{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:W6FFFEJZ4SPS2VQAJABN2XMMTM","short_pith_number":"pith:W6FFFEJZ","canonical_record":{"source":{"id":"2607.11770","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.DB","submitted_at":"2026-07-13T16:28:41Z","cross_cats_sorted":[],"title_canon_sha256":"82b491a862b006d9b12736e5fef8952bacad951f361ce4867b6ccf12d852b376","abstract_canon_sha256":"2b98193af79fc417591f0a0addc3ae1c4776b64f6792f41ff4ff463ddcfe65fb"},"schema_version":"1.0"},"canonical_sha256":"b78a529139e49f2d56004802dd5d8c9b1c62ec044bf812eba920d5ea18654a19","source":{"kind":"arxiv","id":"2607.11770","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.11770","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"arxiv_version","alias_value":"2607.11770v1","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.11770","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"pith_short_12","alias_value":"W6FFFEJZ4SPS","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"pith_short_16","alias_value":"W6FFFEJZ4SPS2VQA","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"pith_short_8","alias_value":"W6FFFEJZ","created_at":"2026-07-14T02:22:31Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:W6FFFEJZ4SPS2VQAJABN2XMMTM","target":"record","payload":{"canonical_record":{"source":{"id":"2607.11770","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.DB","submitted_at":"2026-07-13T16:28:41Z","cross_cats_sorted":[],"title_canon_sha256":"82b491a862b006d9b12736e5fef8952bacad951f361ce4867b6ccf12d852b376","abstract_canon_sha256":"2b98193af79fc417591f0a0addc3ae1c4776b64f6792f41ff4ff463ddcfe65fb"},"schema_version":"1.0"},"canonical_sha256":"b78a529139e49f2d56004802dd5d8c9b1c62ec044bf812eba920d5ea18654a19","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-14T02:22:31.700289Z","signature_b64":"7jwSyfgBRFAVENI2g+pofmnogWoUowu6CHwU1K49A/CYgstjzTqG61DsLDgpK2gJtPK9xtj+xa+a6RSfW9+EAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b78a529139e49f2d56004802dd5d8c9b1c62ec044bf812eba920d5ea18654a19","last_reissued_at":"2026-07-14T02:22:31.699430Z","signature_status":"signed_v1","first_computed_at":"2026-07-14T02:22:31.699430Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2607.11770","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-14T02:22:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VZ5EUl3fUN9Ixgc3YEsIZd1mmZx95+/FckNix0kU+3KwuJiCQUGKCacx1D2A3a96Si0o2rDBnporOGGsx5r/Ag==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:13:56.095814Z"},"content_sha256":"748db3ba25590a23a0cca3f8ca4f7eec7d654c91f9749b401fa3aaeb13d6a705","schema_version":"1.0","event_id":"sha256:748db3ba25590a23a0cca3f8ca4f7eec7d654c91f9749b401fa3aaeb13d6a705"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:W6FFFEJZ4SPS2VQAJABN2XMMTM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"AutoSLO: Practical Latency SLOs on Cloud Data Warehouses -- Extended Version","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.DB","authors_text":"Markos Markakis, Tim Kraska","submitted_at":"2026-07-13T16:28:41Z","abstract_excerpt":"Modern cloud data warehouses decouple compute from storage, making it easy for organizations to access the same underlying data with multiple compute clusters. This flexibility is often used for performance isolation among diverse workloads, so that each workload meets its latency service-level objective (SLO) more reliably. For example, interactive dashboards, ad hoc analysis, and batch jobs can each run on separate clusters. However, this dedicated-cluster approach requires each compute cluster to be continuously scaled to adapt to workload evolution, with over-provisioning wasting