{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2014:VMFRK2ATIBI5FNDLZU24NE4WPB","short_pith_number":"pith:VMFRK2AT","schema_version":"1.0","canonical_sha256":"ab0b1568134051d2b46bcd35c693967853a5e983f1b70fe45774565d91137562","source":{"kind":"arxiv","id":"1402.3606","version":4},"attestation_state":"computed","paper":{"title":"Routing and Staffing when Servers are Strategic","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY","math.OC"],"primary_cat":"cs.GT","authors_text":"Adam Wierman, Amy R. Ward, Ragavendran Gopalakrishnan, Sherwin Doroudi","submitted_at":"2014-02-14T21:21:14Z","abstract_excerpt":"Traditionally, research focusing on the design of routing and staffing policies for service systems has modeled servers as having fixed (possibly heterogeneous) service rates. However, service systems are generally staffed by people. Furthermore, people respond to workload incentives; that is, how hard a person works can depend both on how much work there is, and how the work is divided between the people responsible for it. In a service system, the routing and staffing policies control such workload incentives; and so the rate servers work will be impacted by the system's routing and staffing"},"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":"1402.3606","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2014-02-14T21:21:14Z","cross_cats_sorted":["cs.SY","math.OC"],"title_canon_sha256":"050f58693ab67d32d7bd3caaed5685cddfe6dcef0725af9e6deb60051d549d4e","abstract_canon_sha256":"f7bd32c7c635af623324868f703efd6853465a5a0f86b914f23560ffc45a787f"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:18:28.343269Z","signature_b64":"TdtojPBZ2lBYP5UJIeKrXdBk0kK9eJkDZq52Ie4ALzsBH19e+dkfVyXc+Ayd0YwyJIwR3ieUZ/2OfyijYn28AQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"ab0b1568134051d2b46bcd35c693967853a5e983f1b70fe45774565d91137562","last_reissued_at":"2026-05-18T01:18:28.342699Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:18:28.342699Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Routing and Staffing when Servers are Strategic","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.SY","math.OC"],"primary_cat":"cs.GT","authors_text":"Adam Wierman, Amy R. Ward, Ragavendran Gopalakrishnan, Sherwin Doroudi","submitted_at":"2014-02-14T21:21:14Z","abstract_excerpt":"Traditionally, research focusing on the design of routing and staffing policies for service systems has modeled servers as having fixed (possibly heterogeneous) service rates. However, service systems are generally staffed by people. Furthermore, people respond to workload incentives; that is, how hard a person works can depend both on how much work there is, and how the work is divided between the people responsible for it. In a service system, the routing and staffing policies control such workload incentives; and so the rate servers work will be impacted by the system's routing and staffing"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1402.3606","kind":"arxiv","version":4},"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":"1402.3606","created_at":"2026-05-18T01:18:28.342775+00:00"},{"alias_kind":"arxiv_version","alias_value":"1402.3606v4","created_at":"2026-05-18T01:18:28.342775+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1402.3606","created_at":"2026-05-18T01:18:28.342775+00:00"},{"alias_kind":"pith_short_12","alias_value":"VMFRK2ATIBI5","created_at":"2026-05-18T12:28:54.890064+00:00"},{"alias_kind":"pith_short_16","alias_value":"VMFRK2ATIBI5FNDL","created_at":"2026-05-18T12:28:54.890064+00:00"},{"alias_kind":"pith_short_8","alias_value":"VMFRK2AT","created_at":"2026-05-18T12:28:54.890064+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/VMFRK2ATIBI5FNDLZU24NE4WPB","json":"https://pith.science/pith/VMFRK2ATIBI5FNDLZU24NE4WPB.json","graph_json":"https://pith.science/api/pith-number/VMFRK2ATIBI5FNDLZU24NE4WPB/graph.json","events_json":"https://pith.science/api/pith-number/VMFRK2ATIBI5FNDLZU24NE4WPB/events.json","paper":"https://pith.science/paper/VMFRK2AT"},"agent_actions":{"view_html":"https://pith.science/pith/VMFRK2ATIBI5FNDLZU24NE4WPB","download_json":"https://pith.science/pith/VMFRK2ATIBI5FNDLZU24NE4WPB.json","view_paper":"https://pith.science/paper/VMFRK2AT","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1402.3606&json=true","fetch_graph":"https://pith.science/api/pith-number/VMFRK2ATIBI5FNDLZU24NE4WPB/graph.json","fetch_events":"https://pith.science/api/pith-number/VMFRK2ATIBI5FNDLZU24NE4WPB/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/VMFRK2ATIBI5FNDLZU24NE4WPB/action/timestamp_anchor","attest_storage":"https://pith.science/pith/VMFRK2ATIBI5FNDLZU24NE4WPB/action/storage_attestation","attest_author":"https://pith.science/pith/VMFRK2ATIBI5FNDLZU24NE4WPB/action/author_attestation","sign_citation":"https://pith.science/pith/VMFRK2ATIBI5FNDLZU24NE4WPB/action/citation_signature","submit_replication":"https://pith.science/pith/VMFRK2ATIBI5FNDLZU24NE4WPB/action/replication_record"}},"created_at":"2026-05-18T01:18:28.342775+00:00","updated_at":"2026-05-18T01:18:28.342775+00:00"}