{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:RRSTNSL3LZW7XD243OECUOSFZ3","short_pith_number":"pith:RRSTNSL3","canonical_record":{"source":{"id":"2303.03483","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AR","submitted_at":"2023-03-06T20:28:37Z","cross_cats_sorted":[],"title_canon_sha256":"f84c0d6f1f95c2f56a7989f19c593b69462cd07d55d39e0ac38b53ea2f26e0e8","abstract_canon_sha256":"e2ac74850ae17f931c63ad8ee041b6555888fb0dc465c102c958223f124ac514"},"schema_version":"1.0"},"canonical_sha256":"8c6536c97b5e6dfb8f5cdb882a3a45cee3aed07575b8a7371ac9244071b0cfa6","source":{"kind":"arxiv","id":"2303.03483","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2303.03483","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"arxiv_version","alias_value":"2303.03483v2","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2303.03483","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"pith_short_12","alias_value":"RRSTNSL3LZW7","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"pith_short_16","alias_value":"RRSTNSL3LZW7XD24","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"pith_short_8","alias_value":"RRSTNSL3","created_at":"2026-07-05T07:59:49Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:RRSTNSL3LZW7XD243OECUOSFZ3","target":"record","payload":{"canonical_record":{"source":{"id":"2303.03483","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AR","submitted_at":"2023-03-06T20:28:37Z","cross_cats_sorted":[],"title_canon_sha256":"f84c0d6f1f95c2f56a7989f19c593b69462cd07d55d39e0ac38b53ea2f26e0e8","abstract_canon_sha256":"e2ac74850ae17f931c63ad8ee041b6555888fb0dc465c102c958223f124ac514"},"schema_version":"1.0"},"canonical_sha256":"8c6536c97b5e6dfb8f5cdb882a3a45cee3aed07575b8a7371ac9244071b0cfa6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:59:49.458600Z","signature_b64":"/pYDE0BlKs/h2UJFOx/VCyB6dIA3GA/J9Zwtuh3nivG9JP7W7uBVB1yHtkZhiU7ELjjD4AaWowIZ1orIZiFfCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8c6536c97b5e6dfb8f5cdb882a3a45cee3aed07575b8a7371ac9244071b0cfa6","last_reissued_at":"2026-07-05T07:59:49.458082Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:59:49.458082Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2303.03483","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:59:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JdhjqpGruO3GVfW1PJByCdfO4WCXhRjtAzFmudC2mJL4GXdMj3L2Fvqbz2gnYOs5Z0MlLjlre64S4CytD5elCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T14:15:49.905700Z"},"content_sha256":"c2898bd4a97def721e0996343945119ccebaa05c3b460d3453f37d47eaf771f7","schema_version":"1.0","event_id":"sha256:c2898bd4a97def721e0996343945119ccebaa05c3b460d3453f37d47eaf771f7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:RRSTNSL3LZW7XD243OECUOSFZ3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"In-Storage Domain-Specific Acceleration for Serverless Computing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AR","authors_text":"Amir Yazdanbakhsh, Byung Hoon Ahn, Hadi Esmaeilzadeh, Hanyang Xu, Hardik Sharma, Lavanya Karthikeyan, Mohammad Alian, Rohan Mahapatra, Sean Kinzer, Shu-ting Wang, Soroush Ghodrati","submitted_at":"2023-03-06T20:28:37Z","abstract_excerpt":"While (1) serverless computing is emerging as a popular form of cloud execution, datacenters are going through major changes: (2) storage dissaggregation in the system infrastructure level and (3) integration of domain-specific accelerators in the hardware level. Each of these three trends individually provide significant benefits; however, when combined the benefits diminish. Specifically, the paper makes the key observation that for serverless functions, the overhead of accessing dissaggregated persistent storage overshadows the gains from accelerators. Therefore, to benefit from all these t"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2303.03483","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2303.03483/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"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":"2026-07-05T07:59:49Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"XuYMPXGpk0/SzrMQgcmT+/ijYge9ZT7FGw5yCCBNjZ+NFX68Vxxl+sCZo/5ZMQEUqBLI43HRGpYCLvn1D5p4Cg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T14:15:49.906231Z"},"content_sha256":"8b82f9a8aeff2cc7116c18438dc2627a7cd8d94c4e39f4242d9c10b4893640a8","schema_version":"1.0","event_id":"sha256:8b82f9a8aeff2cc7116c18438dc2627a7cd8d94c4e39f4242d9c10b4893640a8"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/RRSTNSL3LZW7XD243OECUOSFZ3/bundle.json","state_url":"https://