{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:T3XSD5RUZO7R46SR6SEZVVXPQL","short_pith_number":"pith:T3XSD5RU","schema_version":"1.0","canonical_sha256":"9eef21f634cbbf1e7a51f4899ad6ef82d372fa300f54060a1baa1bdff79fd7f1","source":{"kind":"arxiv","id":"2508.12385","version":1},"attestation_state":"computed","paper":{"title":"System-driven Interactive Design Support for Cloud Architecture: A Qualitative User Experience Study with Novice Engineers","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.SE"],"primary_cat":"cs.HC","authors_text":"Akira Kasuga, Ryosuke Kohita","submitted_at":"2025-08-17T14:48:09Z","abstract_excerpt":"Cloud architecture design presents significant challenges due to the necessity of clarifying ambiguous requirements and systematically addressing complex trade-offs, especially for novice engineers with limited cloud experience. While recent advances in the use of AI tools have broadened available options, system-driven approaches that offer explicit guidance and step-by-step information management may be especially effective in supporting novices during the design process. This study qualitatively examines the experiences of 60 novice engineers using such a system-driven cloud design support "},"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":"2508.12385","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.HC","submitted_at":"2025-08-17T14:48:09Z","cross_cats_sorted":["cs.SE"],"title_canon_sha256":"df6ea1757220bae35ba82b6290dbbd93d8ec442e4424c0a671cad14db43c1f91","abstract_canon_sha256":"94eafbf7b0c6ebf836d9a70f1b6f56913cddf7cd4718597104a40b434d771b45"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:55:04.823641Z","signature_b64":"+tA/jnI5HdeLBz25N1PhZBj+lOdC9r+/QFV9pVof3NWSbMpcSOjXCeyEWeQOaIT5OoeTo00ALeiVKe73HHtKDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9eef21f634cbbf1e7a51f4899ad6ef82d372fa300f54060a1baa1bdff79fd7f1","last_reissued_at":"2026-07-05T11:55:04.823169Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:55:04.823169Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"System-driven Interactive Design Support for Cloud Architecture: A Qualitative User Experience Study with Novice Engineers","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["cs.SE"],"primary_cat":"cs.HC","authors_text":"Akira Kasuga, Ryosuke Kohita","submitted_at":"2025-08-17T14:48:09Z","abstract_excerpt":"Cloud architecture design presents significant challenges due to the necessity of clarifying ambiguous requirements and systematically addressing complex trade-offs, especially for novice engineers with limited cloud experience. While recent advances in the use of AI tools have broadened available options, system-driven approaches that offer explicit guidance and step-by-step information management may be especially effective in supporting novices during the design process. This study qualitatively examines the experiences of 60 novice engineers using such a system-driven cloud design support "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2508.12385","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/2508.12385/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":"2508.12385","created_at":"2026-07-05T11:55:04.823228+00:00"},{"alias_kind":"arxiv_version","alias_value":"2508.12385v1","created_at":"2026-07-05T11:55:04.823228+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2508.12385","created_at":"2026-07-05T11:55:04.823228+00:00"},{"alias_kind":"pith_short_12","alias_value":"T3XSD5RUZO7R","created_at":"2026-07-05T11:55:04.823228+00:00"},{"alias_kind":"pith_short_16","alias_value":"T3XSD5RUZO7R46SR","created_at":"2026-07-05T11:55:04.823228+00:00"},{"alias_kind":"pith_short_8","alias_value":"T3XSD5RU","created_at":"2026-07-05T11:55:04.823228+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/T3XSD5RUZO7R46SR6SEZVVXPQL","json":"https://pith.science/pith/T3XSD5RUZO7R46SR6SEZVVXPQL.json","graph_json":"https://pith.science/api/pith-number/T3XSD5RUZO7R46SR6SEZVVXPQL/graph.json","events_json":"https://pith.science/api/pith-number/T3XSD5RUZO7R46SR6SEZVVXPQL/events.json","paper":"https://pith.science/paper/T3XSD5RU"},"agent_actions":{"view_html":"https://pith.science/pith/T3XSD5RUZO7R46SR6SEZVVXPQL","download_json":"https://pith.science/pith/T3XSD5RUZO7R46SR6SEZVVXPQL.json","view_paper":"https://pith.science/paper/T3XSD5RU","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2508.12385&json=true","fetch_graph":"https://pith.science/api/pith-number/T3XSD5RUZO7R46SR6SEZVVXPQL/graph.json","fetch_events":"https://pith.science/api/pith-number/T3XSD5RUZO7R46SR6SEZVVXPQL/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/T3XSD5RUZO7R46SR6SEZVVXPQL/action/timestamp_anchor","attest_storage":"https://pith.science/pith/T3XSD5RUZO7R46SR6SEZVVXPQL/action/storage_attestation","attest_author":"https://pith.science/pith/T3XSD5RUZO7R46SR6SEZVVXPQL/action/author_attestation","sign_citation":"https://pith.science/pith/T3XSD5RUZO7R46SR6SEZVVXPQL/action/citation_signature","submit_replication":"https://pith.science/pith/T3XSD5RUZO7R46SR6SEZVVXPQL/action/replication_record"}},"created_at":"2026-07-05T11:55:04.823228+00:00","updated_at":"2026-07-05T11:55:04.823228+00:00"}