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Paper Citation Record · LEDGER

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2506.09180.

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

pith.paper-citation-record.v1
2506.09180 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:08:39.034520Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

27 of 27 outbound references displayed

  • verified exact0
  • verified fuzzy26
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 840314dc-d7fa-48c8-9fa1-f5ee77333e21 · outbound

This paper cites A Survey on Mobile Edge Computing: The Communication Pers pective,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems A Survey on Mobile Edge Computing: The Communication Pers pective,

Reference 1

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raw_fallback, observed 2026-08-07T05:08:45.072343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:35.328327Z digest=sha256:a22c12d702cfca4e6174543c8967bc09676de7ff75295668ca634f0fd13e76cc

Observation 780c852a-3dcb-426d-b530-58cda3128f77 · outbound

This paper cites The Extended Cloud: Review and Analysis of Mobile Edge Computing and Fog From a Security and Resilience Perspe ctive,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems The Extended Cloud: Review and Analysis of Mobile Edge Computing and Fog From a Security and Resilience Perspe ctive,

Reference 2

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raw_fallback, observed 2026-08-07T05:08:44.629873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:35.526647Z digest=sha256:deae25ca0984ebe34b76d66800a36e196ca3fbf70fea60e53ccb37dbb9762134

Observation d6152e3e-0764-409a-8fdb-3ff8b9d40e9f · outbound

This paper cites Task Offloading and Resource Allocation for Mobile Edge Computing by Deep Reinforcement Learning Ba sed on SARSA,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Task Offloading and Resource Allocation for Mobile Edge Computing by Deep Reinforcement Learning Ba sed on SARSA,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:08:44.287226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:35.647095Z digest=sha256:1c73abffced4b3b251a67ee3305dda9ce44cdcd0a82493f05da90482e217b06e

Observation 51a9f7ad-2f68-4b73-8a4c-fde06f41bc73 · outbound

This paper cites A Survey of Mobi le Cloud Computing: Architecture, Applications, and Approaches,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems A Survey of Mobi le Cloud Computing: Architecture, Applications, and Approaches,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:08:44.072864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:35.768675Z digest=sha256:9396fd5dbae857c737bc23c1fc19267fb2acfa9eb66da1b62096d4b5d7283764

Observation 0cf5cadd-3b3a-40a8-b2b8-9ade32ed3819 · outbound

This paper cites A Sur vey of Mobile Cloud Computing Application Models,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems A Sur vey of Mobile Cloud Computing Application Models,

Reference 5

Resolution
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raw_fallback, observed 2026-08-07T05:08:43.902473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:35.919195Z digest=sha256:d3b98d7a1173a417583dff5ef2c29059a7d36feea6f09d9eca4bca6938c5c092

Observation e92d5207-7433-476b-af70-1546ab82bec8 · outbound

This paper cites Dynamic Operations of C loud Radio Access Networks (C-RAN) for Mobile Cloud Computing Systems,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Dynamic Operations of C loud Radio Access Networks (C-RAN) for Mobile Cloud Computing Systems,

Reference 6

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raw_fallback, observed 2026-08-07T05:08:43.727975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:36.017483Z digest=sha256:aa97e08efe3947473286506baad5fe4b54d37d4d73c0131ae193c8e217e4b243

Observation da9c4bc0-1072-4f58-864e-f9aa70a66c22 · outbound

This paper cites DATS: Disper sive Stable Task Scheduling in Heterogeneous Fog Networks,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems DATS: Disper sive Stable Task Scheduling in Heterogeneous Fog Networks,

Reference 7

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raw_fallback, observed 2026-08-07T05:08:43.557197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:36.190774Z digest=sha256:239e5dad550d1d6addc9aeb380fda33c0b003db1639bf0152354a9cf846f524c

Observation 716922a8-67b9-4672-84c1-278b81425f9c · outbound

This paper cites Fog Computing Ar chitecture, Evaluation, and Future Research Directions,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Fog Computing Ar chitecture, Evaluation, and Future Research Directions,

Reference 8

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raw_fallback, observed 2026-08-07T05:08:43.398428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:36.313497Z digest=sha256:f01fa932038b94187581262e252bdc523732e64b52c202b67abb5e1a668f4aa5

Observation 63592116-1782-4c2e-97ec-a9061daebc48 · outbound

This paper cites Survey of Fog Computin g: Fundamental, Network Applications, and Research Challenges,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Survey of Fog Computin g: Fundamental, Network Applications, and Research Challenges,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:08:43.200635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:36.445706Z digest=sha256:2d8f9fcd97294c803a59158364341ecf5c942a8eed99a4b793b5360a573ac76f

