Paper Citation Record · LEDGER

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks

As of 23 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2505.04272.

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

pith.paper-citation-record.v1
2505.04272 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:36:27.928807Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

31 of 31 outbound references displayed

verified exact0
verified fuzzy30
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa404d01-450f-471a-bb9c-bc1fc921fc15 · outbound

This paper cites Toward enabled industrial verticals in 5G: A survey on MEC-based approaches to provisioning and flexibility,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Toward enabled industrial verticals in 5G: A survey on MEC-based approaches to provisioning and flexibility,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.414688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bee8c26e-198e-42a5-be3d-6a3ead6c505d · outbound

This paper cites Beyond the edge: An advanced exploration of reinforcement learning for mobile edge com- puting, its applications, and future research trajectories,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Beyond the edge: An advanced exploration of reinforcement learning for mobile edge com- puting, its applications, and future research trajectories,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.399778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 846beff7-ea44-4054-8dc4-71b6173f5a64 · outbound

This paper cites A survey on mobile edge computing: The communication perspective,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks A survey on mobile edge computing: The communication perspective,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.383201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c9d5019d-b6d9-4dac-b8f3-c193d9d9ef2e · outbound

This paper cites How to share: Balancing layer and chain sharing in industrial microservice deployment,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks How to share: Balancing layer and chain sharing in industrial microservice deployment,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.367809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dcec84ff-cccb-41e0-b85f-8d478f6a7aaf · outbound

This paper cites Service migration or task rerouting: A two-timescale online resource optimization for MEC,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Service migration or task rerouting: A two-timescale online resource optimization for MEC,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.353505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8976b5dc-3b53-448b-aa90-d16e492a7624 · outbound

This paper cites Joint scheduling and offloading schemes for multiple interdependent compu- tation tasks in mobile edge computing,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Joint scheduling and offloading schemes for multiple interdependent compu- tation tasks in mobile edge computing,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.338620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 94fbeb2a-81e7-45bb-8d03-98299f79873d · outbound

This paper cites Dependency-aware task scheduling and layer loading for mobile edge computing networks,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Dependency-aware task scheduling and layer loading for mobile edge computing networks,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.324378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fa4e337a-6cbe-4f29-810b-2d86b3d20e68 · outbound

This paper cites Dependency-aware computation offloading for mobile edge computing with edge-cloud cooperation,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Dependency-aware computation offloading for mobile edge computing with edge-cloud cooperation,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.307451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c0b26ad3-6a42-4fd1-9bbc-39fdc764dbf2 · outbound

This paper cites Trajectory planning and resource allocation for multi-UA V cooperative computation,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Trajectory planning and resource allocation for multi-UA V cooperative computation,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.291950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a957d4c8-3c33-4c1f-b67d-35d8e43f9bd0 · outbound

This paper cites Joint task offloading and radio resource management in stochastic MEC systems,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Joint task offloading and radio resource management in stochastic MEC systems,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.277234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fd8b0ce3-3728-4431-9940-3bbf5f2b0088 · outbound

This paper cites Dynamic multi-time scale user admission and resource allocation for semantic extraction in MEC systems,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Dynamic multi-time scale user admission and resource allocation for semantic extraction in MEC systems,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.262865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6ccda455-1267-4fa2-bccd-91c4532529c2 · outbound

This paper cites Load balancing approaches in cloud and fog computing environments: A framework, classification, and systematic review,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Load balancing approaches in cloud and fog computing environments: A framework, classification, and systematic review,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.248303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation af326345-8e2e-4672-81a1-1a5257f9fd7f · outbound

This paper cites Load and cost-aware min-min workflow scheduling algorithm for heterogeneous resources in fog, cloud, and edge scenarios,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Load and cost-aware min-min workflow scheduling algorithm for heterogeneous resources in fog, cloud, and edge scenarios,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.233943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e32c5158-c97e-479c-804b-679da68b1264 · outbound

This paper cites Sharing VM resources with using prediction of future user requests for an efficient load balancing in cloud computing environment,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Sharing VM resources with using prediction of future user requests for an efficient load balancing in cloud computing environment,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.219285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9e06160d-de9d-401d-b35b-ccc3d0b367bf · outbound

