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Paper Citation Record · LEDGER

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization

As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2506.02458.

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

pith.paper-citation-record.v1
2506.02458 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:26:13.602868Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

17 of 17 outbound references displayed

  • verified exact1
  • verified fuzzy10
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0c45a2c-0411-4f2b-9739-87b5bbfbfcfe · outbound

This paper cites Toward a unified elastic computing platform for smartphones with cloud support.IEEE Network, 27(5):34–40, 2013.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Toward a unified elastic computing platform for smartphones with cloud support.IEEE Network, 27(5):34–40, 2013

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:14.357209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.491110Z digest=sha256:5fc837ecacea505479ca3ca59847e326a81097f2712e29cf1a7f58048af6f9b7

Observation f7dda1f4-c496-47ce-9525-fc21c7212473 · outbound

This paper cites The emergence of edge computing.Com- puter, 50(1):30–39, 2017.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization The emergence of edge computing.Com- puter, 50(1):30–39, 2017

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:14.332934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.498016Z digest=sha256:25946054235430de802300da4d997cd386c3997b05251c90b8911c282d3b9a04

Observation 32f16a89-92dd-4e92-8275-619ee6eeebbb · outbound

This paper cites Online learning for offloading and autoscaling in energy harvesting mobile edge computing, 2017.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Online learning for offloading and autoscaling in energy harvesting mobile edge computing, 2017

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:14.309678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.503725Z digest=sha256:33365b500bc8d6bb384d2581ea8260b5647dd514b8057e854e549d90be7a8f65

Observation c649df4e-fb9a-43e5-8237-d00c79eaa4f0 · outbound

This paper cites an unresolved cited work.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:26:14.271885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.511103Z digest=sha256:7eabcf8f0e240d12083261049a60d7a1ba914efd4a83165d49e5cf0db28b53b3

Observation 6840f75e-eb84-411d-8924-42f4f04e9745 · outbound

This paper cites an unresolved cited work.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:26:14.233847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.517429Z digest=sha256:4f5b5fa746bd89bb787ec86c0da0aabad2ebfbb649875c41e826de83376e5180

Observation 7bf78ec2-c90c-43c9-b722-978e9d2fe0c2 · outbound

This paper cites Rusu, Joel Veness, Marc G.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Rusu, Joel Veness, Marc G

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T11:26:13.525127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:26:13.525127Z digest=sha256:61b62daf35cce4ef0f199035a7f95365d539956f446b27b23ccb60f30a962fa0

Observation 171e158d-bdab-46bf-add8-a14dd5ff9e68 · outbound

This paper cites Decentralized computation offloading for multi-user mobile edge computing: a deep reinforcement learning approach.EURASIP J.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Decentralized computation offloading for multi-user mobile edge computing: a deep reinforcement learning approach.EURASIP J

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:14.174972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.531026Z digest=sha256:f0a04c0e0cf67e994dbad7ecac6b6a469a1a9a75e9445a56324f8f450e8ef046

Observation 80c91fd1-3e81-4a7b-98b5-5da901dbfe9e · outbound

This paper cites Mobile Edge Computing: A Survey on Architecture and Computation Offloading.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Mobile Edge Computing: A Survey on Architecture and Computation Offloading

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:26:13.675952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.542970Z digest=sha256:53eb4ae0feaa74e22807925db09060b7677935a75bd2761c5e7b6cedb098425c

Observation 95823bd1-aeb0-4c25-9000-c060daa1fd55 · outbound

This paper cites Power- delay tradeoff in multi-user mobile-edge computing systems.2016 IEEE Global Communications Conference (GLOBECOM), pages 1–6, 2016.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Power- delay tradeoff in multi-user mobile-edge computing systems.2016 IEEE Global Communications Conference (GLOBECOM), pages 1–6, 2016

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:14.111882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.550622Z digest=sha256:b8d9ab0c1f5b758193819747d677ab2cf7d494732f1569c6c912a061fb154d11

Observation cd7e657b-4621-43f9-acaf-7f29a147079f · outbound

This paper cites an unresolved cited work.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T11:26:14.039926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.558821Z digest=sha256:17cfc6f0dd226ffa50992b8e7befa2cdec2ac9fc9936bfca8790dbf824b36523

Observation 2bc1882d-ebd4-4e45-9195-a32ee7c25e6a · outbound

This paper cites Prasobh Sankar and Sundeep Prabhakar Chepuri.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Prasobh Sankar and Sundeep Prabhakar Chepuri

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:13.966984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.565327Z digest=sha256:8ae30fc2a238c13007bf5f750d234a1a23a3e0f9fae4144448a673650a90bdcf

Observation a46f3b8a-2760-46b5-8f3e-7b0b8a5729cd · outbound

This paper cites Larsson, and Thomas L.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Larsson, and Thomas L

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:13.913454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.571493Z digest=sha256:f003f9cb76810a2c2f0c370f9c0165e43a8b68906305cbab43792e24a76a6c86

Observation cd358bd2-5326-4f89-9c45-a02fc1a14331 · outbound

This paper cites Dream: Dynamic resource and task allocation for energy minimization in mobile cloud systems.IEEE Journal on Selected Areas in Communications, 33(12):2510–2523, 2015.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Dream: Dynamic resource and task allocation for energy minimization in mobile cloud systems.IEEE Journal on Selected Areas in Communications, 33(12):2510–2523, 2015

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:13.851836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.577050Z digest=sha256:8ef546d5bfb6d20a3adf79abe4d522f06a3f68fb0b81c28f9dbd9c60aba09efa

Observation 0c4d1f93-b724-40b6-889c-3d4724eaa1fb · outbound

This paper cites Burd and Robert W.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Burd and Robert W

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:13.787417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.585304Z digest=sha256:cfa60060d431ebca5950629102954a41e7ef8572ded194fe17999c8be82a68fd

Observation 1b1dc5ab-f227-4719-8427-c1ce445021c0 · outbound

This paper cites Miettinen and Jukka K.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Miettinen and Jukka K

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:26:13.745039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T11:26:13.590734Z digest=sha256:54fd88298166240bdb8176de41ffc39c2340035a4fa5b19c07cda4a7d4440c1b

Observation a1c7c12a-1436-4b1f-bb11-badb13dc4e5c · outbound

This paper cites Shortle, James M.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Shortle, James M

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T11:26:13.596689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:26:13.596689Z digest=sha256:f1aa711abbd6d63212091bc494096f4034af06ffe3b827f4d1a80ec6b25ecc65

Observation ac172ac7-5a73-492d-8c41-50eba1747ebc · outbound

This paper cites Continuous control with deep reinforcement learning.

A Novel Deep Reinforcement Learning Method for Computation Offloading in Multi-User Mobile Edge Computing with Decentralization Continuous control with deep reinforcement learning

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T11:26:13.602868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:26:13.602868Z digest=sha256:9507e2085b1b26c91659d8db354c30cc5dc507634c95ddf93a8f6786f4ea64e9

Pith citing papers

No inbound Pith citation observations are available.