{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:7UN6ZRXBLYROMRJRRCJDOCTJN5","short_pith_number":"pith:7UN6ZRXB","schema_version":"1.0","canonical_sha256":"fd1becc6e15e22e645318892370a696f50a72f83a51c269f870da5d3ba26c47a","source":{"kind":"arxiv","id":"1706.08877","version":1},"attestation_state":"computed","paper":{"title":"Rate-Distortion Classification for Self-Tuning IoT Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.NI","authors_text":"Davide Zordan, Michele Rossi, Michele Zorzi","submitted_at":"2017-06-27T14:20:08Z","abstract_excerpt":"Many future wireless sensor networks and the Internet of Things are expected to follow a software defined paradigm, where protocol parameters and behaviors will be dynamically tuned as a function of the signal statistics. New protocols will be then injected as a software as certain events occur. For instance, new data compressors could be (re)programmed on-the-fly as the monitored signal type or its statistical properties change. We consider a lossy compression scenario, where the application tolerates some distortion of the gathered signal in return for improved energy efficiency. To reap the"},"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":"1706.08877","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.NI","submitted_at":"2017-06-27T14:20:08Z","cross_cats_sorted":["cs.LG"],"title_canon_sha256":"30d725cf683adef389341aed42bd465673b90fb3021bb154e8f00da179fe0f72","abstract_canon_sha256":"71cef8063b27f42559e0f65f190485e8664faaf7bacb0ccb671b65a3bee7c70c"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:41:30.733691Z","signature_b64":"t0zhpdd1jPUk98CNn88BwtY+f3e6+lC9svK+Ozmx352CcEyoLdBcHDFDuD9cg4dsCilvwd0IAOG5kEy4OcbQAw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"fd1becc6e15e22e645318892370a696f50a72f83a51c269f870da5d3ba26c47a","last_reissued_at":"2026-05-18T00:41:30.733110Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:41:30.733110Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Rate-Distortion Classification for Self-Tuning IoT Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.LG"],"primary_cat":"cs.NI","authors_text":"Davide Zordan, Michele Rossi, Michele Zorzi","submitted_at":"2017-06-27T14:20:08Z","abstract_excerpt":"Many future wireless sensor networks and the Internet of Things are expected to follow a software defined paradigm, where protocol parameters and behaviors will be dynamically tuned as a function of the signal statistics. New protocols will be then injected as a software as certain events occur. For instance, new data compressors could be (re)programmed on-the-fly as the monitored signal type or its statistical properties change. We consider a lossy compression scenario, where the application tolerates some distortion of the gathered signal in return for improved energy efficiency. To reap the"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1706.08877","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":"1706.08877","created_at":"2026-05-18T00:41:30.733191+00:00"},{"alias_kind":"arxiv_version","alias_value":"1706.08877v1","created_at":"2026-05-18T00:41:30.733191+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1706.08877","created_at":"2026-05-18T00:41:30.733191+00:00"},{"alias_kind":"pith_short_12","alias_value":"7UN6ZRXBLYRO","created_at":"2026-05-18T12:31:05.417338+00:00"},{"alias_kind":"pith_short_16","alias_value":"7UN6ZRXBLYROMRJR","created_at":"2026-05-18T12:31:05.417338+00:00"},{"alias_kind":"pith_short_8","alias_value":"7UN6ZRXB","created_at":"2026-05-18T12:31:05.417338+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/7UN6ZRXBLYROMRJRRCJDOCTJN5","json":"https://pith.science/pith/7UN6ZRXBLYROMRJRRCJDOCTJN5.json","graph_json":"https://pith.science/api/pith-number/7UN6ZRXBLYROMRJRRCJDOCTJN5/graph.json","events_json":"https://pith.science/api/pith-number/7UN6ZRXBLYROMRJRRCJDOCTJN5/events.json","paper":"https://pith.science/paper/7UN6ZRXB"},"agent_actions":{"view_html":"https://pith.science/pith/7UN6ZRXBLYROMRJRRCJDOCTJN5","download_json":"https://pith.science/pith/7UN6ZRXBLYROMRJRRCJDOCTJN5.json","view_paper":"https://pith.science/paper/7UN6ZRXB","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1706.08877&json=true","fetch_graph":"https://pith.science/api/pith-number/7UN6ZRXBLYROMRJRRCJDOCTJN5/graph.json","fetch_events":"https://pith.science/api/pith-number/7UN6ZRXBLYROMRJRRCJDOCTJN5/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/7UN6ZRXBLYROMRJRRCJDOCTJN5/action/timestamp_anchor","attest_storage":"https://pith.science/pith/7UN6ZRXBLYROMRJRRCJDOCTJN5/action/storage_attestation","attest_author":"https://pith.science/pith/7UN6ZRXBLYROMRJRRCJDOCTJN5/action/author_attestation","sign_citation":"https://pith.science/pith/7UN6ZRXBLYROMRJRRCJDOCTJN5/action/citation_signature","submit_replication":"https://pith.science/pith/7UN6ZRXBLYROMRJRRCJDOCTJN5/action/replication_record"}},"created_at":"2026-05-18T00:41:30.733191+00:00","updated_at":"2026-05-18T00:41:30.733191+00:00"}