Pith. sign in

Paper Citation Record · LEDGER

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems

As of 22 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2508.03345.

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

pith.paper-citation-record.v1
2508.03345 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:34:05.849221Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T11:01:43.556762Z

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 exact0
  • verified fuzzy15
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1f3f6ff-5457-41b1-8ca7-605fee4220c4 · outbound

This paper cites Energy-efficient joint task assignment and migration in data centers: A deep reinforcement learning approach,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Energy-efficient joint task assignment and migration in data centers: A deep reinforcement learning approach,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:09.365253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:04.476300Z digest=sha256:3c72f878a7362d4d87701a7d21bbce6e7c95dfdc5d1c343682d3f383de5adbde

Observation 00b2405b-8557-49d1-9be4-abbd5c8b5f59 · outbound

This paper cites Adaptive digital twin migration in vehicular edge computing and networks,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Adaptive digital twin migration in vehicular edge computing and networks,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:09.061171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:04.549726Z digest=sha256:54cc33ec74349bbdcc5f2666b837ba14f75195e1342d929152e4acb691ea52ad

Observation cfd8fc42-435f-407f-9775-9749df9efa84 · outbound

This paper cites Multi-user layer- aware online container migration in edge-assisted vehicular networks,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Multi-user layer- aware online container migration in edge-assisted vehicular networks,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T04:34:04.613249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T04:34:04.613249Z digest=sha256:b49ca20aeb8245e88c0c0f9dbdbb5d7b47b715c433c3b1f9d7a914e9dfd11395

Observation d0e5b516-5c91-4ec7-9639-2fe6a548f051 · outbound

This paper cites Migration mod- eling and learning algorithms for containers in fog computing,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Migration mod- eling and learning algorithms for containers in fog computing,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:08.658677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:04.685621Z digest=sha256:ee651fdd78d40cf6913815e4c48f83cceb467d208e813d81403a3d2a1e099e8f

Observation 3bdeb5f2-2b96-44bb-bcff-90eea1daeac4 · outbound

This paper cites Agentscope: A flexible yet robust multi- agent platform,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Agentscope: A flexible yet robust multi- agent platform,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:08.366556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:04.750488Z digest=sha256:247d26d3de4dbcf5bd0093944052dc2b027f74bbfe87ce9fd9727013fddee389

Observation 5a20a554-ad29-4539-99de-b5df2a5fed64 · outbound

This paper cites Edge intelligence: Paving the last mile of artificial intelligence with edge computing,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Edge intelligence: Paving the last mile of artificial intelligence with edge computing,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:08.166446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:04.850424Z digest=sha256:4717fd9af35e3666633434ddb01abe6174ee1e5ae1f8361fc95541eb2bc215fa

Observation 2e20c392-61a7-4499-9f9c-86dda25c03d3 · outbound

This paper cites Collaborative service placement for edge computing in dense small cell networks,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Collaborative service placement for edge computing in dense small cell networks,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:07.956776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:04.934399Z digest=sha256:524ccaca0bfae9f8b002b6e939de7c55536ee90dea314e732b20af30f5461e39

Observation d0826821-1d37-4e76-9d85-3d012ecf871d · outbound

This paper cites Deepseek-v3 technical report,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Deepseek-v3 technical report,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:07.748208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.039366Z digest=sha256:5024c10ca17dea89ad6ebd1a2f31437451bdec7be0a4ea060772b96275bc4602

Observation c27df0b4-4b44-49ef-96e6-8afd8c24031d · outbound

This paper cites Latency minimization for intelligent reflecting surface aided mobile edge computing,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Latency minimization for intelligent reflecting surface aided mobile edge computing,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:07.560687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.146261Z digest=sha256:bc20f492ef045dd30df3c967bbc4f94640ee4d0031f4bf1ea5d228ba174f533f

Observation da7a129f-304f-43fb-b372-9e7f449a9eda · outbound

This paper cites Enhancing LLM QoS through Cloud-Edge Collaboration: A Diffusion-based Multi-Agent Reinforce- ment Learning Approach ,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Enhancing LLM QoS through Cloud-Edge Collaboration: A Diffusion-based Multi-Agent Reinforce- ment Learning Approach ,

Reference 10

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T04:34:06.153629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.256238Z digest=sha256:990769f50d66dc68ea38f0b0b1b8d9c84a53f848b062b79bb8c993fb7d9f624b

Observation 1912b9ca-c0e6-4087-92a5-2b453312b08e · outbound

This paper cites Edsp-edge: Efficient dynamic edge service entity placement for mobile virtual reality systems,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Edsp-edge: Efficient dynamic edge service entity placement for mobile virtual reality systems,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:07.353298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.298571Z digest=sha256:68fda4a74a784f24a58be2e86869d3dcfb7f06db26dd21d2f6ae090ebdd3bf9b

Observation a610c79a-7710-40df-80da-22015afee01d · outbound

This paper cites A survey on edge computing systems and tools,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems A survey on edge computing systems and tools,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:07.172759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.373620Z digest=sha256:b6470fe76d8854cf6c2f9fba402f48399ec21cba5b2bfd3e24ddb80a060ce84f

Observation 6212b19d-d72b-478e-8478-994f72e6eb85 · outbound

This paper cites Multiagent deep rein- forcement learning for cost- and delay-sensitive virtual network function placement and routing,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Multiagent deep rein- forcement learning for cost- and delay-sensitive virtual network function placement and routing,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:07.032321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.451762Z digest=sha256:cc1a91db4d6dada7b04addbc38b701eaf9000bf07c6584dfeb28d0633e1aee81

Observation 6326989a-c4bf-47d3-aa94-62d2b3d841dd · outbound

This paper cites Greengard, The internet of things.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Greengard, The internet of things

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:06.846007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.553408Z digest=sha256:06596def0966aba940b1684824fd3372c7890bf6eea5bec1397525dfa0482dfa

Observation 8d1da21f-3cfe-4ee9-a3da-4f3e589b50be · outbound

This paper cites Edge- based differential privacy computing for sensor–cloud systems,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Edge- based differential privacy computing for sensor–cloud systems,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:06.678118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.618410Z digest=sha256:c9d4931d0cf2ba58ab7d1162e6b6f9c7863c274c311cc8853e81a4d5ca3a3c89

Observation 9c4ea1a1-dc1e-466a-8c75-a90beb0288e2 · outbound

This paper cites Edge computing for autonomous driving: Opportunities and challenges,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Edge computing for autonomous driving: Opportunities and challenges,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:06.490776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.728852Z digest=sha256:6131fa4d90649ad6692e2c0b74dfc5cf6c0a81abe78d3f1e30c5b821a7d2b1bd

Observation 87909e69-da9a-4791-b74e-ee05f278efdb · outbound

This paper cites Ai augmented edge and fog computing: Trends and challenges,.

Adaptive AI Agent Placement and Migration in Edge Intelligence Systems Ai augmented edge and fog computing: Trends and challenges,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T04:34:06.314975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T04:34:05.849221Z digest=sha256:1803692859fec54df1060c9de44a7fa500841fec5cd254e7de5ea140c2a8bc20

Pith citing papers

Observation 1e7d5a7f-97b8-4651-8d0d-41df68070f2b · inbound

Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models cites this paper.

Cost and Accuracy of Long-Term Memory in Distributed Multi-Agent Systems Based on Large Language Models Adaptive AI Agent Placement and Migration in Edge Intelligence Systems

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-03T11:01:43.556762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:01:43.556762Z digest=sha256:b80d6fabe2e68efcd744986bc99563a2c4bd65662202c8ad66964b0a98561189