Pith. sign in

Paper Citation Record · LEDGER

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review

As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2506.01377.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.01377 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:49:14.456939Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

  • verified exact2
  • verified fuzzy32
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93e8daa2-5842-43b0-82d4-852e5d60d521 · outbound

This paper cites Scheduling of Deep Learning Applications Onto Heterogeneous Processors in an Embedded Device,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Scheduling of Deep Learning Applications Onto Heterogeneous Processors in an Embedded Device,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:24.496957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:09.140980Z digest=sha256:79623bfdf0d04758bec70943c28df26ff855c8f53ad9eceb031e6e2613113db8

Observation 8cb7d1a8-08d5-41d0-94ff-aa38639e3623 · outbound

This paper cites Deadline-Based Scheduling for GPU with Preemption Support,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Deadline-Based Scheduling for GPU with Preemption Support,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:24.208951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:09.475164Z digest=sha256:b1dcd1f5ad88e40cad4753ed825c384392d37032db9310dd3a0346ece7bcf60d

Observation 76aed2b3-b781-4f88-842a-d72940846652 · outbound

This paper cites Deep Learning- Based Pedestrian Detection Using RGB Images and Sparse LiDAR Point Clouds,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Deep Learning- Based Pedestrian Detection Using RGB Images and Sparse LiDAR Point Clouds,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:24.015275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:09.631488Z digest=sha256:aa28130cb358315ea56439620e85bfada8e681030259319f446e9b423e2c5810

Observation a032dc8b-936a-4a86-8e7a-03a5fbf95a46 · outbound

This paper cites CNN-based Omnidirectional Object Detection for HermesBot Autonomous Delivery Robot with Preliminary Frame Classification,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review CNN-based Omnidirectional Object Detection for HermesBot Autonomous Delivery Robot with Preliminary Frame Classification,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:23.722736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:09.707369Z digest=sha256:6a5109385cf0b47de1198cb0a36b225c4121fbcad1b21d849095e2e0adf0d628

Observation 43d6e54f-2fb1-4ff3-aa0c-95751c56a7da · outbound

This paper cites Saildrone Charts Autonomous Oceanic Monitoring — resources.nvidia.com,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Saildrone Charts Autonomous Oceanic Monitoring — resources.nvidia.com,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:23.488030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:09.842322Z digest=sha256:e7fc477253aa71e2e03ff047a925fcf4eae3a682ee27c47f82f443e354f1af60

Observation c1dafd0d-76fb-43b3-8884-8bcede6fb468 · outbound

This paper cites Small Object Few-Shot Segmentation for Vision-Based Industrial Inspection,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Small Object Few-Shot Segmentation for Vision-Based Industrial Inspection,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:23.229047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:09.961478Z digest=sha256:90a334f4df065461e06aa121a764e6113373e6f016b7fcadba49da0575bf5f51

Observation e8f98e0c-2029-4df3-a6df-04cea3d10a2f · outbound

This paper cites Shared Memory-contention-aware Concurrent DNN Execution for Diversely Heterogeneous System-on- Chips,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Shared Memory-contention-aware Concurrent DNN Execution for Diversely Heterogeneous System-on- Chips,

Reference 7

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T11:49:15.453505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:10.104911Z digest=sha256:ae0aa82ead5cc4369f3d07e13bff60c049c847ad279f46d016d48216274b72f8

Observation ecf11e81-1c3e-48b4-ace2-3d61337adcd2 · outbound

This paper cites CP-CNN: Computational Parallelization of CNN-Based Object Detectors in Heterogeneous Em- bedded Systems for Autonomous Driving,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review CP-CNN: Computational Parallelization of CNN-Based Object Detectors in Heterogeneous Em- bedded Systems for Autonomous Driving,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:22.904781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:10.233629Z digest=sha256:96f8be3ed2bcc57c50de25c5a931bd755d799823d2fa085b076bb0ff2418dccb

Observation 258b1ba6-1d61-4968-8075-294626837183 · outbound

This paper cites Generative inference of large language models in edge computing: An energy efficient approach,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Generative inference of large language models in edge computing: An energy efficient approach,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:22.604515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:10.340777Z digest=sha256:3b3d2a9be278e853560796aab6e3e465b12c12f1164fd85541f505919951f3d7

