Paper Citation Record · LEDGER

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems

As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2508.20508.

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

pith.paper-citation-record.v1
2508.20508 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:08:05.112373Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

26 of 26 outbound references displayed

verified exact3
verified fuzzy22
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1f33ad89-03ad-426b-83c8-36c9820aba85 · outbound

This paper cites Reliability modelling and optimization for microservice-based cloud application using multi-agent system,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Reliability modelling and optimization for microservice-based cloud application using multi-agent system,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.517967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 841b4e0d-8107-4c8b-9a40-85215ec81751 · outbound

This paper cites Reinforcement learning multi-agent system for faults diagnosis of microservices in industrial settings,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Reinforcement learning multi-agent system for faults diagnosis of microservices in industrial settings,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.503959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc15aae4-b1fd-43b1-9740-c33b5835fd45 · outbound

This paper cites Transferable Modeling Strategies for Low-Resource LLM Tasks: A Prompt and Alignment-Based Approach.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Transferable Modeling Strategies for Low-Resource LLM Tasks: A Prompt and Alignment-Based Approach

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:08:05.208151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cd2ef8bc-8f89-4e55-91ee-2a5a45ce5359 · outbound

This paper cites Revisiting LoRA: A Smarter Low-Rank Approach for Efficient Model Adaptation,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Revisiting LoRA: A Smarter Low-Rank Approach for Efficient Model Adaptation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.490106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 205872ac-3f91-4839-b15d-9c535a72a0ad · outbound

This paper cites A Hybrid Recommendation Approach Integrating Matrix Decomposition and Deep Neural Networks for Enhanced Accuracy and Generalization,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems A Hybrid Recommendation Approach Integrating Matrix Decomposition and Deep Neural Networks for Enhanced Accuracy and Generalization,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.476503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5320e16d-b1e9-4db8-8912-d5f81906c209 · outbound

This paper cites Grouplanner: a group recommender system for tourism with multi-agent microservices,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Grouplanner: a group recommender system for tourism with multi-agent microservices,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.463340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fdd3de5f-894f-4a99-8868-b61fc22e5ddd · outbound

This paper cites Moving From Monolithic To Microservices Architecture for Multi-Agent Systems.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Moving From Monolithic To Microservices Architecture for Multi-Agent Systems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T15:08:05.038518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8ad60a8-42d1-4805-b31c-3bbaa9940a4b · outbound

This paper cites Using multi-agent microservices (mams) for agent-based modelling,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Using multi-agent microservices (mams) for agent-based modelling,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.449019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f4a873a-9dd8-4af4-b1ee-5dc9e253ff6f · outbound

This paper cites Gma: graph multi-agent microservice autoscaling algorithm in edge-cloud environment,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Gma: graph multi-agent microservice autoscaling algorithm in edge-cloud environment,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.434838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b2d636c1-aad1-468f-9712-4dd8fe32a2cc · outbound

This paper cites A Multi-level Semantics Formalism for Multi-Agent Microservices,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems A Multi-level Semantics Formalism for Multi-Agent Microservices,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.420643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2329cd57-6332-4764-a07d-0ffc21a2c4fe · outbound

This paper cites Distributed Microservice Deployment for Satellite Edge Computing Networks: A Multi-Agent Deep Reinforcement Learning Approach,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Distributed Microservice Deployment for Satellite Edge Computing Networks: A Multi-Agent Deep Reinforcement Learning Approach,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.406066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 321728d1-83ad-425e-b74f-e0bff30dbc46 · outbound

This paper cites Microservices Infrastructure Architecture for the Cloud-Based Multi-Agent Group Decision Support Systems for Autonomous Cyberphysical Systems,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Microservices Infrastructure Architecture for the Cloud-Based Multi-Agent Group Decision Support Systems for Autonomous Cyberphysical Systems,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.390865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1173806-beca-4bf5-b682-a46379014824 · outbound

This paper cites Dynamic operating system scheduling using double DQN: A reinforcement learning approach to task optimization,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Dynamic operating system scheduling using double DQN: A reinforcement learning approach to task optimization,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.377127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5dfb063-d03a-49bd-819a-8cd5ed9fc6ed · outbound

This paper cites Market Turbulence Prediction and Risk Control with Improved A3C Reinforcement Learning,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Market Turbulence Prediction and Risk Control with Improved A3C Reinforcement Learning,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.363472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b036b1e6-8ace-45c7-b186-ab117b344c77 · outbound

This paper cites Federated Learning for Cross-Domain Data Privacy: A Distributed Approach to Secure Collaboration.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Federated Learning for Cross-Domain Data Privacy: A Distributed Approach to Secure Collaboration

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:08:05.173862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation caaa0fcb-f046-4215-bb9e-84c426221b32 · outbound

This paper cites Stock Prediction with Improved Feedforward Neural Networks and Multimodal Fusion,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Stock Prediction with Improved Feedforward Neural Networks and Multimodal Fusion,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.349914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d48a3c94-107b-42f5-85db-1b5df1904990 · outbound

This paper cites Unsupervised Detection of Fraudulent Transactions in E-commerce Using Contrastive Learning,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Unsupervised Detection of Fraudulent Transactions in E-commerce Using Contrastive Learning,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.336015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a9eb1320-d1ed-45bb-adb4-ce9b30281fd6 · outbound

This paper cites A Deep Learning Approach to Anomaly Detection in High-Frequency Trading Data,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems A Deep Learning Approach to Anomaly Detection in High-Frequency Trading Data,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.322339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c95ea91-30b2-43fc-b7df-02da19672e5e · outbound

This paper cites BERT-Based Automatic Audit Report Generation and Compliance Analysis,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems BERT-Based Automatic Audit Report Generation and Compliance Analysis,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.307770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 031703c1-3e14-4b29-93ce-ebcd838c0c25 · outbound

This paper cites Multivariate time series forecasting through automated feature extraction and transformer-based modeling,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Multivariate time series forecasting through automated feature extraction and transformer-based modeling,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.294050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation be4d0256-7d81-4277-bc4f-42120b44a41c · outbound

This paper cites Temporal-Spatial Deep Learning for Memory Usage Forecasting in Cloud Servers,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Temporal-Spatial Deep Learning for Memory Usage Forecasting in Cloud Servers,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.279251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6c0df06-f15e-4fac-9c45-6dc940036d26 · outbound

This paper cites Deep Probabilistic Modeling of User Behavior for Anomaly Detection via Mixture Density Networks.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Deep Probabilistic Modeling of User Behavior for Anomaly Detection via Mixture Density Networks

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:08:05.153411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fbc3d5b4-b184-420d-844d-55749d4c98d0 · outbound

This paper cites Capsule Network-Based AI Model for Structured Data Mining with Adaptive Feature Representation,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Capsule Network-Based AI Model for Structured Data Mining with Adaptive Feature Representation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.265265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f6ef1b4d-18d2-4444-bcd3-4335ccc75fa7 · outbound

This paper cites Deep deterministic policy gradient algorithm: A systematic review,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Deep deterministic policy gradient algorithm: A systematic review,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.251422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc3b3a62-56a7-4224-80f4-ad5d13436647 · outbound

This paper cites Multi-agent game abstraction via graph attention neural network,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems Multi-agent game abstraction via graph attention neural network,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.236235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6725983-7259-4c89-b4ac-048f236effc7 · outbound

This paper cites MADDPG-based joint service placement and task offloading in MEC empowered air–ground integrated networks,.

Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems MADDPG-based joint service placement and task offloading in MEC empowered air–ground integrated networks,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:08:05.222472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.