resources"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.11770","kind":"arxiv","version":1},"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/2607.11770/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":"2026-07-14T02:22:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BXC56HI+1l2A5mB21LBxnAtovpdyh60sYxTmqwTXQIgF60D+u8TVi3rhaBK3K2vNXuhDEaM8vo1CpRVUECOwBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:13:56.096377Z"},"content_sha256":"3c58707c3880483b790c85ae29dd1c5305b31c38e385d3cf2c5b385bb12be635","schema_version":"1.0","event_id":"sha256:3c58707c3880483b790c85ae29dd1c5305b31c38e385d3cf2c5b385bb12be635"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:W6FFFEJZ4SPS2VQAJABN2XMMTM","target":"integrity","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.14778/3681954.3682026 resolves to 'Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD'. A reader following the printed text alone cannot reach it.","snippet":"Geoffrey X. Yu, Ziniu Wu, Ferdi Kossmann, Tianyu Li, Markos Markakis, Amadou Ngom, Samuel Madden, and Tim Kraska. 2024. Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD.Proc. VLDB Endow.17, ","arxiv_id":"2607.11770","detector":"doi_compliance","evidence":{"ref_index":64,"verdict_class":"incontrovertible","resolved_title":"Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD","printed_excerpt":"10.14778/3681954","reconstructed_doi":"10.14778/3681954.3682026"},"severity":"advisory","ref_index":64,"audited_at":"2026-07-30T04:02:14.375599Z","event_type":"pith.integrity.v1","detected_doi":"10.14778/3681954.3682026","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"ced8ded1bc0033a295544269942ee820729f17ac3b253368e303b81ed630519b","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD","detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":13787,"payload_sha256":"91e118158b95425caac8dd28aeb909cc8a9a5ff4128cc005f3a1ea6653110120","signature_b64":null,"signing_key_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-30T04:06:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ScXHFtXEi/V898q+eq+nhjrkwjprZMcmpsxkxobSsn8+NOfS4qbuMuOXCbwRdT4PGX7oX/cB8kwPX5/V/D7WCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:13:56.099767Z"},"content_sha256":"f10f8b2d7bbbfd98a7645d7d1265ff12b380a4b7a2e27bb3b2657458dd0877ed","schema_version":"1.0","event_id":"sha256:f10f8b2d7bbbfd98a7645d7d1265ff12b380a4b7a2e27bb3b2657458dd0877ed"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:W6FFFEJZ4SPS2VQAJABN2XMMTM","target":"integrity","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/HPCA47549.2020.00025) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Tirthak Patel and Devesh Tiwari. 2020. CLITE: Efficient and QoS-Aware Co- Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers. In 2020 IEEE International Symposium on High Performance Computer Architecture (HPCA). IEEE,","arxiv_id":"2607.11770","detector":"doi_compliance","evidence":{"ref_index":45,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1109/hpca47549","reconstructed_doi":"10.1109/HPCA47549.2020.00025"},"severity":"advisory","ref_index":45,"audited_at":"2026-07-30T04:02:14.375599Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/HPCA47549.2020.00025","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"b889ebd718f2a1412c447e992a10f133c7b6d8688da895659737f4cb7661de8c","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null,"integrity_event_id":13786,"payload_sha256":"20a20f186cf12067aac60f109b2333652f6e47cf8ac9f89f4a68e851223d9126","signature_b64":null,"signing_key_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-30T04:06:13Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UB6vJPZR5nLj7y6cKNd82BTKG17U3FivMekbGm6VaI/2Xw9dw2EQMr8rEb2wKD4FPgOQBkm9N1GZUK3zgf+OBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:13:56.100180Z"},"content_sha256":"5d638ff4aea781a55d1a1ecf8ad91f130daefedf4d5566686474e58eaee9a08d","schema_version":"1.0","event_id":"sha256:5d638ff4aea781a55d1a1ecf8ad91f130daefedf4d5566686474e58eaee9a08d"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:W6FFFEJZ4SPS2VQAJABN2XMMTM","target":"integrity","payload":{"note":"URL 'https://www.snowflake.com/en/pricing-' returned status 404 (Not Found) at last