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Hanbo Ma

The University of Manchester - Department of Electrical and Electronic Engineering

SCHOLARLY PAPERS

3

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143

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Scholarly Papers (3)

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1.

An Automated Method for Solving Configuration of Distributed Messaging Systems: Dmga-Pso Algorithm

Number of pages: 76 Posted: 28 Nov 2024
Hanbo Ma, Yaofei Ma, Jingyao li, Tianyu Guo and Haitao Yuan
The University of Manchester - Department of Electrical and Electronic Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 104 (674,591)

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DMS, Kafka, CDMS, Genetic Algorithm, Particle Swarm Optimization

2.

Load Balancing for Large Language Model Inference Serving: A Control and Learning Oriented Survey

Number of pages: 43 Posted: 18 Jun 2026
Hanbo Ma, Zhongguo Li, Junan Wang, Chunyi Cao, Donglin Li, Jun Yang and Zhengtao Ding
The University of Manchester - Department of Electrical and Electronic Engineering, Southeast University, Nanjing, The University of Manchester - Department of Electrical and Electronic Engineering, The University of Manchester - Department of Electrical and Electronic Engineering, The University of Manchester - Department of Electrical and Electronic Engineering, Loughborough University and The University of Manchester - Department of Electrical and Electronic Engineering
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Large language models, Neural Network Inference, Load Balancing, Intelligent Scheduling, resource allocation, KV Cache

3.

A Control-Oriented Survey of Load Balancing for LLM Inference Serving

Number of pages: 40 Posted: 03 Apr 2026
Hanbo Ma, Zhongguo Li, Junan Wang, Chunyi Cao, Donglin Li, Jun Yang and Zhengtao Ding
The University of Manchester - Department of Electrical and Electronic Engineering, affiliation not provided to SSRN, The University of Manchester - Department of Electrical and Electronic Engineering, The University of Manchester - Department of Electrical and Electronic Engineering, The University of Manchester - Department of Electrical and Electronic Engineering, Loughborough University and The University of Manchester - Department of Electrical and Electronic Engineering
Downloads 10 (1,548,648)

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Large Language Models, LLM Serving, Load Balancing, Inference Systems, Intelligent Scheduling