{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2021:HNGH74XWXD5OLYUK5AMLS7VL72","short_pith_number":"pith:HNGH74XW","canonical_record":{"source":{"id":"2108.09457","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2021-08-21T08:13:22Z","cross_cats_sorted":["cs.DC"],"title_canon_sha256":"77c12809b43582c332a37b3d3a58ef8130132b4739277f1d18453f5c483264a3","abstract_canon_sha256":"8635def417b78f28b3f8e325b0c3e60d0550578ac6176ccb312a17c2f752e159"},"schema_version":"1.0"},"canonical_sha256":"3b4c7ff2f6b8fae5e28ae818b97eabfea1316d225af91c4f85168d3418fa6622","source":{"kind":"arxiv","id":"2108.09457","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2108.09457","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"arxiv_version","alias_value":"2108.09457v1","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2108.09457","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"pith_short_12","alias_value":"HNGH74XWXD5O","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"pith_short_16","alias_value":"HNGH74XWXD5OLYUK","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"pith_short_8","alias_value":"HNGH74XW","created_at":"2026-07-05T03:07:54Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2021:HNGH74XWXD5OLYUK5AMLS7VL72","target":"record","payload":{"canonical_record":{"source":{"id":"2108.09457","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2021-08-21T08:13:22Z","cross_cats_sorted":["cs.DC"],"title_canon_sha256":"77c12809b43582c332a37b3d3a58ef8130132b4739277f1d18453f5c483264a3","abstract_canon_sha256":"8635def417b78f28b3f8e325b0c3e60d0550578ac6176ccb312a17c2f752e159"},"schema_version":"1.0"},"canonical_sha256":"3b4c7ff2f6b8fae5e28ae818b97eabfea1316d225af91c4f85168d3418fa6622","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T03:07:54.516495Z","signature_b64":"QC9tycyvKWi7CYKIrEkMUTXdJjA2KCWtpB8dMO1LMWn0XtHIaMjdwPhQickHQChqV6DHcX6TjM2q0RMK9vm1AQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"3b4c7ff2f6b8fae5e28ae818b97eabfea1316d225af91c4f85168d3418fa6622","last_reissued_at":"2026-07-05T03:07:54.516039Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T03:07:54.516039Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2108.09457","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":"2026-07-05T03:07:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Uhw83RmywAz7vYfFfd2b+S7RGYOPGrMJwIm11ScJiwHXuoUE7E9F4HCs8wvi5KJGM74JDWh0Fz1S8pDQYQKpDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T06:18:09.127608Z"},"content_sha256":"ac975044f424a2c94bb84c279cff057dfc46b75f6872cb2a7f9107a61a28d6ed","schema_version":"1.0","event_id":"sha256:ac975044f424a2c94bb84c279cff057dfc46b75f6872cb2a7f9107a61a28d6ed"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2021:HNGH74XWXD5OLYUK5AMLS7VL72","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.DC"],"primary_cat":"cs.AI","authors_text":"Anshul Jindal, Michael Gerndt, Mohak Chadha, Stephan Patrick Baller","submitted_at":"2021-08-21T08:13:22Z","abstract_excerpt":"EdgeAI (Edge computing based Artificial Intelligence) has been most actively researched for the last few years to handle variety of massively distributed AI applications to meet up the strict latency requirements. Meanwhile, many companies have released edge devices with smaller form factors (low power consumption and limited resources) like the popular Raspberry Pi and Nvidia's Jetson Nano for acting as compute nodes at the edge computing environments. Although the edge devices are limited in terms of computing power and hardware resources, they are powered by accelerators to enhance their pe"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2108.09457","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/2108.09457/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":"2026-07-05T03:07:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"eG3+GNKsaz7nspXtp9Db1PGVPiCedNLuj3ZAVIM07FDLihUsztJSz9C61fWwsdPRJdJkgdqvXUqYBcePe07cDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T06:18:09.128236Z"},"content_sha256":"723e2f32810502e05ca53a7a4fde064818fe8111afaecc9e08e7e90624c6d05e","schema_version":"1.0","event_id":"sha256:723e2f32810502e05ca53a7a4fde064818fe8111afaecc9e08e7e90624c6d05e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/HNGH74XWXD5OLYUK5AMLS7VL72/bundle.json","state_url":"https://pith.science/pith/HNGH74XWXD5OLYUK5AMLS7VL72/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