3d313b00d8dfb5ae2e05df2637cd9aed6b8"},"schema_version":"1.0","source":{"id":"1808.03518","kind":"arxiv","version":1}},"canonical_sha256":"41141b71f5bee39f68a1ad9f33cd47a9b6d809c28a796df9883033ec2655a343","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"41141b71f5bee39f68a1ad9f33cd47a9b6d809c28a796df9883033ec2655a343","first_computed_at":"2026-05-18T00:08:24.793022Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:08:24.793022Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zgiXYI8kGUZjKdzZeP9hcRtT0b/jTi1Zz++yVujBtTsyzUtV7c/V1TQ8mGoboU1P1LvEkO7ANes80/AIEFmCCQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:08:24.793623Z","signed_message":"canonical_sha256_bytes"},"source_id":"1808.03518","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e7828a06d3d23c5f8c1eb185ddd41c934f7d471578b97dfb91285c3630b84a6d","sha256:4e29768f5d048da4a4f0dba9fe7eac62dbc769d82044264b9384c1c66cd2878b"],"state_sha256":"008f0f2c049135111be9d9b54172bda4bbb81e368ea63a40a76afb64fbc49c9e"}