Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T05:45:51.382212Z
Paper Citation Record · LEDGER
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge
As of 6 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2605.05527.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
21 of 21 outbound references displayed
- verified exact8
- verified fuzzy11
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3e92d4cf-9677-4d2c-b5be-cab28cf642f9 · outbound
This paper cites Edge intelligence: Paving the last mile of artificial intelligence with edge computing.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Edge intelligence: Paving the last mile of artificial intelligence with edge computing
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.829129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 73c2ef14-3e6b-481a-aad8-7e0acffdefee · outbound
This paper cites A survey on edge computing systems and tools.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge A survey on edge computing systems and tools
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.810280Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 43d54aba-70eb-4ffa-92cb-63950e2492d0 · outbound
This paper cites Orion: Interference-aware, fine- grained gpu sharing for ml applications.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Orion: Interference-aware, fine- grained gpu sharing for ml applications
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.813975Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fb1dec72-5747-4566-a56b-817e42067604 · outbound
This paper cites InProceedings of the 29th Symposium on Operating Systems Principles (SOSP ’23).
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge InProceedings of the 29th Symposium on Operating Systems Principles (SOSP ’23)
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-08T23:34:26.309032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c928a499-c6a7-4722-8d72-8ebed99fa52d · outbound
This paper cites Serving DNNs like clockwork: Performance predictability from the bottom up.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Serving DNNs like clockwork: Performance predictability from the bottom up
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.796444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4ed1f285-7775-4180-a1b9-65ccf97aaea7 · outbound
This paper cites INFaaS: Automated model-less inference serving.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge INFaaS: Automated model-less inference serving
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.799384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 199cc640-6b16-4bf6-8c2a-b607bb02458f · outbound
This paper cites Symphony: Optimized DNN Model Serving using Deferred Batch Scheduling.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Symphony: Optimized DNN Model Serving using Deferred Batch Scheduling
Reference 7
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T21:21:13.907940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d08254d3-9c2d-4979-ba3b-fd4809ce2d06 · outbound
This paper cites Shallow-Deep Networks: Understanding and Mitigating Network Overthinking.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Shallow-Deep Networks: Understanding and Mitigating Network Overthinking
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T23:36:59.098898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 75cd03cc-7d62-44bf-86a0-d519b30857f5 · outbound
This paper cites Spinn: synergistic progressive inference of neural networks over device and cloud.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Spinn: synergistic progressive inference of neural networks over device and cloud
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-08T23:34:26.300960Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 3fedd376-4938-4356-8f84-5bba74b3dfa7 · outbound
This paper cites EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:21:13.850098Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fa027de7-6695-4165-ae90-9ae2013f45cb · outbound
This paper cites BranchyNet: Fast Inference via Early Exiting from Deep Neural Networks.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge BranchyNet: Fast Inference via Early Exiting from Deep Neural Networks
Reference 11
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:21:13.891894Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7f091beb-9433-434a-9423-68bb3c3da3df · outbound
This paper cites Apparate: Rethinking early exits to tame latency-throughput tensions in ml serving.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Apparate: Rethinking early exits to tame latency-throughput tensions in ml serving
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.806445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d5d319b3-9896-40a7-b386-f2411aa67fe9 · outbound
This paper cites BERT Loses Patience: Fast and Robust Inference with Early Exit.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge BERT Loses Patience: Fast and Robust Inference with Early Exit
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:21:13.864437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 576e05f3-9d88-431a-819f-4b2d424dd44c · outbound
This paper cites You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:21:13.807692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eb03e490-c7a8-4cc3-bd36-370cec679a52 · outbound
This paper cites NVIDIA Multi-Process Service (MPS).
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge NVIDIA Multi-Process Service (MPS)
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.802867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 11bc9e8c-10da-4cbf-b3db-4ec16ff3b9e6 · outbound
This paper cites Real-time, work-conserving gpu scheduling for concurrent dnn inference.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Real-time, work-conserving gpu scheduling for concurrent dnn inference
Reference 16
- Resolution
- verified exact
- doi, observed 2026-05-08T23:34:26.318437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation cf106f71-c33d-4a6f-a5cc-a7e4bcd96ef3 · outbound
This paper cites Clipper: A low-latency online prediction serving system.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Clipper: A low-latency online prediction serving system
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.817682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 08e71552-4b0a-40e7-9a42-fa3415eab5ad · outbound
This paper cites TensorFlow-Serving: Flexible, High-Performance ML Serving.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge TensorFlow-Serving: Flexible, High-Performance ML Serving
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T21:21:13.796964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 734f58ff-53bd-4ea5-bef6-08f38f7630be · outbound
This paper cites NVIDIA Triton Inference Server.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge NVIDIA Triton Inference Server
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.832215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 984210f6-157d-4d56-a2ea-892e4142ae33 · outbound
This paper cites Proteus: A high-throughput inference-serving system with accuracy scaling.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Proteus: A high-throughput inference-serving system with accuracy scaling
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.824786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 04287f22-da69-41e4-acaf-180f7db36328 · outbound
This paper cites Cocktail: A multidimensional optimization for model serving in cloud.
EdgeServing: Deadline-Aware Multi-DNN Serving at the Edge Cocktail: A multidimensional optimization for model serving in cloud
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-26T19:32:54.821153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.