{"as_of":"2026-08-15T07:46:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:8aa91d545305719884408ecb24b106a803a14f98df6225e1caf4f7d27d90dbd8","coverage":[{"denominator":29,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":29,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-12T11:48:48.629925Z","state":"measured"},{"denominator":29,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":29,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2411.17867/citation-record","integrity":"/paper/2411.17867/integrity","json":"/paper/2411.17867/citation-record.json","paper":"/paper/2411.17867"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.888662Z","title":"Machine learning at facebook: Understanding inference at the edge,","venue":null,"work_id":"f3c49845-11c3-410d-a5d4-8c70b6021a52","year":2019},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.541457Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:239a2a0dfe65a2dad67253e1155b253ee29dac947c3efe37d92241b6e70c8a0a","observation_id":"5626cb0d-9d0d-4012-b72c-cc57d630709f","resolution":{"observed_at":"2026-08-12T11:48:48.891356Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.879390Z","title":"Mapformer: Attention-based multi- dnn manager for throughout & power co-optimization on embedded devices,","venue":null,"work_id":"f5c22c87-0a2d-4198-a67f-36c8b7d57a0f","year":2024},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.545107Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:1c9f5254b8c937c30fa28b9ba3fcbf47b630a8d4c98b976ae9f70316ba16b368","observation_id":"1159bb29-50e3-40fb-a4e2-ef3c2e25b0c2","resolution":{"observed_at":"2026-08-12T11:48:48.882848Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.869196Z","title":"Surf: Self-aware unified runtime framework for parallel programs on heterogeneous mobile architectures,","venue":null,"work_id":"3a1eb9eb-cf9a-42e4-a605-d54f0dc521b9","year":2019},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.548539Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:57ffe55942132cd6dcc5014053c12e7374df7b6ba93f6b44b1245f33d587dcdc","observation_id":"d505d0e3-3d63-45e4-a0a5-651f845239f6","resolution":{"observed_at":"2026-08-12T11:48:48.872604Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.860136Z","title":"Balancing throughput and fair execution of multi-dnn workloads on heterogeneous embedded devices,","venue":null,"work_id":"f34e40d9-38a9-4d46-b1e6-c6d133c46693","year":2024},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.552020Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:925fd281814b8ee0a38430b856c546a7856d1a6e1189ee03dc9733c06acafd72","observation_id":"c30b3b1d-5716-47f5-b1d2-975d6608e78e","resolution":{"observed_at":"2026-08-12T11:48:48.863516Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.850763Z","title":"Scheduling of deep learning applications onto heteroge- neous processors in an embedded device,","venue":null,"work_id":"47b6ace4-c3d2-4be8-ba55-43306de4c02c","year":2020},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.555806Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:017ea90711f3705d75487ab035179ffb8056ceec2f21470c27cf679a1d7f9851","observation_id":"836ee1e1-1213-4ff4-ad8e-f32be9fba887","resolution":{"observed_at":"2026-08-12T11:48:48.854328Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.841787Z","title":"Omniboost: Boosting throughput of heterogeneous embedded devices under multi-dnn workload,","venue":null,"work_id":"00e8c0d7-09cb-41d8-9e27-28537084263e","year":2023},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.559319Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:0f18d73868d2dc57269e315d9d630f66312aa501d303b753494a842065941cc1","observation_id":"efc45459-25c9-40d2-92aa-f4f74eca8477","resolution":{"observed_at":"2026-08-12T11:48:48.845170Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.833081Z","title":"Cd-msa: Cooperative and deadline- aware scheduling for efficient multi-tenancy on dnn