check.","snippet":null,"arxiv_id":"2607.11770","detector":"external_links","evidence":{"url":"https://www.snowflake.com/en/pricing-","final_url":"https://www.snowflake.com/en/pricing-/","host_kind":"website","status_code":404,"status_text":"Not Found","verdict_class":"incontrovertible","checked_at_unix":1784028849.318978},"severity":"advisory","ref_index":null,"audited_at":"2026-07-14T11:34:10.007992Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://www.snowflake.com/en/pricing-","finding_type":"dead_url","evidence_hash":"eb382d8ed1cb30526e31140620519b441d48372d202c5f68cc9905f054fe09eb","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":13280,"payload_sha256":"6eaab770fab84004876d3375c6c62b40bc188779f95b9a9a49239667957ecd45","signature_b64":"Av+DzXrXXGLRAxoHjhqo5zrE4CCx38IzNU+ecKtQHSvtpxaWj+6xF9onZkt18aAvN8a/lVOfUHK3NwYBV+koBA==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-14T11:36:09Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7FHnTL2ZuxbgFeT7YkkGy3gIAsLjj17hn63D4yn3feIXd6DxXgpqQoIV2X9TkaJiFmcPtXhVnQ9hF0ELy3WmBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:13:56.100584Z"},"content_sha256":"d3b7b8f4a1ecadf0d6740211d6b3e4508bd098981c5c87b06c313d00d17dd1dc","schema_version":"1.0","event_id":"sha256:d3b7b8f4a1ecadf0d6740211d6b3e4508bd098981c5c87b06c313d00d17dd1dc"},{"event_type":"integrity_finding","subject_pith_number":"pith:2026:W6FFFEJZ4SPS2VQAJABN2XMMTM","target":"integrity","payload":{"note":"URL 'https://docs.aws' returned status transport error (transport error: [Errno -2] Name or service not known) at last check.","snippet":null,"arxiv_id":"2607.11770","detector":"external_links","evidence":{"url":"https://docs.aws","final_url":null,"host_kind":"website","status_code":0,"status_text":"transport error: [Errno -2] Name or service not known","verdict_class":"incontrovertible","checked_at_unix":1784028848.0503576},"severity":"advisory","ref_index":null,"audited_at":"2026-07-14T11:34:10.007992Z","event_type":"pith.integrity.v1","detected_doi":null,"detector_url":"https://pith.science/pith-integrity-protocol#external_links","external_url":"https://docs.aws","finding_type":"dead_url","evidence_hash":"05711e060c3b3fed8dba6579d7ca729c81cd0f740bc4268375ec1d1b4233a2d0","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null,"integrity_event_id":13279,"payload_sha256":"ee80a47d33fc47918ed5cd1bf0bbf74d17033e57903d72c252a531e5b1e87cbb","signature_b64":"krR+Ve+YfXkVwIi5jl+vsFN4Xd4m5AiZjJ4zSOPC62DYFpFNmq7cXqKo+9qYovzoLFTFiBR+ukuiHtnxwdzbDw==","signing_key_id":"pith-v1-2026-05"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-14T11:36:09Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"F7DXZJFizYr9T15ndPnKg6crdeLsKDFD1cAF8ufZvSKcz4GP/GBeqOHtFF9JArH3iVxmIyZCesp552Onw5tlDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:13:56.100949Z"},"content_sha256":"aac68ed39e95b7b905ee9ea419fabe71fdbef090957273479f82ca7e7d477bde","schema_version":"1.0","event_id":"sha256:aac68ed39e95b7b905ee9ea419fabe71fdbef090957273479f82ca7e7d477bde"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/W6FFFEJZ4SPS2VQAJABN2XMMTM/bundle.json","state_url":"https://pith.science/pith/W6FFFEJZ4SPS2VQAJABN2XMMTM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/W6FFFEJZ4SPS2VQAJABN2XMMTM/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":"2026-08-07T22:13:56Z","links":{"resolver":"https://pith.science/pith/W6FFFEJZ4SPS2VQAJABN2XMMTM","bundle":"https://pith.science/pith/W6FFFEJZ4SPS2VQAJABN2XMMTM/bundle.json","state":"https://pith.science/pith/W6FFFEJZ4SPS2VQAJABN2XMMTM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/W6FFFEJZ4SPS2VQAJABN2XMMTM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:W6FFFEJZ4SPS2VQAJABN2XMMTM","merge_version":"pith-open-graph-merge-v1","event_count":6,"valid_event_count":6,"invalid_event_count":0,"equivocation_count":1,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"2b98193af79fc417591f0a0addc3ae1c4776b64f6792f41ff4ff463ddcfe65fb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.DB","submitted_at":"2026-07-13T16:28:41Z","title_canon_sha256":"82b491a862b006d9b12736e5fef8952bacad951f