{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:VTVVCAQNEMB2FLLEWEADZ4RIXS","short_pith_number":"pith:VTVVCAQN","canonical_record":{"source":{"id":"2406.15732","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-22T04:42:37Z","cross_cats_sorted":[],"title_canon_sha256":"4c2baf693af7566bf4957788f6adb5e23a71d78357a61e91cc10a3a9a0a7f395","abstract_canon_sha256":"f24f2b184610eecb92450dcf487a18050a1e29f26b20b49708abbd8af7234f70"},"schema_version":"1.0"},"canonical_sha256":"aceb51020d2303a2ad64b1003cf228bc9c5aac9c18169f3964d68fccb068a413","source":{"kind":"arxiv","id":"2406.15732","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.15732","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"arxiv_version","alias_value":"2406.15732v1","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.15732","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"pith_short_12","alias_value":"VTVVCAQNEMB2","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"pith_short_16","alias_value":"VTVVCAQNEMB2FLLE","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"pith_short_8","alias_value":"VTVVCAQN","created_at":"2026-07-05T08:35:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:VTVVCAQNEMB2FLLEWEADZ4RIXS","target":"record","payload":{"canonical_record":{"source":{"id":"2406.15732","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-22T04:42:37Z","cross_cats_sorted":[],"title_canon_sha256":"4c2baf693af7566bf4957788f6adb5e23a71d78357a61e91cc10a3a9a0a7f395","abstract_canon_sha256":"f24f2b184610eecb92450dcf487a18050a1e29f26b20b49708abbd8af7234f70"},"schema_version":"1.0"},"canonical_sha256":"aceb51020d2303a2ad64b1003cf228bc9c5aac9c18169f3964d68fccb068a413","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:35:26.759025Z","signature_b64":"/ObjwVlAWhIYJ0VG4Cuetj5Kdb4Vc8r9keRPJ8Ih8VoVKXdQ1uuBfEZgE7lekVEcQoOi2AfECygGkU+rXs3gDQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"aceb51020d2303a2ad64b1003cf228bc9c5aac9c18169f3964d68fccb068a413","last_reissued_at":"2026-07-05T08:35:26.758582Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:35:26.758582Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2406.15732","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":"2026-07-05T08:35:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"RIM9nIw+jvm4F9Hl+NCl7ID25PWjI7yV/UN1ABWDsYhbL06930f0XqI+myluPEYmKgGfgOEKez6eW48Sqv9iDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-24T02:32:29.246390Z"},"content_sha256":"b929435f6ae23237f6f4ed540d4575647e4686fe288bd26f57f5b3600ad9596e","schema_version":"1.0","event_id":"sha256:b929435f6ae23237f6f4ed540d4575647e4686fe288bd26f57f5b3600ad9596e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:VTVVCAQNEMB2FLLEWEADZ4RIXS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"AI-Driven Approaches for Optimizing Power Consumption: A Comprehensive Survey","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Abdur Rashid, Angona Biswas, Kishor Datta Gupta, Md Abdullah Al Nasim, Parag Biswas, Roy George","submitted_at":"2024-06-22T04:42:37Z","abstract_excerpt":"Reduced environmental effect, lower operating costs, and a stable and sustainable energy supply for current and future generations are the main reasons why power optimization is important. Power optimization makes ensuring that energy is used more effectively, cutting down on waste and optimizing the utilization of resources.In today's world, power optimization and artificial intelligence (AI) integration are essential to changing the way energy is produced, used, and distributed. Real-time monitoring and analysis of power usage trends is made possible by AI-driven algorithms and predictive an"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.15732","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/2406.15732/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:35:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"qV3V7aw2Ugyh8hanJfpIRBQm6MJPSdCVLCUtjducvw8U3YjFs1i0/NNPb4ZZ+UR+yF0le/yyASZ6TfAEnZAeDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-24T02:32:29.246762Z"},"content_sha256":"d93641fec5247bcd046b7973f4c5000ca71d3f3b718cc242041e6dbcd1a5b937","schema_version":"1.0","event_id":"sha256:d93641fec5247bcd046b7973f4c5000ca71d3f3b718cc242041e6dbcd1a5b937"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/VTVVCAQNEMB2FLLEWEADZ4RIXS/bundle.json","state_url":"https://pith.science/pith/VTVVCAQNEMB2FLLEWEADZ4RIXS