accelerators,","venue":null,"work_id":"5336b862-630d-42a8-a317-49d18ecb21a4","year":2023},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.563291Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:1f5558026755ae107a21c8e6b36e8a06aaf8d9a06c4cddc00331ea3e87f36158","observation_id":"a4866071-071a-4fb0-9b71-7f73095c0e56","resolution":{"observed_at":"2026-08-12T11:48:48.836405Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.15399","last_updated":"2024-11-23T00:51:09Z","snapshot_observed_at":"2026-08-14T12:58:20.383033Z","submitted_at":"2024-11-23T00:51:09Z","title":"Less is More: Optimizing Function Calling for LLM Execution on Edge Devices","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.15399","snapshot_observed_at":"2026-08-12T11:48:48.565876Z","title":"Less is more: Optimizing function calling for llm execution on edge devices,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.565876Z"},"links":{"cited_paper":"/paper/2411.15399","citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:0fe7907ccb96cd3dcb726b6e39de0fa5af59544874b5a19950a162f4cb18bfac","observation_id":"79448b88-fae3-47ea-b91f-bab6a7a264d8","resolution":{"observed_at":"2026-08-12T11:48:48.565876Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.568820Z","title":"Deep learning with edge computing: A review,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.568820Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:8e60f7a9262636892266c1f422e3536147a2d9c6194756e4afc66bc845f695a8","observation_id":"5ade0ecb-5914-4803-9f94-67ef977c53b8","resolution":{"observed_at":"2026-08-12T11:48:48.568820Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.819007Z","title":"Pythia: An edge first agent for state prediction in high-dimensional environments,","venue":null,"work_id":"3cab1d79-ed32-42ec-b7e1-6b45897a7e3a","year":2024},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.571878Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:866313a57976d8967bd750d32d05cfcd7e8d212e4aa952cb5e8dc4425775f282","observation_id":"0b3f5563-80d2-4620-acc4-5b2f86df0bd4","resolution":{"observed_at":"2026-08-12T11:48:48.822198Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.810415Z","title":"Deepmon: Mobile gpu-based deep learning framework for continuous vision applications,","venue":null,"work_id":"86d94ae4-2585-4d2c-897b-fceff2564a2a","year":2017},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.575914Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:0b2fae2da624f71d9a81490cce1e6a89067449edb499567a4b9bfaca88716269","observation_id":"61ee56a0-ddce-4a4c-974b-d34d9371ffad","resolution":{"observed_at":"2026-08-12T11:48:48.813616Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.579021Z","title":"Vila: On pre-training for visual language models,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.579021Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:e79e6dcf6330992b3d99c0b99f705fa923bd962ef9115b0ca51eccff66c45df9","observation_id":"3a4d9efb-3a44-41de-a5ab-d99a745cf2e4","resolution":{"observed_at":"2026-08-12T11:48:48.579021Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.796734Z","title":null,"venue":null,"work_id":"effc07f0-837c-4b0f-9492-d7157b28900c","year":2023},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.582049Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:e139cdba2276a44bd464d0ae724430ed4f23a2c8a15d59e649be375646a2808e","observation_id":"f70c1b0a-09b9-48fa-a8ef-a924ef242291","resolution":{"observed_at":"2026-08-12T11:48:48.799621Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.788257Z","title":"High-throughput cnn inference on embedded arm big. little multicore processors,","venue":null,"work_id":"b0b8cd9f-9984-44fb-a180-19c4f5a83625","year":2019},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.584916Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:d788cef9cc32b5d14881faf7d7038bce233491ca05396f330a50aa62731162d2","observation_id":"4fad009d-7e38-4302-ab16-3381db19c4c9","resolution":{"observed_at":"2026-08-12T11:48:48.791302Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.781166Z","title":"Arm-co-up: Arm co operative u tilization of p rocessors,","venue":null,"work_id":"c7518cc6-65fd-453b-9fc9-8add103f1875","year":2024},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.588047Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:57baf0e1edac6c6c37529663d8cc2cc19e80a8d8d2928bf6fae40e1ff0206fc9","observation_id":"d959bdd0-fdfd-445a-8497-27f330bd62fd","resolution":{"observed_at":"2026-08-12T11:48:48.783613Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.773565Z","title":"Band: coordinated multi-dnn inference on heteroge- neous mobile processors,","venue":null,"work_id":"e3733d2d-39e1-4b2a-b730-438f5657f2d4","year":2022},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.591154Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:48c7f773878e78cbe0a328ade11081881954679602b240cba12af84a4f68246d","observation_id":"5e9ecd4c-ab99-4c36-b53f-86d8098bb53b","resolution":{"observed_at":"2026-08-12T11:48:48.776227Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.765540Z","title":"Heterogeneous dataflow accelerators for multi-dnn workloads,","venue":null,"work_id":"42d6fc08-4466-493f-b432-0b5f6eef39f5","year":2021},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.594039Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:182a1dac7604b5c5585d28d35b03b494574290594b901ee74c61b1adfa1ce377","observation_id":"16342365-7031-4508-966e-1a391145b912","resolution":{"observed_at":"2026-08-12T11:48:48.768863Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.756127Z","title":"Multi-objective hardware-mapping co-optimisation for multi-dnn workloads on chiplet-based accelerators,","venue":null,"work_id":"77b15b68-6150-4b8a-b6e5-73aa82c71ea8","year":2024},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.596926Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:9a236bd6d30f230f4fe3af2d9d29e9d9dd9f127048e2dfc5004ee4ce80be839d","observation_id":"75025644-e6d5-4473-8f5d-21348e7bf90a","resolution":{"observed_at":"2026-08-12T11:48:48.760076Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.747761Z","title":"Targeting dnn inference via efficient utilization of heterogeneous precision dnn accelerators,","venue":null,"work_id":"3d1531e9-ac06-4354-ab8d-71dcf60fb765","year":2022},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.599825Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:8539bf19d405a258893a82b54ac3b9da716773ee0257fb3de9512b1e6a49ccca","observation_id":"0dbf8ea1-ed83-4469-873f-5fb874d5bac8","resolution":{"observed_at":"2026-08-12T11:48:48.750933Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2311.03703","last_updated":"2024-06-04T13:58:30Z","snapshot_observed_at":"2026-08-13T05:30:56.607281Z","submitted_at":"2023-11-07T03:55:39Z","title":"Practical Performance Guarantees for Pipelined DNN Inference","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.03703","snapshot_observed_at":"2026-08-12T11:48:48.602690Z","title":"Pipeline parallelism for dnn inference with practical performance guarantees,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.602690Z"},"links":{"cited_paper":"/paper/2311.03703","citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:22f0621a0dcb7b9261ae2deb2dc4264824d3964422bd8d49706b348b9d5a4ca5","observation_id":"77e0d6c4-d623-4715-a266-e8a95671b201","resolution":{"observed_at":"2026-08-12T11:48:48.602690Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.738970Z","title":"Mosaic: Heterogeneity-, communication-, and constraint- aware model slicing and execution for accurate and efficient inference,","venue":null,"work_id":"c8aae778-bd33-427f-81c6-d980ad91dd3f","year":2019},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.606045Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:4e8bcbed7016b1c2e2201569fb1b35effd7fce7a7d444fd5f38d05f3ad247e06","observation_id":"65298b05-1e6a-4724-9e87-cbbd68acdc53","resolution":{"observed_at":"2026-08-12T11:48:48.742296Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.729733Z","title":"Odmdef: on-device multi-dnn execution framework utilizing adaptive layer-allocation on general purpose cores and acceler- ators,","venue":null,"work_id":"0f842297-4bf0-4798-b54c-adca21ebb65a","year":2021},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.608993Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:1bc19e56f609958759815d9847d6d146579031d2d4b6d71f765e85f4aa7aa2b0","observation_id":"6898afe7-80f0-4adb-aa0c-b48f3345a2f2","resolution":{"observed_at":"2026-08-12T11:48:48.733194Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.719430Z","title":"Neural