Observation e331626d-e0ba-49f0-9a06-1814998a3712 · outbound

This paper cites QoE and Power Efficiency Tradeoff for Fog Computing Networks with Fog Node Cooperation,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems QoE and Power Efficiency Tradeoff for Fog Computing Networks with Fog Node Cooperation,

Reference 10

Resolution
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raw_fallback, observed 2026-08-07T05:08:43.049440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:36.657185Z digest=sha256:f833743be4fdf1dd25ce829b321b7cf92c02ddcabfe8c2e5bd93fc973beeed23

Observation 752fd153-84f9-4f74-92d4-cb65a2864a09 · outbound

This paper cites A Su rvey on Computation Offloading Modeling for Edge Computing,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems A Su rvey on Computation Offloading Modeling for Edge Computing,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:08:42.835699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:36.768770Z digest=sha256:644d46e948432212dcfc284a3077304271bfdb147e8b24cf9d2ebd31f47c0278

Observation 4708298d-e0f4-4c58-b37b-2b2a467fc740 · outbound

This paper cites Edge Cloud Offloading Algorithms: Issues, Methods, and Perspectives,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Edge Cloud Offloading Algorithms: Issues, Methods, and Perspectives,

Reference 12

Resolution
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raw_fallback, observed 2026-08-07T05:08:42.633078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:36.888292Z digest=sha256:cd73abafd5c11f70486bb6be36327e6345d8606689d2ac4b1329498ea42212e4

Observation 7a8acc20-1f5e-4ed7-8f15-f75d45dd3acc · outbound

This paper cites Collaborative Task Execu tion in Mobile Cloud Computing Under a Stochastic Wireless Channel,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Collaborative Task Execu tion in Mobile Cloud Computing Under a Stochastic Wireless Channel,

Reference 13

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raw_fallback, observed 2026-08-07T05:08:42.446607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:37.025658Z digest=sha256:661c63f30efe85850dda954d5685070b2a1581648bfda045f998ffae7b485fa9

Observation db38ddcc-bb4c-4e7a-a948-2e2a1bf2602e · outbound

This paper cites Deadline-Aware Task Offload ing with Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Deadline-Aware Task Offload ing with Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing,

Reference 14

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raw_fallback, observed 2026-08-07T05:08:42.291611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:37.153488Z digest=sha256:341164413224199f8ca1334bcf21885d2a25f3c2573ffb74a18d38f2f6c12cad

Observation 9a1ee992-059c-494b-997e-ca0c66c78d81 · outbound

This paper cites An Optimization-Based Approa ch to Offloading in Ad-Hoc Mobile Clouds,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems An Optimization-Based Approa ch to Offloading in Ad-Hoc Mobile Clouds,

Reference 15

Resolution
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raw_fallback, observed 2026-08-07T05:08:42.044362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:37.301222Z digest=sha256:65c42a00d762449657591ddeb67c9f2d5c7bd5d0149a17886314aca159c75371

Observation 76f1b3d5-e560-44fb-a57c-1246227ae477 · outbound

This paper cites Computation Offloadin g and Resource Allocation in Mixed Fog/Cloud Computing Systems with Min-Max Fairness Guarantee,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Computation Offloadin g and Resource Allocation in Mixed Fog/Cloud Computing Systems with Min-Max Fairness Guarantee,

Reference 16

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raw_fallback, observed 2026-08-07T05:08:41.871059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:37.413746Z digest=sha256:4217d8c2023aa8a4e77134e32ccbf9a6eabb0868ab8ab4c5b4243dc28e282d53

Observation c32f5fa6-3993-4d6d-b321-a1b9e44a9cc7 · outbound

This paper cites A Deep Reinforcement Learning Based Offloading Scheme in Ad-Hoc Mobile Clouds,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems A Deep Reinforcement Learning Based Offloading Scheme in Ad-Hoc Mobile Clouds,

Reference 17

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raw_fallback, observed 2026-08-07T05:08:41.713789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:37.552353Z digest=sha256:78e31eeb71cb804713167fa39372d1b8eea1fe2545945828c8be83433328df09

Observation 28a7d04d-5cf1-4810-b52c-d478a8f45ba1 · outbound

This paper cites A rtificial Intelligence Enabled Distributed Edge Computing for Internet of Things Applications,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems A rtificial Intelligence Enabled Distributed Edge Computing for Internet of Things Applications,