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/VTVVCAQNEMB2FLLEWEADZ4RIXS/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":"2026-07-24T02:32:29Z","links":{"resolver":"https://pith.science/pith/VTVVCAQNEMB2FLLEWEADZ4RIXS","bundle":"https://pith.science/pith/VTVVCAQNEMB2FLLEWEADZ4RIXS/bundle.json","state":"https://pith.science/pith/VTVVCAQNEMB2FLLEWEADZ4RIXS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/VTVVCAQNEMB2FLLEWEADZ4RIXS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:VTVVCAQNEMB2FLLEWEADZ4RIXS","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":"f24f2b184610eecb92450dcf487a18050a1e29f26b20b49708abbd8af7234f70","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-22T04:42:37Z","title_canon_sha256":"4c2baf693af7566bf4957788f6adb5e23a71d78357a61e91cc10a3a9a0a7f395"},"schema_version":"1.0","source":{"id":"2406.15732","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2406.15732","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"arxiv_version","alias_value":"2406.15732v1","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2406.15732","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"pith_short_12","alias_value":"VTVVCAQNEMB2","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"pith_short_16","alias_value":"VTVVCAQNEMB2FLLE","created_at":"2026-07-05T08:35:26Z"},{"alias_kind":"pith_short_8","alias_value":"VTVVCAQN","created_at":"2026-07-05T08:35:26Z"}],"graph_snapshots":[{"event_id":"sha256:d93641fec5247bcd046b7973f4c5000ca71d3f3b718cc242041e6dbcd1a5b937","target":"graph","created_at":"2026-07-05T08:35:26Z","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"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2406.15732/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Reduced environmental effect, lower operating costs, and a stable and sustainable energy supply for current and future generations are the main reasons why power optimization is important. Power optimization makes ensuring that energy is used more effectively, cutting down on waste and optimizing the utilization of resources.In today's world, power optimization and artificial intelligence (AI) integration are essential to changing the way energy is produced, used, and distributed. Real-time monitoring and analysis of power usage trends is made possible by AI-driven algorithms and predictive an","authors_text":"Abdur Rashid, Angona Biswas, Kishor Datta Gupta, Md Abdullah Al Nasim, Parag Biswas, Roy George","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-22T04:42:37Z","title":"AI-Driven Approaches for Optimizing Power Consumption: A Comprehensive Survey"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2406.15732","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:b929435f6ae23237f6f4ed540d4575647e4686fe288bd26f57f5b3600ad9596e","target":"record","created_at":"2026-07-05T08:35:26Z","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":"f24f2b184610eecb92450dcf487a18050a1e29f26b20b49708abbd8af7234f70","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-06-22T04:42:37Z","title_canon_sha256":"4c2baf693af7566bf4957788f6adb5e23a71d78357a61e91cc10a3a9a0a7f395"},"schema_version":"1.0","source":{"id":"2406.15732","kind":"arxiv","version":1}},"canonical_sha256":"aceb51020d2303a2ad64b1003cf228bc9c5aac9c18169f3964d68fccb068a413","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"aceb51020d2303a2ad64b1003cf228bc9c5aac9c18169f3964d68fccb068a413","first_computed_at":"2026-07-05T08:35:26.758582Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:35:26.758582Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/ObjwVlAWhIYJ0VG4Cuetj5Kdb4Vc8r9keRPJ8Ih8VoVKXdQ1uuBfEZgE7lekVEcQoOi2AfECygGkU+rXs3gDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T08:35:26.759025Z","signed_message":"canonical_sha256_bytes"},"source_id":"2406.15732","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:b929435f6ae23237f6f4ed540d4575647e4686fe288bd26f57f5b3600ad9596e","sha256:d93641fec5247bcd046b7973f4c5000ca71d3f3b718cc242041e6dbcd1a5b937"],"state_sha256":"45419068227a7a9848c04ff267b085f0eb99b50ab60b846af8e93794aba2801e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CCAcyAjYNSMdTIB+vDJeGdGf/N0n7ToBXDKeGYbVwV90FOWVe0fi5n7Zfom1bbt4ydK+FRT2sonTg/YySjvKCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-24T02:32:29.248904Z","bundle_sha256":"01f05ced0f389229b45a786e0c05625363a46793ccca6d822c518e1e2d655dc4"}}