{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:OQM6QHOZIYTY4RQXKRCBDVO37B","short_pith_number":"pith:OQM6QHOZ","schema_version":"1.0","canonical_sha256":"7419e81dd946278e4617544411d5dbf8446566fdfd27ff548808288e75aae2e0","source":{"kind":"arxiv","id":"2501.07676","version":2},"attestation_state":"computed","paper":{"title":"Smells-sus: Sustainability Smells in IaC","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.DC","cs.NI"],"primary_cat":"cs.SE","authors_text":"Mohammad Hamdaqa, Seif Kosbar","submitted_at":"2025-01-13T20:24:10Z","abstract_excerpt":"Practitioners use Infrastructure as Code (IaC) scripts to efficiently configure IT infrastructures through machine-readable definition files. However, during the development of these scripts, some code patterns or deployment choices may lead to sustainability issues like inefficient resource utilization or redundant provisioning for example. We call this type of patterns sustainability smells. These inefficiencies pose significant environmental and financial challenges, given the growing scale of cloud computing. This research focuses on Terraform, a widely adopted IaC tool. Our study involves"},"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":"2501.07676","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2025-01-13T20:24:10Z","cross_cats_sorted":["cs.DC","cs.NI"],"title_canon_sha256":"3adeed9fd1aa3104acd86970f6b98c8a2a633d6ebc9668aefa8fcb93171da858","abstract_canon_sha256":"01f4f243167db224c5f6b0e7c6f51bd54e3dd134f92eda15c50b0d0b78f8283e"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:02:58.211452Z","signature_b64":"byUW5pR6jGQ9OKu1PFTSjBsHN3NBOIxJnYBDsC5ehhaey5xjNthnDawJEDu08ru+VOGerV9JhHWu/FgMNbNHCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7419e81dd946278e4617544411d5dbf8446566fdfd27ff548808288e75aae2e0","last_reissued_at":"2026-07-05T10:02:58.210882Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:02:58.210882Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Smells-sus: Sustainability Smells in IaC","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.DC","cs.NI"],"primary_cat":"cs.SE","authors_text":"Mohammad Hamdaqa, Seif Kosbar","submitted_at":"2025-01-13T20:24:10Z","abstract_excerpt":"Practitioners use Infrastructure as Code (IaC) scripts to efficiently configure IT infrastructures through machine-readable definition files. However, during the development of these scripts, some code patterns or deployment choices may lead to sustainability issues like inefficient resource utilization or redundant provisioning for example. We call this type of patterns sustainability smells. These inefficiencies pose significant environmental and financial challenges, given the growing scale of cloud computing. This research focuses on Terraform, a widely adopted IaC tool. Our study involves"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.07676","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/2501.07676/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":"2501.07676","created_at":"2026-07-05T10:02:58.210953+00:00"},{"alias_kind":"arxiv_version","alias_value":"2501.07676v2","created_at":"2026-07-05T10:02:58.210953+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.07676","created_at":"2026-07-05T10:02:58.210953+00:00"},{"alias_kind":"pith_short_12","alias_value":"OQM6QHOZIYTY","created_at":"2026-07-05T10:02:58.210953+00:00"},{"alias_kind":"pith_short_16","alias_value":"OQM6QHOZIYTY4RQX","created_at":"2026-07-05T10:02:58.210953+00:00"},{"alias_kind":"pith_short_8","alias_value":"OQM6QHOZ","created_at":"2026-07-05T10:02:58.210953+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/OQM6QHOZIYTY4RQXKRCBDVO37B","json":"https://pith.science/pith/OQM6QHOZIYTY4RQXKRCBDVO37B.json","graph_json":"https://pith.science/api/pith-number/OQM6QHOZIYTY4RQXKRCBDVO37B/graph.json","events_json":"https://pith.science/api/pith-number/OQM6QHOZIYTY4RQXKRCBDVO37B/events.json","paper":"https://pith.science/paper/OQM6QHOZ"},"agent_actions":{"view_html":"https://pith.science/pith/OQM6QHOZIYTY4RQXKRCBDVO37B","download_json":"https://pith.science/pith/OQM6QHOZIYTY4RQXKRCBDVO37B.json","view_paper":"https://pith.science/paper/OQM6QHOZ","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2501.07676&json=true","fetch_graph":"https://pith.science/api/pith-number/OQM6QHOZIYTY4RQXKRCBDVO37B/graph.json","fetch_events":"https://pith.science/api/pith-number/OQM6QHOZIYTY4RQXKRCBDVO37B/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/OQM6QHOZIYTY4RQXKRCBDVO37B/action/timestamp_anchor","attest_storage":"https://pith.science/pith/OQM6QHOZIYTY4RQXKRCBDVO37B/action/storage_attestation","attest_author":"https://pith.science/pith/OQM6QHOZIYTY4RQXKRCBDVO37B/action/author_attestation","sign_citation":"https://pith.science/pith/OQM6QHOZIYTY4RQXKRCBDVO37B/action/citation_signature","submit_replication":"https://pith.science/pith/OQM6QHOZIYTY4RQXKRCBDVO37B/action/replication_record"}},"created_at":"2026-07-05T10:02:58.210953+00:00","updated_at":"2026-07-05T10:02:58.210953+00:00"}