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IEEE Transactions on Industrial Informatics
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Ziqi Xiao, Zhili He, Huanghuang Liang, Chuang Hu, Dazhao Cheng |
Controlling Aluminum Strip Thickness by Clustered Reinforcement Learning with Real-world Dataset
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IEEE Transactions on Mobile Computing
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Qianlong Sang, Jinqi Yan, Rui Xie, Chuang Hu, Kun Suo, Dazhao Cheng |
QoE-Aware Power Management Via Scheduling and Governing Co-Optimization on Mobile Devices
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IEEE Transactions on Mobile Computing
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Tianyu Tu, Chuang Hu, Yili Gong, Jiawei Jiang, Zhigao Zheng, Dazhao Cheng |
Tackling Multiplayer Interaction for Federated Generative Adversarial Networks
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IEEE Transactions on Parallel and Distributed Systems
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Haoran Zhou, Wei Rang, Hongyang Chen, Xiaobo Zhou, Dazhao Cheng |
DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training
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IEEE Transactions on Parallel and Distributed Systems
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Zheng Zhang, Yaqi Xia, Hulin Wang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
MPMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism
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IEEE Transactions on Parallel and Distributed Systems
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Yuezhi Che, Dazhao Cheng, Xiao Wang, Rujia Wang |
Opca: Enabling Optimistic Concurrent Access for Multiple Users in Oblivious Data Storage
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IEEE Transactions on Parallel and Distributed Systems
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Yaqi Xia, Zheng Zhang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Hongyang Chen, Dazhao Cheng |
Redundancy-free and load-balance TGNN training with hierarchical pipeline parallelism
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IEEE Transactions on Parallel and Distributed Systems
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Dazhao Cheng, Kai Yan, Xinquan Cai, Yili Gong, Chuang Hu |
SLO-Aware Function Placement for Serverless Workflows With Layer-Wise Memory Sharing
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USENIX Annual Technical Conference
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Xingguo Pang, Yanze Zhang, Liu Liu, Dazhao Cheng, Chengzhong Xu, Xiaobo Zhou |
Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor
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HPDC2023
32nd International Symposium on High-Performance Parallel and Distributed Computing
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Yaqi Xia, Zheng Zhang, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism
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IEEE Internet of Things Journal
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Huanghuang Liang, Qianlong Sang, Chuang Hu, Yili Gong, Dazhao Cheng, Xiaobo Zhou, Yu Wang |
TAPU: A Transmission-Analytics Processing Unit for Accelerating Multi-functions in IoT Gateways
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IPDPS2023
IEEE International Parallel and Distributed Processing Symposium
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Zheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng |
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism
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IEEE Transactions on Computers
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Chuang Hu, Rui Lu, Qianlong Sang, Huanghuang Liang, Dan Wang, Dazhao Cheng, Jin Zhang, Qing Li, JunK |
An Edge-side Real-time Video Analytics System with Dual Computing Resource Control
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TCC2023
IEEE Transactions on Cloud Computing
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Huanghuang Liang, Qianlong Sang, Chuang Hu, Dazhao Cheng, Xiaobo Zhou, Dan Wang, Wei Bao, Yu Wang |
DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning
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TCC2023
IEEE Transactions on Cloud Computing
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Dazhao Cheng, Yu Wang, Dong Dai |
Dynamic Resource Provisioning for Iterative Workloads on Apache Spark
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TCC2023
IEEE Transactions on Cloud Computing
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Sen Wei, Haoran Zhou, Chuang Hu, Dazhao Cheng |
Implementation and Optimization of Apache Spark Cache System Based on Mixed Memory
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TCC2023
IEEE Transactions on Cloud Computing
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Xinliang Wei, A. B. M. Mohaimenur Rahman, Dazhao Cheng, Yu Wang |
Joint Optimization across Timescales: Resource Placement and Task Dispatching in Edge Clouds
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CCGrid2022
22nd IEEE International Symposium on Cluster, Cloud and Internet Computing
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Abdullah Al Raqibul Islam, Dong Dai, Dazhao Cheng |
VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array
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ICPP2022
51st International Conference on Parallel Processing
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Chuang Hu, Huanghuang Liang, Xiao Ming Han, Bo An Liu, Dazhao Cheng, Dan Wang |
Spread: Decentralized Model Aggregation for Scalable Federated Learning
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IEEE Transactions on Cloud Computing
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Donglin Yang, Dazhao Cheng, Wei Rang, Yu Wang |
Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Data Centers
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