Observation 84791e00-3c82-4216-af9a-6e3920155913 · outbound

This paper cites A Survey on optimized implementation of deep learning models on the NVIDIA Jetson platform,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review A Survey on optimized implementation of deep learning models on the NVIDIA Jetson platform,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:22.269255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:10.488794Z digest=sha256:8c5020d0fe8581037c84f760997425b74e4114f50e8696388e2ffc669d2e8c03

Observation 503c3910-eb11-4c25-ad94-d743dee08629 · outbound

This paper cites Deep Learning Workload Scheduling in GPU Datacenters: A Survey,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Deep Learning Workload Scheduling in GPU Datacenters: A Survey,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:10.632768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:10.632768Z digest=sha256:fe3ba4cc956afb3beae3a38ab0ee4c5244614d0662cb0bdefd1ff07295c999a7

Observation 27a2c9fc-c5af-4f09-8fc9-333a0f3271b2 · outbound

This paper cites Baidu Apollo Team, Apollo: Open Source Autonomous Driving,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Baidu Apollo Team, Apollo: Open Source Autonomous Driving,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:22.049874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:10.777773Z digest=sha256:5d61c0240b60e94a99304141e60b1f49160e52fd1b17c2abfacf8f1e7f73ae44

Observation 6c460847-12a9-4553-b320-adbeeaf58b99 · outbound

This paper cites NVIDIA Jetson AGX Orin Series,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review NVIDIA Jetson AGX Orin Series,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:21.767770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:10.931397Z digest=sha256:aef76c7360db9f7e45acf06b089117b3da99639d4c4d3eae6aa40f09e2cec7ce

Observation fb05178f-87c3-4f91-9f39-5e3fbb0644ad · outbound

This paper cites NVIDIA Jetson AGX Xavier System-on-Module Data Sheet,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review NVIDIA Jetson AGX Xavier System-on-Module Data Sheet,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:21.583857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:11.077788Z digest=sha256:767a4e79ebe2ee5716e45a7b06ed47f2e1b69af36e57a022f45db1e8b89fafab

Observation 4f418924-a57d-4b30-b81c-a126e5f19e97 · outbound

This paper cites NVIDIA Orin Series System-on-Chip Technical Reference Manual,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review NVIDIA Orin Series System-on-Chip Technical Reference Manual,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:21.308469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:11.167262Z digest=sha256:597a8cea74c929937b5d51988752ba04e855b5feaa57b0baab8bfdebc123f349

Observation 70dac61f-af96-46e7-8b5b-ee7616d30e8c · outbound

This paper cites NVIDIA Jetson AGX Orin Series Data Sheet,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review NVIDIA Jetson AGX Orin Series Data Sheet,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:21.012313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:11.277061Z digest=sha256:e34619d2f6ae28099c88175013146f3a2dc6c37f8181f5f3d4400c33286f0462

Observation d56d294b-2900-43e8-b721-ad59a462e6b0 · outbound

This paper cites Hardware Architectural Specification — NVDLA Documentation,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Hardware Architectural Specification — NVDLA Documentation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:20.851037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:11.367054Z digest=sha256:9b7ff91e8b5b7e57c8662f31b17ec0d87331af32e2307eef0e1607bea1742226

Observation 59d112b6-0c5d-40ba-9e16-b90348c256ab · outbound

This paper cites NVIDIA Jetson AGX Xavier Delivers 32 Teraops for New Era of AI in Robotics,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review NVIDIA Jetson AGX Xavier Delivers 32 Teraops for New Era of AI in Robotics,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:20.612888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:11.510585Z digest=sha256:c52300c8ec35c15a220c872e5fa4fdeed40c3ec4330102f918216a4be96be9a2

Observation ae9588f3-86d3-4b86-83ee-a71cf8e69360 · outbound

This paper cites NVIDIA Xavier Series System-on-Chip,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review NVIDIA Xavier Series System-on-Chip,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:20.340836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:11.665369Z digest=sha256:3eac732d92be16efa444ef9b6ec19a65cc4872d20bc449e4ad9607ead6326b28

Observation e5ebb470-4bd1-4fbd-80a2-6404470fa9a7 · outbound

This paper cites Jetson Orin Nano Series, Jetson Orin NX Series and Jetson AGX Orin Series,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Jetson Orin Nano Series, Jetson Orin NX Series and Jetson AGX Orin Series,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:20.020556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:11.763969Z digest=sha256:856b2bf9d8f26e37df88abf548c821cf294dad285d940b4e7a7b37d04e6e47fb

