{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2018:YGORDHRWACKB7IXR7ACTM6LMVB","short_pith_number":"pith:YGORDHRW","canonical_record":{"source":{"id":"1806.09980","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SP","submitted_at":"2018-06-23T08:42:01Z","cross_cats_sorted":["cs.CV","cs.NI","eess.IV"],"title_canon_sha256":"0e3e92b247f643e008930d9e4b0049dc28fdc096a68c2a128cec7a2bd3f9922e","abstract_canon_sha256":"d45d4dfac6c0f9c622d39b6eb8ccaec80a2b5d4ed81bc38a7f0dda0b1bce8bf8"},"schema_version":"1.0"},"canonical_sha256":"c19d119e3600941fa2f1f80536796ca860fabb0460a210be4cc79956332a81d3","source":{"kind":"arxiv","id":"1806.09980","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1806.09980","created_at":"2026-05-18T00:12:22Z"},{"alias_kind":"arxiv_version","alias_value":"1806.09980v1","created_at":"2026-05-18T00:12:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1806.09980","created_at":"2026-05-18T00:12:22Z"},{"alias_kind":"pith_short_12","alias_value":"YGORDHRWACKB","created_at":"2026-05-18T12:33:04Z"},{"alias_kind":"pith_short_16","alias_value":"YGORDHRWACKB7IXR","created_at":"2026-05-18T12:33:04Z"},{"alias_kind":"pith_short_8","alias_value":"YGORDHRW","created_at":"2026-05-18T12:33:04Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2018:YGORDHRWACKB7IXR7ACTM6LMVB","target":"record","payload":{"canonical_record":{"source":{"id":"1806.09980","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SP","submitted_at":"2018-06-23T08:42:01Z","cross_cats_sorted":["cs.CV","cs.NI","eess.IV"],"title_canon_sha256":"0e3e92b247f643e008930d9e4b0049dc28fdc096a68c2a128cec7a2bd3f9922e","abstract_canon_sha256":"d45d4dfac6c0f9c622d39b6eb8ccaec80a2b5d4ed81bc38a7f0dda0b1bce8bf8"},"schema_version":"1.0"},"canonical_sha256":"c19d119e3600941fa2f1f80536796ca860fabb0460a210be4cc79956332a81d3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:12:22.553857Z","signature_b64":"dT+hicWBg1kE3w3GGqgbUMnVl6/JzzW0F5e25xbGfoMZ3LbvfHbLBgjXQa3UDlNs7WzRZTY/w0nXFgx3hzB9Cg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"c19d119e3600941fa2f1f80536796ca860fabb0460a210be4cc79956332a81d3","last_reissued_at":"2026-05-18T00:12:22.553198Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:12:22.553198Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1806.09980","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:12:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dZbE5B4TSkUH8Z8PkAHko3BZluswJrbOvDcmLpboc8vjgp/1uWb3H/FC5VqCuZoI8zJxnfIOzzXS1N5otI0MCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T17:34:06.601938Z"},"content_sha256":"b38eab1c61f4da6eb8b92beab9698a15399363a7d86fa1a1d332d57720d039de","schema_version":"1.0","event_id":"sha256:b38eab1c61f4da6eb8b92beab9698a15399363a7d86fa1a1d332d57720d039de"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2018:YGORDHRWACKB7IXR7ACTM6LMVB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networks","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CV","cs.NI","eess.IV"],"primary_cat":"eess.SP","authors_text":"Mahmood Ashraf Khan, Manal Abdullah, Muhammad Talal Hassan, Muzammil Behzad, Yao Ge","submitted_at":"2018-06-23T08:42:01Z","abstract_excerpt":"In this paper, we propose a novel framework for performance optimization in Internet of Things (IoT)-based next-generation wireless sensor networks. In particular, a computationally-convenient system is presented to combat two major research problems in sensor networks. First is the conventionally-tackled resource optimization problem which triggers the drainage of battery at a faster rate within a network. Such drainage promotes inefficient resource usage thereby causing sudden death of the network. The second main bottleneck for such networks is that of data degradation. This is because the "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1806.09980","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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T00:12:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"rvhVQhPcEERw/u4LNQ8rJB7MsQJ0+qmOHrRQK2uQk3TO9Tq8x0VZEei0b/MO5bCiI8LqT4qckGAL8yPrg71tCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-06-03T17:34:06.602282Z"},"content_sha256":"38b92a832c13dae747337aad12c8b65848caddd0bdabcc1fa78c53cbb5820541","schema_version":"1.0","event_id":"sha256:38b92a832c13dae747337aad12c8b65848caddd0bdabcc1fa78c53cbb5820541"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/YGORDHRWACKB7IXR7ACTM6LMVB/bundle.json","state_url":"https://pith.science/pith/YGORDHRWACKB7IXR7ACTM6LMVB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/YGORDHRWACKB7IXR7ACTM6LMVB/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-06-03T17:34:06Z","links":{"resolver":"https://pith.science/pith/YGORDHRWACKB7IXR7ACTM6LMVB","bundle":"https://pith.science/pith/YGORDHRWACKB7IXR7ACTM6LMVB/bundle.json","state":"https://pith.science/pith/YGORDHRWACKB7IXR7ACTM6LMVB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/YGORDHRWACKB7IXR7ACTM6LMVB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:YGORDHRWACKB7IXR7ACTM6LMVB","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"d45d4dfac6c0f9c622d39b6eb8ccaec80a2b5d4ed81bc38a7f0dda0b1bce8bf8","cross_cats_sorted":["cs.CV","cs.NI","eess.IV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SP","submitted_at":"2018-06-23T08:42:01Z","title_canon_sha256":"0e3e92b247f643e008930d9e4b0049dc28fdc096a68c2a128cec7a2bd3f9922e"},"schema_version":"1.0","source":{"id":"1806.09980","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1806.09980","created_at":"2026-05-18T00:12:22Z"},{"alias_kind":"arxiv_version","alias_value":"1806.09980v1","created_at":"2026-05-18T00:12:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1806.09980","created_at":"2026-05-18T00:12:22Z"},{"alias_kind":"pith_short_12","alias_value":"YGORDHRWACKB","created_at":"2026-05-18T12:33:04Z"},{"alias_kind":"pith_short_16","alias_value":"YGORDHRWACKB7IXR","created_at":"2026-05-18T12:33:04Z"},{"alias_kind":"pith_short_8","alias_value":"YGORDHRW","created_at":"2026-05-18T12:33:04Z"}],"graph_snapshots":[{"event_id":"sha256:38b92a832c13dae747337aad12c8b65848caddd0bdabcc1fa78c53cbb5820541","target":"graph","created_at":"2026-05-18T00:12:22Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"In this paper, we propose a novel framework for performance optimization in Internet of Things (IoT)-based next-generation wireless sensor networks. In particular, a computationally-convenient system is presented to combat two major research problems in sensor networks. First is the conventionally-tackled resource optimization problem which triggers the drainage of battery at a faster rate within a network. Such drainage promotes inefficient resource usage thereby causing sudden death of the network. The second main bottleneck for such networks is that of data degradation. This is because the ","authors_text":"Mahmood Ashraf Khan, Manal Abdullah, Muhammad Talal Hassan, Muzammil Behzad, Yao Ge","cross_cats":["cs.CV","cs.NI","eess.IV"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SP","submitted_at":"2018-06-23T08:42:01Z","title":"Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networks"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1806.09980","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:b38eab1c61f4da6eb8b92beab9698a15399363a7d86fa1a1d332d57720d039de","target":"record","created_at":"2026-05-18T00:12:22Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"d45d4dfac6c0f9c622d39b6eb8ccaec80a2b5d4ed81bc38a7f0dda0b1bce8bf8","cross_cats_sorted":["cs.CV","cs.NI","eess.IV"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"eess.SP","submitted_at":"2018-06-23T08:42:01Z","title_canon_sha256":"0e3e92b247f643e008930d9e4b0049dc28fdc096a68c2a128cec7a2bd3f9922e"},"schema_version":"1.0","source":{"id":"1806.09980","kind":"arxiv","version":1}},"canonical_sha256":"c19d119e3600941fa2f1f80536796ca860fabb0460a210be4cc79956332a81d3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"c19d119e3600941fa2f1f80536796ca860fabb0460a210be4cc79956332a81d3","first_computed_at":"2026-05-18T00:12:22.553198Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:12:22.553198Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"dT+hicWBg1kE3w3GGqgbUMnVl6/JzzW0F5e25xbGfoMZ3LbvfHbLBgjXQa3UDlNs7WzRZTY/w0nXFgx3hzB9Cg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:12:22.553857Z","signed_message":"canonical_sha256_bytes"},"source_id":"1806.09980","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b38eab1c61f4da6eb8b92beab9698a15399363a7d86fa1a1d332d57720d039de","sha256:38b92a832c13dae747337aad12c8b65848caddd0bdabcc1fa78c53cbb5820541"],"state_sha256":"0702b27aa7d97bbb63d8074827837ace07e2d5b160afc3fe2aae9f7e3368cb35"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"t0DtX/qCirbxsSE9+E1aFfntDDEfO5b5XcH02SkJHT8vMXZMqUmZ3w8MIyy9ovW4feaiYOSxL3WKOVAlmrsFDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-06-03T17:34:06.604442Z","bundle_sha256":"7d6051a1fc3e0184feb563eb39a663f80d2a1d042c73f391dd1a9212d7c2553f"}}