pith.science/pith/RRSTNSL3LZW7XD243OECUOSFZ3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/RRSTNSL3LZW7XD243OECUOSFZ3/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":"2026-08-21T14:15:49Z","links":{"resolver":"https://pith.science/pith/RRSTNSL3LZW7XD243OECUOSFZ3","bundle":"https://pith.science/pith/RRSTNSL3LZW7XD243OECUOSFZ3/bundle.json","state":"https://pith.science/pith/RRSTNSL3LZW7XD243OECUOSFZ3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/RRSTNSL3LZW7XD243OECUOSFZ3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:RRSTNSL3LZW7XD243OECUOSFZ3","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":"e2ac74850ae17f931c63ad8ee041b6555888fb0dc465c102c958223f124ac514","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AR","submitted_at":"2023-03-06T20:28:37Z","title_canon_sha256":"f84c0d6f1f95c2f56a7989f19c593b69462cd07d55d39e0ac38b53ea2f26e0e8"},"schema_version":"1.0","source":{"id":"2303.03483","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2303.03483","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"arxiv_version","alias_value":"2303.03483v2","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2303.03483","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"pith_short_12","alias_value":"RRSTNSL3LZW7","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"pith_short_16","alias_value":"RRSTNSL3LZW7XD24","created_at":"2026-07-05T07:59:49Z"},{"alias_kind":"pith_short_8","alias_value":"RRSTNSL3","created_at":"2026-07-05T07:59:49Z"}],"graph_snapshots":[{"event_id":"sha256:8b82f9a8aeff2cc7116c18438dc2627a7cd8d94c4e39f4242d9c10b4893640a8","target":"graph","created_at":"2026-07-05T07:59:49Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2303.03483/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"While (1) serverless computing is emerging as a popular form of cloud execution, datacenters are going through major changes: (2) storage dissaggregation in the system infrastructure level and (3) integration of domain-specific accelerators in the hardware level. Each of these three trends individually provide significant benefits; however, when combined the benefits diminish. Specifically, the paper makes the key observation that for serverless functions, the overhead of accessing dissaggregated persistent storage overshadows the gains from accelerators. Therefore, to benefit from all these t","authors_text":"Amir Yazdanbakhsh, Byung Hoon Ahn, Hadi Esmaeilzadeh, Hanyang Xu, Hardik Sharma, Lavanya Karthikeyan, Mohammad Alian, Rohan Mahapatra, Sean Kinzer, Shu-ting Wang, Soroush Ghodrati","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AR","submitted_at":"2023-03-06T20:28:37Z","title":"In-Storage Domain-Specific Acceleration for Serverless Computing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2303.03483","kind":"arxiv","version":2},"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:c2898bd4a97def721e0996343945119ccebaa05c3b460d3453f37d47eaf771f7","target":"record","created_at":"2026-07-05T07:59:49Z","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":"e2ac74850ae17f931c63ad8ee041b6555888fb0dc465c102c958223f124ac514","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AR","submitted_at":"2023-03-06T20:28:37Z","title_canon_sha256":"f84c0d6f1f95c2f56a7989f19c593b69462cd07d55d39e0ac38b53ea2f26e0e8"},"schema_version":"1.0","source":{"id":"2303.03483","kind":"arxiv","version":2}},"canonical_sha256":"8c6536c97b5e6dfb8f5cdb882a3a45cee3aed07575b8a7371ac9244071b0cfa6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8c6536c97b5e6dfb8f5cdb882a3a45cee3aed07575b8a7371ac9244071b0cfa6","first_computed_at":"2026-07-05T07:59:49.458082Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:59:49.458082Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/pYDE0BlKs/h2UJFOx/VCyB6dIA3GA/J9Zwtuh3nivG9JP7W7uBVB1yHtkZhiU7ELjjD4AaWowIZ1orIZiFfCA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:59:49.458600Z","signed_message":"canonical_sha256_bytes"},"source_id":"2303.03483","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c2898bd4a97def721e0996343945119ccebaa05c3b460d3453f37d47eaf771f7","sha256:8b82f9a8aeff2cc7116c18438dc2627a7cd8d94c4e39f4242d9c10b4893640a8"],"state_sha256":"8d99c3ea8106407481e6330d83407d17b0f040b172b9cdbc7001ce9f024a0949"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"xMzE5kZbdYcbkgGA8Y4uImStozpXxMo7LRKfG1risahF0C3s54DoVu86oTldFkgNO663ulQybK09iHgAnGDuAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-21T14:15:49.912845Z","bundle_sha256":"98ca3f7909ee90eb12921cd47c7d21c811bfb5374a760ebaf2723622e2689855"}}