{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2012:JB2LCP6M2ID65O6HDESU4ZILFI","short_pith_number":"pith:JB2LCP6M","schema_version":"1.0","canonical_sha256":"4874b13fccd207eebbc719254e650b2a3745707a963bf95dedbf54dd8ad35339","source":{"kind":"arxiv","id":"1211.3677","version":1},"attestation_state":"computed","paper":{"title":"Pricing and Intervention in Slotted-Aloha: Technical Report","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.NI"],"primary_cat":"cs.GT","authors_text":"Luca Canzian, Michele Zorzi, Mihaela van der Schaar, Yuanzhang Xiao","submitted_at":"2012-11-15T17:52:30Z","abstract_excerpt":"In many wireless communication networks a common channel is shared by multiple users who must compete to gain access to it. The operation of the network by self-interested and strategic users usually leads to the overuse of the channel resources and to substantial inefficiencies. Hence, incentive schemes are needed to overcome the inefficiencies of non-cooperative equilibrium. In this work we consider a slotted-Aloha like random access protocol and two incentive schemes: pricing and intervention. We provide some criteria for the designer of the protocol to choose one scheme between them and to"},"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":"1211.3677","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2012-11-15T17:52:30Z","cross_cats_sorted":["cs.NI"],"title_canon_sha256":"60d365729fcf872c7520dcb2db6140c77cbadb3c22ded1f0dfd07e5c7c9cb56d","abstract_canon_sha256":"d426088379603faebc503f5961e14b012b8fa099c4523ef773b7bd629d903c33"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T03:40:39.097751Z","signature_b64":"KsNdgGsUnnSEsKaPeNQiMvJVHroxKyHXREgwx7IDmS5P4PccQiPcHzCvL70AS52/UXA80nvllXf+uSswY/jyCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"4874b13fccd207eebbc719254e650b2a3745707a963bf95dedbf54dd8ad35339","last_reissued_at":"2026-05-18T03:40:39.096991Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T03:40:39.096991Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Pricing and Intervention in Slotted-Aloha: Technical Report","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.NI"],"primary_cat":"cs.GT","authors_text":"Luca Canzian, Michele Zorzi, Mihaela van der Schaar, Yuanzhang Xiao","submitted_at":"2012-11-15T17:52:30Z","abstract_excerpt":"In many wireless communication networks a common channel is shared by multiple users who must compete to gain access to it. The operation of the network by self-interested and strategic users usually leads to the overuse of the channel resources and to substantial inefficiencies. Hence, incentive schemes are needed to overcome the inefficiencies of non-cooperative equilibrium. In this work we consider a slotted-Aloha like random access protocol and two incentive schemes: pricing and intervention. We provide some criteria for the designer of the protocol to choose one scheme between them and to"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1211.3677","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":"1211.3677","created_at":"2026-05-18T03:40:39.097108+00:00"},{"alias_kind":"arxiv_version","alias_value":"1211.3677v1","created_at":"2026-05-18T03:40:39.097108+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1211.3677","created_at":"2026-05-18T03:40:39.097108+00:00"},{"alias_kind":"pith_short_12","alias_value":"JB2LCP6M2ID6","created_at":"2026-05-18T12:27:11.947152+00:00"},{"alias_kind":"pith_short_16","alias_value":"JB2LCP6M2ID65O6H","created_at":"2026-05-18T12:27:11.947152+00:00"},{"alias_kind":"pith_short_8","alias_value":"JB2LCP6M","created_at":"2026-05-18T12:27:11.947152+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/JB2LCP6M2ID65O6HDESU4ZILFI","json":"https://pith.science/pith/JB2LCP6M2ID65O6HDESU4ZILFI.json","graph_json":"https://pith.science/api/pith-number/JB2LCP6M2ID65O6HDESU4ZILFI/graph.json","events_json":"https://pith.science/api/pith-number/JB2LCP6M2ID65O6HDESU4ZILFI/events.json","paper":"https://pith.science/paper/JB2LCP6M"},"agent_actions":{"view_html":"https://pith.science/pith/JB2LCP6M2ID65O6HDESU4ZILFI","download_json":"https://pith.science/pith/JB2LCP6M2ID65O6HDESU4ZILFI.json","view_paper":"https://pith.science/paper/JB2LCP6M","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1211.3677&json=true","fetch_graph":"https://pith.science/api/pith-number/JB2LCP6M2ID65O6HDESU4ZILFI/graph.json","fetch_events":"https://pith.science/api/pith-number/JB2LCP6M2ID65O6HDESU4ZILFI/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/JB2LCP6M2ID65O6HDESU4ZILFI/action/timestamp_anchor","attest_storage":"https://pith.science/pith/JB2LCP6M2ID65O6HDESU4ZILFI/action/storage_attestation","attest_author":"https://pith.science/pith/JB2LCP6M2ID65O6HDESU4ZILFI/action/author_attestation","sign_citation":"https://pith.science/pith/JB2LCP6M2ID65O6HDESU4ZILFI/action/citation_signature","submit_replication":"https://pith.science/pith/JB2LCP6M2ID65O6HDESU4ZILFI/action/replication_record"}},"created_at":"2026-05-18T03:40:39.097108+00:00","updated_at":"2026-05-18T03:40:39.097108+00:00"}