Reference 18

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raw_fallback, observed 2026-08-07T05:08:41.464750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:37.707721Z digest=sha256:476481c0910677adc5953676cc99ee5029b954afb6779809bc5141c217b5e201

Observation 9a18faa8-a23f-4a3d-b967-cc3c23d514ce · outbound

This paper cites Multiobjective Optim ization for Joint Task Offloading, Power Assignment, and Resource Allocation in Mobile Edge Computing,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Multiobjective Optim ization for Joint Task Offloading, Power Assignment, and Resource Allocation in Mobile Edge Computing,

Reference 19

Resolution
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raw_fallback, observed 2026-08-07T05:08:41.256652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:37.790626Z digest=sha256:1429955a80e861053d998607b9aee60f30164f0d62c45df19142db89e373b7d4

Observation 389cf470-ef36-46af-a8a9-83a54464b0b3 · outbound

This paper cites Computati on Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Computati on Offloading in Multi-Access Edge Computing: A Multi-Task Learning Approach,

Reference 20

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raw_fallback, observed 2026-08-07T05:08:41.003219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:37.921398Z digest=sha256:4fe461640eaebbd3b6e00ec7019e98ebe20a16de17ffbf5d637933e6c1985cb0

Observation afd5d7bf-e01e-4a5e-8ec5-e68ba88a625c · outbound

This paper cites Delay Constrained Hybrid Ta sk Offloading of Internet of Vehicle: A Deep Reinforcement Learning Method,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Delay Constrained Hybrid Ta sk Offloading of Internet of Vehicle: A Deep Reinforcement Learning Method,

Reference 21

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raw_fallback, observed 2026-08-07T05:08:40.883621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:38.075819Z digest=sha256:00d5a5b935d7f3677b09e94c1662f51b02edb58312e434ebd294b3487edba9ba

Observation e0e2d200-dbf2-4c40-a464-70cdd57a7d9c · outbound

This paper cites A Multiagent Met a-Based Task Offloading Strategy for Mobile-Edge Computing,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems A Multiagent Met a-Based Task Offloading Strategy for Mobile-Edge Computing,

Reference 22

Resolution
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raw_fallback, observed 2026-08-07T05:08:40.704686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:38.254995Z digest=sha256:beb5eb8700273926dfe2ca17fa2b1270d3532d18b65c9846120f710d7075f082

Observation ff2791dd-04c1-460a-8b10-b9bebce1fee7 · outbound

This paper cites Inte lligent Task Offloading and Resource Allocation in 54 Digital Twin Based Aerial Computing Networks,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Inte lligent Task Offloading and Resource Allocation in 54 Digital Twin Based Aerial Computing Networks,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-07T05:08:40.471380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:38.421650Z digest=sha256:1ac6e355ce6e42eaf129592be95e76aa36683e5beec1306a139ef22edeb026be

Observation 49469e47-d83d-48c8-8525-3284c2c1eb0f · outbound

This paper cites Optimal Task Offloading Policy in Edge Computing Systems with Firm Deadlines,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Optimal Task Offloading Policy in Edge Computing Systems with Firm Deadlines,

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-07T05:08:40.166667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:38.562612Z digest=sha256:9a90c379d4827c6f0151a8d53dbee6ddae9765ce2020c4b99a226d53ed12133f

Observation 2dba536a-6a9d-4740-b57f-d93cb331d31d · outbound

This paper cites an unresolved cited work.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Unresolved cited work

Reference 25

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unresolved
raw_fallback, observed 2026-08-07T05:08:39.863711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:38.744883Z digest=sha256:01e3bd7f42b9c125a900539c1cf8a7a832729d7849f86fcd7c143d5b23e1a36c

Observation 8124968e-2e73-4d27-84ae-5a857fbbb82f · outbound

This paper cites Distributed Threshold-base d Offloading for Large-Scale Mobile Cloud Computing,.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Distributed Threshold-base d Offloading for Large-Scale Mobile Cloud Computing,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:08:39.585353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:38.889284Z digest=sha256:6a2e848e3530eeaf1d88494bfd91fca91417d692270bd3169af1fbaaee145607

Observation faaf9624-e8c6-448b-aac7-49eb5ce38782 · outbound

This paper cites Mobile Data O ffloading: How Much Can WiFi Deliver?.

Optimal Task Offloading with Firm Deadlines for Mobile Edge Computing Systems Mobile Data O ffloading: How Much Can WiFi Deliver?

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:08:39.308963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T05:08:39.034520Z digest=sha256:bf5903af67e34c0433a1399a370d53be42747b6bafc6b040c89a17a3a695ce3b

Pith citing papers

No inbound Pith citation observations are available.