{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:B6N6BWQKHIKIROJRE4MQE5O3KS","short_pith_number":"pith:B6N6BWQK","schema_version":"1.0","canonical_sha256":"0f9be0da0a3a1488b93127190275db54bee2decc37b9314130740e61dc3439d0","source":{"kind":"arxiv","id":"2606.20575","version":1},"attestation_state":"computed","paper":{"title":"BACC: Budget-Aware Calibration and Control for Horizontal Autoscaling","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Behrooz Farkiani, Fan Liu, Guanqi Li, Patrick Crowley","submitted_at":"2026-05-01T16:34:35Z","abstract_excerpt":"Cloud services must continuously adapt replica counts to fluctuating demand while respecting fixed-period reliability budgets. Many horizontal autoscalers either react to instantaneous utilization or provision against a fixed predictive risk target. These policies do not explicitly account for how much of the period-level violation budget has already been consumed, so they can be overly conservative when the budget is healthy and insufficiently conservative when the budget is being depleted. We present BACC, a model-agnostic framework for budget-aware horizontal autoscaling. BACC separates thr"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2606.20575","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2026-05-01T16:34:35Z","cross_cats_sorted":[],"title_canon_sha256":"f296dec17e7e81474b19acf7fdd0a10345cc9531cb954afdb1e5f806768b00ad","abstract_canon_sha256":"ee15880252acc9dafd52ab1f63c30b00f3a0ec32be5d29bb28a9762f9069655b"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-23T00:11:50.312682Z","signature_b64":"UX9noOoCoBQYRj/kGiIFBs0w3Z1qvMCvEZbSUWs+R/cJCMJ3u9ju5bfnB7NTngbn7D4JPqPFGNdf2Zmp+1pGBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"0f9be0da0a3a1488b93127190275db54bee2decc37b9314130740e61dc3439d0","last_reissued_at":"2026-06-23T00:11:50.312205Z","signature_status":"signed_v1","first_computed_at":"2026-06-23T00:11:50.312205Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"BACC: Budget-Aware Calibration and Control for Horizontal Autoscaling","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.NI","authors_text":"Behrooz Farkiani, Fan Liu, Guanqi Li, Patrick Crowley","submitted_at":"2026-05-01T16:34:35Z","abstract_excerpt":"Cloud services must continuously adapt replica counts to fluctuating demand while respecting fixed-period reliability budgets. Many horizontal autoscalers either react to instantaneous utilization or provision against a fixed predictive risk target. These policies do not explicitly account for how much of the period-level violation budget has already been consumed, so they can be overly conservative when the budget is healthy and insufficiently conservative when the budget is being depleted. We present BACC, a model-agnostic framework for budget-aware horizontal autoscaling. BACC separates thr"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.20575","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/2606.20575/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2606.20575","created_at":"2026-06-23T00:11:50.312268+00:00"},{"alias_kind":"arxiv_version","alias_value":"2606.20575v1","created_at":"2026-06-23T00:11:50.312268+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.20575","created_at":"2026-06-23T00:11:50.312268+00:00"},{"alias_kind":"pith_short_12","alias_value":"B6N6BWQKHIKI","created_at":"2026-06-23T00:11:50.312268+00:00"},{"alias_kind":"pith_short_16","alias_value":"B6N6BWQKHIKIROJR","created_at":"2026-06-23T00:11:50.312268+00:00"},{"alias_kind":"pith_short_8","alias_value":"B6N6BWQK","created_at":"2026-06-23T00:11:50.312268+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS","json":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS.json","graph_json":"https://pith.science/api/pith-number/B6N6BWQKHIKIROJRE4MQE5O3KS/graph.json","events_json":"https://pith.science/api/pith-number/B6N6BWQKHIKIROJRE4MQE5O3KS/events.json","paper":"https://pith.science/paper/B6N6BWQK"},"agent_actions":{"view_html":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS","download_json":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS.json","view_paper":"https://pith.science/paper/B6N6BWQK","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2606.20575&json=true","fetch_graph":"https://pith.science/api/pith-number/B6N6BWQKHIKIROJRE4MQE5O3KS/graph.json","fetch_events":"https://pith.science/api/pith-number/B6N6BWQKHIKIROJRE4MQE5O3KS/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS/action/timestamp_anchor","attest_storage":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS/action/storage_attestation","attest_author":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS/action/author_attestation","sign_citation":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS/action/citation_signature","submit_replication":"https://pith.science/pith/B6N6BWQKHIKIROJRE4MQE5O3KS/action/replication_record"}},"created_at":"2026-06-23T00:11:50.312268+00:00","updated_at":"2026-06-23T00:11:50.312268+00:00"}