{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2016:JT3Q46R7J4R2YKDR7CO3IT6RG3","short_pith_number":"pith:JT3Q46R7","schema_version":"1.0","canonical_sha256":"4cf70e7a3f4f23ac2871f89db44fd136c61a6d23f212a40acd91f929e0b57c52","source":{"kind":"arxiv","id":"1604.03470","version":1},"attestation_state":"computed","paper":{"title":"Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.PF"],"primary_cat":"cs.DC","authors_text":"Alexandru Iosup, Athanasia Evangelinou, George Kousiouris, Giorgos Oikonomou, Nikolas Herbst, Rouven Krebs, Samuel Kounev","submitted_at":"2016-04-12T16:23:15Z","abstract_excerpt":"In the past decade, cloud computing has emerged from a pursuit for a service-driven information and communication technology (ICT), into a signifcant fraction of the ICT market. Responding to the growth of the market, many alternative cloud services and their underlying systems are currently vying for the attention of cloud users and providers. Thus, benchmarking them is needed, to enable cloud users to make an informed choice, and to enable system DevOps to tune, design, and evaluate their systems. This requires focusing on old and new system properties, possibly leading to the re-design of c"},"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":"1604.03470","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.DC","submitted_at":"2016-04-12T16:23:15Z","cross_cats_sorted":["cs.PF"],"title_canon_sha256":"45f520bd125b2ec59065cbbc511443b5398927461c1ba4f74c646285d0b39f6e","abstract_canon_sha256":"d1d58feb507a740ec28357915b0bdc9a3e85009937434db56cfde1d85c35c0bf"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:17:13.466668Z","signature_b64":"6GlB3GtyzGZxGDDaPLmmLCnKB0aYn5CziPCieiF60RZaI2y906vIF+sgiZomzIdraGi9DV4mOXJ97YEzDdMrCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4cf70e7a3f4f23ac2871f89db44fd136c61a6d23f212a40acd91f929e0b57c52","last_reissued_at":"2026-05-18T01:17:13.465976Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:17:13.465976Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Ready for Rain? A View from SPEC Research on the Future of Cloud Metrics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.PF"],"primary_cat":"cs.DC","authors_text":"Alexandru Iosup, Athanasia Evangelinou, George Kousiouris, Giorgos Oikonomou, Nikolas Herbst, Rouven Krebs, Samuel Kounev","submitted_at":"2016-04-12T16:23:15Z","abstract_excerpt":"In the past decade, cloud computing has emerged from a pursuit for a service-driven information and communication technology (ICT), into a signifcant fraction of the ICT market. Responding to the growth of the market, many alternative cloud services and their underlying systems are currently vying for the attention of cloud users and providers. Thus, benchmarking them is needed, to enable cloud users to make an informed choice, and to enable system DevOps to tune, design, and evaluate their systems. This requires focusing on old and new system properties, possibly leading to the re-design of c"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1604.03470","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":""},"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":"1604.03470","created_at":"2026-05-18T01:17:13.466086+00:00"},{"alias_kind":"arxiv_version","alias_value":"1604.03470v1","created_at":"2026-05-18T01:17:13.466086+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1604.03470","created_at":"2026-05-18T01:17:13.466086+00:00"},{"alias_kind":"pith_short_12","alias_value":"JT3Q46R7J4R2","created_at":"2026-05-18T12:30:25.849896+00:00"},{"alias_kind":"pith_short_16","alias_value":"JT3Q46R7J4R2YKDR","created_at":"2026-05-18T12:30:25.849896+00:00"},{"alias_kind":"pith_short_8","alias_value":"JT3Q46R7","created_at":"2026-05-18T12:30:25.849896+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/JT3Q46R7J4R2YKDR7CO3IT6RG3","json":"https://pith.science/pith/JT3Q46R7J4R2YKDR7CO3IT6RG3.json","graph_json":"https://pith.science/api/pith-number/JT3Q46R7J4R2YKDR7CO3IT6RG3/graph.json","events_json":"https://pith.science/api/pith-number/JT3Q46R7J4R2YKDR7CO3IT6RG3/events.json","paper":"https://pith.science/paper/JT3Q46R7"},"agent_actions":{"view_html":"https://pith.science/pith/JT3Q46R7J4R2YKDR7CO3IT6RG3","download_json":"https://pith.science/pith/JT3Q46R7J4R2YKDR7CO3IT6RG3.json","view_paper":"https://pith.science/paper/JT3Q46R7","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1604.03470&json=true","fetch_graph":"https://pith.science/api/pith-number/JT3Q46R7J4R2YKDR7CO3IT6RG3/graph.json","fetch_events":"https://pith.science/api/pith-number/JT3Q46R7J4R2YKDR7CO3IT6RG3/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/JT3Q46R7J4R2YKDR7CO3IT6RG3/action/timestamp_anchor","attest_storage":"https://pith.science/pith/JT3Q46R7J4R2YKDR7CO3IT6RG3/action/storage_attestation","attest_author":"https://pith.science/pith/JT3Q46R7J4R2YKDR7CO3IT6RG3/action/author_attestation","sign_citation":"https://pith.science/pith/JT3Q46R7J4R2YKDR7CO3IT6RG3/action/citation_signature","submit_replication":"https://pith.science/pith/JT3Q46R7J4R2YKDR7CO3IT6RG3/action/replication_record"}},"created_at":"2026-05-18T01:17:13.466086+00:00","updated_at":"2026-05-18T01:17:13.466086+00:00"}