This paper cites Joint computation offloading and task caching for multi-user and multi-task MEC systems: reinforcement learning-based algorithms,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Joint computation offloading and task caching for multi-user and multi-task MEC systems: reinforcement learning-based algorithms,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.204820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2d3be663-79ad-46a4-b4a7-973b872efadf · outbound

This paper cites Multiagent federated reinforcement learning for secure incentive mechanism in intelligent cyber–physical systems,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Multiagent federated reinforcement learning for secure incentive mechanism in intelligent cyber–physical systems,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.190369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 07dfb2cd-f068-483d-aa8b-5cdf7f6fe6ca · outbound

This paper cites Intelligent delay-aware partial computing task offloading for multiuser Industrial Internet of Things through edge computing,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Intelligent delay-aware partial computing task offloading for multiuser Industrial Internet of Things through edge computing,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.174930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 599bf50a-09ea-4957-aa6b-1b049e22e26a · outbound

This paper cites Energy-efficient collaborative multi-access edge computing via deep reinforcement learning,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Energy-efficient collaborative multi-access edge computing via deep reinforcement learning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.160084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c224319f-5da6-487e-9893-12e31a8166ae · outbound

This paper cites V-D D3QN: the variant of double deep Q-learning network with dueling architecture,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks V-D D3QN: the variant of double deep Q-learning network with dueling architecture,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.145476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 076aabf7-920d-400e-89cf-58dfef93ae1e · outbound

This paper cites Deep-reinforcement-learning-based distributed computation offloading in vehicular edge computing networks,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Deep-reinforcement-learning-based distributed computation offloading in vehicular edge computing networks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.130281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e1c74205-744b-4ba3-89bb-ea8761e193b1 · outbound

This paper cites Edge intelligence: A computational task offloading scheme for dependent IoT application,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Edge intelligence: A computational task offloading scheme for dependent IoT application,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.114751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2f0aaf80-5e8c-4ff4-91a8-c078091bb44d · outbound

This paper cites Dependent task scheduling and offloading for minimizing deadline violation ratio in mobile edge computing networks,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Dependent task scheduling and offloading for minimizing deadline violation ratio in mobile edge computing networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.097877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f136e2fb-444e-4de1-bca5-9c426afad9bb · outbound

This paper cites De- pendent task offloading for edge computing based on deep reinforcement learning,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks De- pendent task offloading for edge computing based on deep reinforcement learning,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.082797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41c3fbb4-c19f-4359-a7b7-f4829c80fb98 · outbound

This paper cites Multitask offloading strategy optimization based on directed acyclic graphs for edge computing,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Multitask offloading strategy optimization based on directed acyclic graphs for edge computing,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.067529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2c51cb9c-324c-4938-b9c5-edaa4d88138e · outbound

This paper cites Intelligent task offloading and resource allocation in digital twin based aerial computing AUTHOR et al.: TITLE 11 networks,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Intelligent task offloading and resource allocation in digital twin based aerial computing AUTHOR et al.: TITLE 11 networks,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.052837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 079883f1-1d0c-4345-b8ea-8fe885f18b9a · outbound

This paper cites Wireless networks for mobile edge computing: Spatial modeling and latency analysis,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Wireless networks for mobile edge computing: Spatial modeling and latency analysis,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.038471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b6f1fe39-af70-4403-9166-f803c809d42b · outbound

This paper cites Kellerer, U.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Kellerer, U

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T23:36:27.910864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b3b23ba-0f06-494b-9efb-78f14cd38e26 · outbound

This paper cites Human- level control through deep reinforcement learning,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Human- level control through deep reinforcement learning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:28.011847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0eba1a6a-3073-4177-85e4-312e5f422f7e · outbound

This paper cites Snapdragon 865 5G Mobile Platform Product Brief,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Snapdragon 865 5G Mobile Platform Product Brief,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:27.996958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ab9fe8a-2d9f-4bf0-b090-d3820ac3ea9b · outbound

This paper cites Raspberry pi 4 model b technical specifica- tions,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks Raspberry pi 4 model b technical specifica- tions,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:27.980821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b8a305a2-abbb-4986-a67a-a8df98ad9986 · outbound

This paper cites NR; Physical channels and modulation (Release 18), TS 38.211, V18.5.0,.

Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks NR; Physical channels and modulation (Release 18), TS 38.211, V18.5.0,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:36:27.966063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.