Observation 68bb8ee0-ee84-401a-a4c3-9c5004d77daa · outbound

This paper cites Jetson Xavier NX Series and Jetson AGX Xavier Series,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Jetson Xavier NX Series and Jetson AGX Xavier Series,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:19.619148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:11.872047Z digest=sha256:7fbdc6f5becc2e959afa4b586cf5c4684996cab840f3690e36b30d2a065bb531

Observation 3347ceb7-8466-49ee-befc-ff3fdf84b467 · outbound

This paper cites MEPHESTO: Modeling Energy-Performance in Heterogeneous SoCs and Their Trade-Offs,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review MEPHESTO: Modeling Energy-Performance in Heterogeneous SoCs and Their Trade-Offs,

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:11.976504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:11.976504Z digest=sha256:c6e4f75352814f3743647fa2a166b07c938da4c827f98e6c8edc0f2efc861ac0

Observation ca59db20-c72f-486f-8f31-f4734b26e504 · outbound

This paper cites 17, 2025).

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review 17, 2025)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:19.371411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:12.092186Z digest=sha256:bd984b9105a544e0ebb476fad01ebb9068cc5c5e27a75bf59f6f5ae452a84692

Observation 61cbb924-3158-4a2d-99d8-6fd363b756ba · outbound

This paper cites 17, 2025).

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review 17, 2025)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:19.000822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:12.216799Z digest=sha256:356dbb6a71a04ed0a2eca73557e5e67ab36a93a0667b97505ef25ab543b5b8d5

Observation 298a1c19-84a5-4a16-9322-d9168deadc97 · outbound

This paper cites Working with DLA,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Working with DLA,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:18.789394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:12.339457Z digest=sha256:c88160f0cd77b697c3ceb1f360118edc52b4c246f8b3ee814e998b22c32aaf03

Observation 34d10e0d-a518-41c9-9382-6a033736ee77 · outbound

This paper cites DeepStream Documentation,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review DeepStream Documentation,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:18.520115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:12.459061Z digest=sha256:2f3da9041e1661a5064e715e8f9b0dc4d9c7c1b345aba1a84f6ef141348143d0

Observation dc89d3dd-d006-4a88-b62b-66d4e2104bb5 · outbound

This paper cites Convert Image Format,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Convert Image Format,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:18.234604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:12.580085Z digest=sha256:3fcf4b2ac31d2bd7d6dac5efa41ec4b50d4a4bbf683d1ee2bb9eec0e29aa03ea

Observation 09e23bdf-8e92-4ef6-bfd2-3500e56f7b34 · outbound

This paper cites PCCS: Processor- Centric Contention-aware Slowdown Model for Heterogeneous System- on-Chips,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review PCCS: Processor- Centric Contention-aware Slowdown Model for Heterogeneous System- on-Chips,

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:12.715930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:12.715930Z digest=sha256:23045e938600e905e6787c913cd4fda6c00392965f76a50e07c06e07c6a2fcb8

Observation 79ad5bcc-d3bd-40e5-82e9-10820251e223 · outbound

This paper cites Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:12.803065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:12.803065Z digest=sha256:f8b65d81b7d7a4da6a523c76b266fba20436e24532bba9ae7c195d8c1d24265a

Observation b9d7f916-7c32-4248-99b9-34b67ac671c1 · outbound

This paper cites Rescale,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Rescale,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:17.990554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:12.976137Z digest=sha256:5843b9b6dc0b0ef16325b7fa62d444a0f90804a5d90b79cc7c3feb4647884244

Observation 0f409cc4-cc8c-41a9-8673-8e00d854047b · outbound

This paper cites Working with DLA - DLA Supported Layers and Restrictions,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Working with DLA - DLA Supported Layers and Restrictions,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:17.662343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:13.064486Z digest=sha256:b980edd2adf84fe13056a370598826fe9f4adc60de5443f73dcf408ef0061523

Observation b42c5ff0-8211-40d8-8658-d35daa197feb · outbound

This paper cites TensorRT-Based Framework and Optimization Methodology for Deep Learning Inference on Jetson Boards,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review TensorRT-Based Framework and Optimization Methodology for Deep Learning Inference on Jetson Boards,

Reference 33

Resolution
verified exact
doi, observed 2026-08-07T11:49:14.860068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:13.321905Z digest=sha256:9ac413941b09a20ea046e0cd0052486409da83bac7f54e21335af4377c769b3f