discrete representation learning,","venue":null,"work_id":"2472d3a0-1bbd-4203-b503-3cdd7e699e83","year":2017},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.611835Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:9aeadb0b8a54fc76822c7115080524354014265355a54c63ec6aee81f5de5e23","observation_id":"de22a9f1-f109-49cb-bc97-b4fe206abc88","resolution":{"observed_at":"2026-08-12T11:48:48.723125Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.710340Z","title":"Distributed representations of words and phrases and their compositionality,","venue":null,"work_id":"3139466c-0c6d-48ee-b6ec-a6b00d0e782b","year":2013},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.614775Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:2d0afd0e27d0e72601d1d0ba33cccdae2814fb99490e6d201890962896446a25","observation_id":"9919e6dd-b2d8-4cf9-b461-7d222e7bbb01","resolution":{"observed_at":"2026-08-12T11:48:48.713400Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2305.02765","last_updated":"2023-05-07T09:22:04Z","snapshot_observed_at":"2026-08-13T11:49:24.433450Z","submitted_at":"2023-05-04T12:11:13Z","title":"HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2305.02765","snapshot_observed_at":"2026-08-12T11:48:48.617652Z","title":"Hifi-codec: Group-residual vector quantization for high fidelity audio codec,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.617652Z"},"links":{"cited_paper":"/paper/2305.02765","citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:80c230f44ade039a3c2e1e937994d317ee978a3a072690a53ad5bfa33817eed6","observation_id":"861a697b-ed51-4206-b8bc-276a10394e18","resolution":{"observed_at":"2026-08-12T11:48:48.617652Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.701628Z","title":"Attention is all you need,","venue":null,"work_id":"c9c927ae-a1d2-4ca5-a482-20afcc57d5b7","year":2017},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.621024Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:ce056bc1a16cc17e0c6af1a0d71ab2a8dcfecb4ec9caebe93b80f52973236da7","observation_id":"d1492129-0353-4cc2-a868-eb247f837416","resolution":{"observed_at":"2026-08-12T11:48:48.704637Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.692433Z","title":"Efficient attention: Attention with linear complexities,","venue":null,"work_id":"c6ac3497-39c1-4614-b026-aea279384ab1","year":2021},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.623955Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:daa78cb4049c0473f1b66953058b51d3a508f7d70f49e09cfb12fe4ebecc61e8","observation_id":"676584ba-efc3-4815-980c-4fba9ce81ee3","resolution":{"observed_at":"2026-08-12T11:48:48.695650Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.683338Z","title":"Monte carlo tree search: A review of recent modifications and applications,","venue":null,"work_id":"85a2c283-ff7d-45a4-9987-5f3038329ff9","year":2022},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.626871Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:53cbbf2bfc8deac1056d8beb2b03352f5b13d82c8b2a2d1991f72742243a2e6d","observation_id":"a5c55c36-ba52-40f1-a770-220292c050ba","resolution":{"observed_at":"2026-08-12T11:48:48.687171Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-12T11:48:48.672358Z","title":"(2017) Arm compute library","venue":null,"work_id":"5989654c-af20-4cec-b9d0-d33baaa236a0","year":2017},"citing_paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-12T11:48:48.629925Z"},"links":{"citing_paper":"/paper/2411.17867"},"observation_digest":"sha256:6907fd4427ecc9ce64b0bb3f4f08ff74b54957f3110426fb349cb4e5912dd060","observation_id":"5d838fc7-f9bb-449d-bf86-8b557c65f056","resolution":{"observed_at":"2026-08-12T11:48:48.677136Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2411.17867","last_updated":"2024-11-26T20:34:17Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-14T15:48:51.731003Z","submitted_at":"2024-11-26T20:34:17Z","title":"RankMap: Priority-Aware Multi-DNN Manager for Heterogeneous Embedded Devices"},"reference_resolution":{"displayed":29,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":6,"verified_exact":0,"verified_fuzzy":23},"total_outbound_references":29},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2411.17867."}