{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:6LAU3NQ5DONNEFGXM3OKLIHKNA","short_pith_number":"pith:6LAU3NQ5","canonical_record":{"source":{"id":"2306.12691","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-06-22T06:33:12Z","cross_cats_sorted":[],"title_canon_sha256":"943756ee292b93ad63e949977f1b6c0690dbc969d34ecd9225b88a8fbc35114c","abstract_canon_sha256":"50256b55d8f1d57113ec1a517a36506503f508c4ea98325f29d88448be403028"},"schema_version":"1.0"},"canonical_sha256":"f2c14db61d1b9ad214d766dca5a0ea681ae26408093a0f2bfb96b0264c362e94","source":{"kind":"arxiv","id":"2306.12691","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.12691","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"arxiv_version","alias_value":"2306.12691v1","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.12691","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"pith_short_12","alias_value":"6LAU3NQ5DONN","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"pith_short_16","alias_value":"6LAU3NQ5DONNEFGX","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"pith_short_8","alias_value":"6LAU3NQ5","created_at":"2026-07-05T06:23:41Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:6LAU3NQ5DONNEFGXM3OKLIHKNA","target":"record","payload":{"canonical_record":{"source":{"id":"2306.12691","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-06-22T06:33:12Z","cross_cats_sorted":[],"title_canon_sha256":"943756ee292b93ad63e949977f1b6c0690dbc969d34ecd9225b88a8fbc35114c","abstract_canon_sha256":"50256b55d8f1d57113ec1a517a36506503f508c4ea98325f29d88448be403028"},"schema_version":"1.0"},"canonical_sha256":"f2c14db61d1b9ad214d766dca5a0ea681ae26408093a0f2bfb96b0264c362e94","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:23:41.496376Z","signature_b64":"1+k6wX8J5gnViTs/gg9baCN79tifEVamIA2MvYna+Xn4pxu73ND1cOSzrfnn3+op5Vx/qLfPbOfZgdU4R+aCDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f2c14db61d1b9ad214d766dca5a0ea681ae26408093a0f2bfb96b0264c362e94","last_reissued_at":"2026-07-05T06:23:41.495898Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:23:41.495898Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2306.12691","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":"2026-07-05T06:23:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"e/kTsHryJFc2VidNKJt7KMbkLDjpZliimN2aFm/Uiz3qzJYANL1abNv+HChpS0LVGQMNucA7hqOP1LuCGkVaCQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T01:23:32.205591Z"},"content_sha256":"ca79b9d967ac6cb89fa2c72b8979c0b1357463d73a2d8bf5cada83a102be6c32","schema_version":"1.0","event_id":"sha256:ca79b9d967ac6cb89fa2c72b8979c0b1357463d73a2d8bf5cada83a102be6c32"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:6LAU3NQ5DONNEFGXM3OKLIHKNA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.LG","authors_text":"Eduardo Valle, J. C. S. Santos Filho, Juliano S. Assine, Marco Levorato","submitted_at":"2023-06-22T06:33:12Z","abstract_excerpt":"The execution of large deep neural networks (DNN) at mobile edge devices requires considerable consumption of critical resources, such as energy, while imposing demands on hardware capabilities. In approaches based on edge computing the execution of the models is offloaded to a compute-capable device positioned at the edge of 5G infrastructures. The main issue of the latter class of approaches is the need to transport information-rich signals over wireless links with limited and time-varying capacity. The recent split computing paradigm attempts to resolve this impasse by distributing the exec"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.12691","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/2306.12691/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":"2026-07-05T06:23:41Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lmBq3/epuiTcC+6zZZeRgJT+DElunxscuphwl9yGgZx5gEVKXDK5+LIn5SR3B6iDKhBXvoI3fkETIHlWvVRPBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T01:23:32.206120Z"},"content_sha256":"69ce2508544ba20f54de25b6e13ee8eba4d8a1be5de09e831a3249d84f9df44a","schema_version":"1.0","event_id":"sha256:69ce2508544ba20f54de25b6e13ee8eba4d8a1be5de09e831a3249d84f9df44a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6LAU3NQ5DONNEFGXM3OKLIHKNA/bundle.json","state_url":"https://pith.science/pith/6LAU3NQ5DONNEFGXM3OKLIHKNA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6LAU3NQ5DONNEFGXM3OKLIHKNA/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":"2026-08-07T01:23:32Z","links":{"resolver":"https://pith.science/pith/6LAU3NQ5DONNEFGXM3OKLIHKNA","bundle":"https://pith.science/pith/6LAU3NQ5DONNEFGXM3OKLIHKNA/bundle.json","state":"https://pith.science/pith/6LAU3NQ5DONNEFGXM3OKLIHKNA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6LAU3NQ5DONNEFGXM3OKLIHKNA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:6LAU3NQ5DONNEFGXM3OKLIHKNA","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":"50256b55d8f1d57113ec1a517a36506503f508c4ea98325f29d88448be403028","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-06-22T06:33:12Z","title_canon_sha256":"943756ee292b93ad63e949977f1b6c0690dbc969d34ecd9225b88a8fbc35114c"},"schema_version":"1.0","source":{"id":"2306.12691","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.12691","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"arxiv_version","alias_value":"2306.12691v1","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.12691","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"pith_short_12","alias_value":"6LAU3NQ5DONN","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"pith_short_16","alias_value":"6LAU3NQ5DONNEFGX","created_at":"2026-07-05T06:23:41Z"},{"alias_kind":"pith_short_8","alias_value":"6LAU3NQ5","created_at":"2026-07-05T06:23:41Z"}],"graph_snapshots":[{"event_id":"sha256:69ce2508544ba20f54de25b6e13ee8eba4d8a1be5de09e831a3249d84f9df44a","target":"graph","created_at":"2026-07-05T06:23:41Z","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/2306.12691/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The execution of large deep neural networks (DNN) at mobile edge devices requires considerable consumption of critical resources, such as energy, while imposing demands on hardware capabilities. In approaches based on edge computing the execution of the models is offloaded to a compute-capable device positioned at the edge of 5G infrastructures. The main issue of the latter class of approaches is the need to transport information-rich signals over wireless links with limited and time-varying capacity. The recent split computing paradigm attempts to resolve this impasse by distributing the exec","authors_text":"Eduardo Valle, J. C. S. Santos Filho, Juliano S. Assine, Marco Levorato","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-06-22T06:33:12Z","title":"Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.12691","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:ca79b9d967ac6cb89fa2c72b8979c0b1357463d73a2d8bf5cada83a102be6c32","target":"record","created_at":"2026-07-05T06:23:41Z","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":"50256b55d8f1d57113ec1a517a36506503f508c4ea98325f29d88448be403028","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-06-22T06:33:12Z","title_canon_sha256":"943756ee292b93ad63e949977f1b6c0690dbc969d34ecd9225b88a8fbc35114c"},"schema_version":"1.0","source":{"id":"2306.12691","kind":"arxiv","version":1}},"canonical_sha256":"f2c14db61d1b9ad214d766dca5a0ea681ae26408093a0f2bfb96b0264c362e94","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f2c14db61d1b9ad214d766dca5a0ea681ae26408093a0f2bfb96b0264c362e94","first_computed_at":"2026-07-05T06:23:41.495898Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:23:41.495898Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1+k6wX8J5gnViTs/gg9baCN79tifEVamIA2MvYna+Xn4pxu73ND1cOSzrfnn3+op5Vx/qLfPbOfZgdU4R+aCDg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:23:41.496376Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.12691","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ca79b9d967ac6cb89fa2c72b8979c0b1357463d73a2d8bf5cada83a102be6c32","sha256:69ce2508544ba20f54de25b6e13ee8eba4d8a1be5de09e831a3249d84f9df44a"],"state_sha256":"a50a53c459a2b9324f22071363b932e8dd6d6418bf13c3de1e48c8e226325300"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"BQuKGRbof0KzsacD2fiWsgd1PtrHAmneKaYGZ2kc759KZFVGZLk6vWKuQT7IkTROtgvzVIcCnXJLR3x7f1keAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T01:23:32.210996Z","bundle_sha256":"fec2d58d6f9724fcd5bd64321baff3ce77b14f10ba3da95e9dda69a2738d0e67"}}