Observation f2ea2345-b62f-4036-b48f-93bbe36e73d7 · outbound

This paper cites Heterogeneous Dataflow Accelerators for Multi-DNN Workloads ,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Heterogeneous Dataflow Accelerators for Multi-DNN Workloads ,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:13.418844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:13.418844Z digest=sha256:069e33787e50234e5271f924cbfe214f6d75edc33989635b0fe56ff54e624355

Observation af1edd83-361d-4e79-9cab-0443b773901d · outbound

This paper cites H2H: heterogeneous model to heterogeneous system mapping with computation and communication awareness,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review H2H: heterogeneous model to heterogeneous system mapping with computation and communication awareness,

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:13.516740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:13.516740Z digest=sha256:5a29b14ee88947af14b5ab48d2b08cdf1e7638d5bb5b0ad95a603c13a669e1fa

Observation 1b6e9e91-837b-457f-8e20-1ff58a3dfbd5 · outbound

This paper cites Generating and Exploiting Deep Learning Variants to Increase Heterogeneous Resource Utilization in the NVIDIA Xavier,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Generating and Exploiting Deep Learning Variants to Increase Heterogeneous Resource Utilization in the NVIDIA Xavier,

Reference 36

Resolution
verified exact
doi, observed 2026-08-07T11:49:17.309482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:13.561752Z digest=sha256:bd0141a66a4dfd9e92b7cc59645eeb929d2a521da7d91fd04d7b23cb67056974

Observation 4a02dff8-8018-4c1f-b14d-2ac68bfeef40 · outbound

This paper cites OpenMP: an industry standard API for shared-memory programming,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review OpenMP: an industry standard API for shared-memory programming,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:16.925510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:13.668856Z digest=sha256:4385be58b76d922eda9a65ba5a57f582cd09a4d06757acf74c8d93f3394c5443

Observation 16b8db54-0a1e-4107-9a5e-56f9cf499641 · outbound

This paper cites Z3: An Efficient SMT Solver,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Z3: An Efficient SMT Solver,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:16.652133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:13.720777Z digest=sha256:418b74ee5a978f2aa847becbc3da6efb4775c383a34d8e2d3251862eaeffc8b6

Observation a8e02333-5c02-4dcd-b1f9-e4dd348db462 · outbound

This paper cites Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:16.417719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:13.809473Z digest=sha256:50cb0c141263bf741e438241662fd1402169c3313257af0d7456f4bfdebf1f8b

Observation bd33303e-14df-418c-a62f-98610023cb75 · outbound

This paper cites Toward Collaborative Inferencing of Deep Neural Networks on Internet-of-Things Devices,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Toward Collaborative Inferencing of Deep Neural Networks on Internet-of-Things Devices,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:16.172822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:13.943523Z digest=sha256:6fde4da296249af496aabc214c18e23ebfc134b7e9606d7d2c46b18963cfd1b5

Observation 46530f2c-28d3-4393-aafb-1b61b8e37a37 · outbound

This paper cites XGBoost: A Scalable Tree Boosting System,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review XGBoost: A Scalable Tree Boosting System,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:14.055162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:14.055162Z digest=sha256:49955ee8f0d5e73c72cead08f76112b1618be4b5c340ed0cc14de3e3f9fb3a32

Observation 3f073034-7742-428f-9309-d345ebf10fcd · outbound

This paper cites MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T11:49:14.170738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:49:14.170738Z digest=sha256:ca606139d3a76e0eb65e3a9f736237f91ebda8c9baa463fba9446dac234fa325

Observation 32a9f305-d07e-4185-8aab-122949837815 · outbound

This paper cites Gst-nvtracker,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review Gst-nvtracker,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:15.894373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:14.315466Z digest=sha256:225c351c4864bae488857ab6eddadf093090ca97b60949d86cc86ef6697acef0

Observation fc0cad2f-05c4-49a7-9ff8-76a8c209f07b · outbound

This paper cites SCHED²: Scheduling Deep Learning Training via Deep Reinforcement Learning,.

Scheduling Techniques of AI Models on Modern Heterogeneous Edge GPU -- A Critical Review SCHED²: Scheduling Deep Learning Training via Deep Reinforcement Learning,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:49:15.666451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T11:49:14.456939Z digest=sha256:99abba7442c0b418c8340dcfeb5810dff749ee7a3cfb27f155dd9b5f69acfd7e

Pith citing papers

No inbound Pith citation observations are available.