361ce4867b6ccf12d852b376"},"schema_version":"1.0","source":{"id":"2607.11770","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.11770","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"arxiv_version","alias_value":"2607.11770v1","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.11770","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"pith_short_12","alias_value":"W6FFFEJZ4SPS","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"pith_short_16","alias_value":"W6FFFEJZ4SPS2VQA","created_at":"2026-07-14T02:22:31Z"},{"alias_kind":"pith_short_8","alias_value":"W6FFFEJZ","created_at":"2026-07-14T02:22:31Z"}],"graph_snapshots":[{"event_id":"sha256:3c58707c3880483b790c85ae29dd1c5305b31c38e385d3cf2c5b385bb12be635","target":"graph","created_at":"2026-07-14T02:22:31Z","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/2607.11770/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Modern cloud data warehouses decouple compute from storage, making it easy for organizations to access the same underlying data with multiple compute clusters. This flexibility is often used for performance isolation among diverse workloads, so that each workload meets its latency service-level objective (SLO) more reliably. For example, interactive dashboards, ad hoc analysis, and batch jobs can each run on separate clusters. However, this dedicated-cluster approach requires each compute cluster to be continuously scaled to adapt to workload evolution, with over-provisioning wasting resources","authors_text":"Markos Markakis, Tim Kraska","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.DB","submitted_at":"2026-07-13T16:28:41Z","title":"AutoSLO: Practical Latency SLOs on Cloud Data Warehouses -- Extended Version"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.11770","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":"sha256:748db3ba25590a23a0cca3f8ca4f7eec7d654c91f9749b401fa3aaeb13d6a705","target":"record","created_at":"2026-07-14T02:22:31Z","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":"2b98193af79fc417591f0a0addc3ae1c4776b64f6792f41ff4ff463ddcfe65fb","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.DB","submitted_at":"2026-07-13T16:28:41Z","title_canon_sha256":"82b491a862b006d9b12736e5fef8952bacad951f361ce4867b6ccf12d852b376"},"schema_version":"1.0","source":{"id":"2607.11770","kind":"arxiv","version":1}},"canonical_sha256":"b78a529139e49f2d56004802dd5d8c9b1c62ec044bf812eba920d5ea18654a19","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b78a529139e49f2d56004802dd5d8c9b1c62ec044bf812eba920d5ea18654a19","first_computed_at":"2026-07-14T02:22:31.699430Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-14T02:22:31.699430Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"7jwSyfgBRFAVENI2g+pofmnogWoUowu6CHwU1K49A/CYgstjzTqG61DsLDgpK2gJtPK9xtj+xa+a6RSfW9+EAw==","signature_status":"signed_v1","signed_at":"2026-07-14T02:22:31.700289Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.11770","source_kind":"arxiv","source_version":1}}},"equivocations":[{"signer_id":"pith.science","event_type":"integrity_finding","target":"integrity","event_ids":["sha256:5d638ff4aea781a55d1a1ecf8ad91f130daefedf4d5566686474e58eaee9a08d","sha256:aac68ed39e95b7b905ee9ea419fabe71fdbef090957273479f82ca7e7d477bde","sha256:d3b7b8f4a1ecadf0d6740211d6b3e4508bd098981c5c87b06c313d00d17dd1dc","sha256:f10f8b2d7bbbfd98a7645d7d1265ff12b380a4b7a2e27bb3b2657458dd0877ed"]}],"invalid_events":[],"applied_event_ids":["sha256:748db3ba25590a23a0cca3f8ca4f7eec7d654c91f9749b401fa3aaeb13d6a705","sha256:3c58707c3880483b790c85ae29dd1c5305b31c38e385d3cf2c5b385bb12be635"],"state_sha256":"269b2d18c66a543805ed4ac672cdd1d88402203a9b88ed457920fbda3ba7038e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"LyWAQNXGc8Z3aSqz4XvLBoeBfJ7O1YamU6p30ILfnNwx3aKYQyQ6+HapkIIcVsxvif6XnRrsiCeYhdB2H/4QBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T22:13:56.104104Z","bundle_sha256":"a5ad55cabcd843d889e3aa94ca13d6d501e53d1d3f74b12f77df5c4eb39b91e2"}}