/HNGH74XWXD5OLYUK5AMLS7VL72/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":"2026-08-13T06:18:09Z","links":{"resolver":"https://pith.science/pith/HNGH74XWXD5OLYUK5AMLS7VL72","bundle":"https://pith.science/pith/HNGH74XWXD5OLYUK5AMLS7VL72/bundle.json","state":"https://pith.science/pith/HNGH74XWXD5OLYUK5AMLS7VL72/state.json","well_known_bundle":"https://pith.science/.well-known/pith/HNGH74XWXD5OLYUK5AMLS7VL72/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:HNGH74XWXD5OLYUK5AMLS7VL72","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":"8635def417b78f28b3f8e325b0c3e60d0550578ac6176ccb312a17c2f752e159","cross_cats_sorted":["cs.DC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2021-08-21T08:13:22Z","title_canon_sha256":"77c12809b43582c332a37b3d3a58ef8130132b4739277f1d18453f5c483264a3"},"schema_version":"1.0","source":{"id":"2108.09457","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2108.09457","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"arxiv_version","alias_value":"2108.09457v1","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2108.09457","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"pith_short_12","alias_value":"HNGH74XWXD5O","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"pith_short_16","alias_value":"HNGH74XWXD5OLYUK","created_at":"2026-07-05T03:07:54Z"},{"alias_kind":"pith_short_8","alias_value":"HNGH74XW","created_at":"2026-07-05T03:07:54Z"}],"graph_snapshots":[{"event_id":"sha256:723e2f32810502e05ca53a7a4fde064818fe8111afaecc9e08e7e90624c6d05e","target":"graph","created_at":"2026-07-05T03:07:54Z","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/2108.09457/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"EdgeAI (Edge computing based Artificial Intelligence) has been most actively researched for the last few years to handle variety of massively distributed AI applications to meet up the strict latency requirements. Meanwhile, many companies have released edge devices with smaller form factors (low power consumption and limited resources) like the popular Raspberry Pi and Nvidia's Jetson Nano for acting as compute nodes at the edge computing environments. Although the edge devices are limited in terms of computing power and hardware resources, they are powered by accelerators to enhance their pe","authors_text":"Anshul Jindal, Michael Gerndt, Mohak Chadha, Stephan Patrick Baller","cross_cats":["cs.DC"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2021-08-21T08:13:22Z","title":"DeepEdgeBench: Benchmarking Deep Neural Networks on Edge Devices"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2108.09457","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:ac975044f424a2c94bb84c279cff057dfc46b75f6872cb2a7f9107a61a28d6ed","target":"record","created_at":"2026-07-05T03:07:54Z","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":"8635def417b78f28b3f8e325b0c3e60d0550578ac6176ccb312a17c2f752e159","cross_cats_sorted":["cs.DC"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2021-08-21T08:13:22Z","title_canon_sha256":"77c12809b43582c332a37b3d3a58ef8130132b4739277f1d18453f5c483264a3"},"schema_version":"1.0","source":{"id":"2108.09457","kind":"arxiv","version":1}},"canonical_sha256":"3b4c7ff2f6b8fae5e28ae818b97eabfea1316d225af91c4f85168d3418fa6622","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"3b4c7ff2f6b8fae5e28ae818b97eabfea1316d225af91c4f85168d3418fa6622","first_computed_at":"2026-07-05T03:07:54.516039Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T03:07:54.516039Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QC9tycyvKWi7CYKIrEkMUTXdJjA2KCWtpB8dMO1LMWn0XtHIaMjdwPhQickHQChqV6DHcX6TjM2q0RMK9vm1AQ==","signature_status":"signed_v1","signed_at":"2026-07-05T03:07:54.516495Z","signed_message":"canonical_sha256_bytes"},"source_id":"2108.09457","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ac975044f424a2c94bb84c279cff057dfc46b75f6872cb2a7f9107a61a28d6ed","sha256:723e2f32810502e05ca53a7a4fde064818fe8111afaecc9e08e7e90624c6d05e"],"state_sha256":"4009b9aa4f717402efd3324a67c035565476be3f6abc194957e808576438ae3f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"2PphlsksIARmQXRhdpkCbvQQm5IqhPYF2XxS/fp4twBMz2OUS7yQyl1kHugw2LqehlMYgf9C1ysKQCpIgUJNAA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-13T06:18:09.132137Z","bundle_sha256":"1430f94e27c697ee361cc0d2ae972b9df1cee20c256426bc43be432636e5a390"}}