杨会静｜天津财经大学｜学者主页

2025

Reinforcement Learning-Driven Adaptive Prefetch Aggressiveness Control for Enhanced Performance in Parallel System Architectures

Huijing Yang, Juan Fang, Yu-Min Hou, Xing Su, Neal N. Xiong

IEEE Transactions on Parallel and Distributed Systems

DOI

2024

Attention Mechanism-Aided Deep Reinforcement Learning for Dynamic Edge Caching

Zi-Yi Teng, Juan Fang, Huijing Yang, Lu Yu, Huijie Chen, Wei Xiang

IEEE Internet of Things Journal

DOI

2024

RL-CoPref: a reinforcement learning-based coordinated prefetching controller for multiple prefetchers

Huijing Yang, Juan Fang, Xing Su, Zhi Cai, Yue-Ning Wang

Journal of Supercomputing

DOI

2023

CPU-GPU异构系统感知和预测的批处理内存调度策略（英文）

方娟，林胜，杨会静，徐艺翔，苏醒

ENGINEERING Information Technology & Electronic Engineering

2023

A Fairness-Aware Prefetching Mechanism based on Reinforcement Learning for Multi-Core Systems

Huijing Yang, Juan Fang

2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys)

DOI

2023

AMPP: An Adaptive Multilayer Perceptron Prefetcher for Irregular Data Prefetching

Juan Fang, Jingjing Li, Huijing Yang, Yue-Ning Wang, Shuying Song

2023 IEEE International Conference on High Performance Computing & Communications, Data Science & Systems, Smart City & Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys)

DOI

2023

DPBC-VCP: A Network-On-Chip Prioritization Mechanism Combined with VCP for CPU-GPU Heterogeneous Systems

Juan Fang, Hao-Yu Cheng, Zhichao Wei, Huijing Yang

International Conference on Parallel and Distributed Systems

DOI

2023

A perceptual and predictive batch-processing memory scheduling strategy for a CPU-GPU heterogeneous system

Juan Fang, Sheng Lin, Huijing Yang, Yixiang Xu, Xing Su

Frontiers of Information Technology & Electronic Engineering

DOI

2023

A Prefetch-Adaptive Intelligent Cache Replacement Policy Based on Machine Learning

Huijing Yang, Juan Fang, Min Cai, Zhi Cai

Journal of Computational Science and Technology

DOI

2023

WSMP: a warp scheduling strategy based on MFQ and PPF

Juan Fang, Liang Zhao, Min Cai, Huijing Yang

Journal of Supercomputing

DOI

2022

A Heterogeneity-Aware Replacement Policy for the Partitioned Cache on Asymmetric Multi-Core Architectures

Juan Fang, Han Kong, Huijing Yang, Yixiang Xu, Min Cai

Micromachines

DOI

2021

Locality-Based Cache Management and Warp Scheduling for Reducing Cache Contention in GPU

Juan Fang, Zelin Wei, Huijing Yang

Micromachines

DOI

2012

High Level Synthesis using Learning Automata Genetic Algorithm

Huijing Yang, Chunying Wang, Ning Du

Journal of Computers

DOI

杨会静

精选作品

期刊论文

Reinforcement Learning-Driven Adaptive Prefetch Aggressiveness Control for Enhanced Performance in Parallel System Architectures

Attention Mechanism-Aided Deep Reinforcement Learning for Dynamic Edge Caching

RL-CoPref: a reinforcement learning-based coordinated prefetching controller for multiple prefetchers

CPU-GPU异构系统感知和预测的批处理内存调度策略（英文）

A Fairness-Aware Prefetching Mechanism based on Reinforcement Learning for Multi-Core Systems

AMPP: An Adaptive Multilayer Perceptron Prefetcher for Irregular Data Prefetching

DPBC-VCP: A Network-On-Chip Prioritization Mechanism Combined with VCP for CPU-GPU Heterogeneous Systems

A perceptual and predictive batch-processing memory scheduling strategy for a CPU-GPU heterogeneous system

A Prefetch-Adaptive Intelligent Cache Replacement Policy Based on Machine Learning

WSMP: a warp scheduling strategy based on MFQ and PPF

A Heterogeneity-Aware Replacement Policy for the Partitioned Cache on Asymmetric Multi-Core Architectures

Locality-Based Cache Management and Warp Scheduling for Reducing Cache Contention in GPU

High Level Synthesis using Learning Automata Genetic Algorithm

研究方向