Chao Li

According to our database, Chao Li authored at least 127 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

WASP: Efficient Power Management Enabling Workload-Aware, Self-Powered AIoT Devices.

Xiaofeng Hou, Xuehan Tang, Jiacheng Liu, Chao Li, Luhong Liang, Kwang-Ting Cheng

IEEE Trans. Parallel Distributed Syst., August, 2024

Bayesian-Driven Automated Scaling in Stream Computing With Multiple QoS Targets.

Liang Zhang, Wenli Zheng, Kuangyu Zheng, Hongzi Zhu, Chao Li, Minyi Guo

IEEE Trans. Parallel Distributed Syst., July, 2024

FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework.

Junyi Mei, Shixuan Sun, Chao Li, Cheng Xu, Cheng Chen, Yibo Liu, Jing Wang, Cheng Zhao, Xiaofeng Hou, Minyi Guo, Bingsheng He, Xiaoliang Cong

Proc. VLDB Endow., April, 2024

Weighted doubly robust learning: An uplift modeling technique for estimating mixed treatments' effect.

Baoqiang Zhan, Chao Li, Yongli Li, Chong Wu

Decis. Support Syst., January, 2024

AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs.

Mingzhe Gao, Jieru Zhao, Zhe Lin, Wenchao Ding, Xiaofeng Hou, Yu Feng, Chao Li, Minyi Guo

CoRR, 2024

SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling.

Huizheng Wang, Jiahao Fang, Xinru Tang, Zhiheng Yue, Jinxi Li, Yubin Qin, Sihan Guan, Qize Yang, Yang Wang, Chao Li, Yang Hu, Shouyi Yin

CoRR, 2024

Efficient Orchestrated AI Workflows Execution on Scale-out Spatial Architecture.

Jinyi Deng, Xinru Tang, Zhiheng Yue, Guangyang Lu, Qize Yang, Jiahao Zhang, Jinxi Li, Chao Li, Shaojun Wei, Yang Hu, Shouyi Yin

CoRR, 2024

Towards Fast Setup and High Throughput of GPU Serverless Computing.

Han Zhao, Weihao Cui, Quan Chen, Shulai Zhang, Zijun Li, Jingwen Leng, Chao Li, Deze Zeng, Minyi Guo

CoRR, 2024

CPM: A Cross-layer Power Management Facility to Enable QoS-Aware AIoT Systems.

Xiaofeng Hou, Peng Tang, Tongqiao Xu, Cheng Xu, Chao Li, Minyi Guo

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

Exploiting Similarity Opportunities of Emerging Vision AI Models on Hybrid Bonding Architecture.

Zhiheng Yue, Huizheng Wang, Jiahao Fang, Jinyi Deng, Guangyang Lu, Fengbin Tu, Ruiqi Guo, Yuxuan Li, Yubin Qin, Yang Wang, Chao Li, Huiming Han, Shaojun Wei, Yang Hu, Shouyi Yin

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

A Tale of Two Domains: Exploring Efficient Architecture Design for Truly Autonomous Things.

Xiaofeng Hou, Tongqiao Xu, Chao Li, Cheng Xu, Jiacheng Liu, Yang Hu, Jieru Zhao, Jingwen Leng, Kwang-Ting Cheng, Minyi Guo

Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024

CoCG: Fine-grained Cloud Game Co-location on Heterogeneous Platform.

Taolei Wang, Chao Li, Jing Wang, Cheng Xu, Xiaofeng Hou, Minyi Guo

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

M²SN: Adaptive and Dynamic Multi-modal Shortcut Network Architecture for Latency-Aware Applications.

Yifei Pu, Chi Wang, Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Jing Wang, Minyi Guo, Chao Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters.

Jiacheng Liu, Peng Tang, Xiaofeng Hou, Chao Li, Pheng-Ann Heng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Improving the Efficiency of Serverless Computing via Core-Level Power Management.

Du Liu, Jing Wang, Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Xiaoxiang Shi, Minyi Guo

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

FaaSGraph: Enabling Scalable, Efficient, and Cost-Effective Graph Processing with Serverless Computing.

Yushi Liu, Shixuan Sun, Zijun Li, Quan Chen, Sen Gao, Bingsheng He, Chao Li, Minyi Guo

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping.

Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

Fractal: Joint Multi-Level Sparse Pattern Tuning of Accuracy and Performance for DNN Pruning.

Yue Guan, Changming Yu, Yangjie Zhou, Jingwen Leng, Chao Li, Minyi Guo

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

Amanda: Unified Instrumentation Framework for Deep Neural Networks.

Yue Guan, Yuxian Qiu, Jingwen Leng, Fan Yang, Shuo Yu, Yunxin Liu, Yu Feng, Yuhao Zhu, Lidong Zhou, Yun Liang, Chen Zhang, Chao Li, Minyi Guo

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

FPGA sharing in the cloud: a comprehensive analysis.

Jinyang Guo, Lu Zhang, José Romero Hung, Chao Li, Jieru Zhao, Minyi Guo

Frontiers Comput. Sci., October, 2023

Optimizing GPU-Based Graph Sampling and Random Walk for Efficiency and Scalability.

Pengyu Wang, Cheng Xu, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Xiaofeng Hou, Minyi Guo

IEEE Trans. Computers, September, 2023

Fargraph+: Excavating the parallelism of graph processing workload on RDMA-based far memory system.

Jing Wang, Chao Li, Yibo Liu, Taolei Wang, Junyi Mei, Lu Zhang, Pengyu Wang, Minyi Guo

J. Parallel Distributed Comput., July, 2023

DRAGON: Dynamic Recurrent Accelerator for Graph Online Convolution.

José Romero Hung, Chao Li, Taolei Wang, Jinyang Guo, Pengyu Wang, Chuanming Shao, Jing Wang, Guoyong Shi, Xiangwen Liu, Hanqing Wu

ACM Trans. Design Autom. Electr. Syst., January, 2023

DFlow: Efficient Dataflow-based Invocation Workflow Execution for Function-as-a-Service.

Xiaoxiang Shi, Chao Li, Zijun Li, Zihan Liu, Dianmo Sheng, Quan Chen, Jingwen Leng, Minyi Guo

CoRR, 2023

BLAD: Adaptive Load Balanced Scheduling and Operator Overlap Pipeline For Accelerating The Dynamic GNN Training.

Kaihua Fu, Quan Chen, Yuzhuo Yang, Jiuchen Shi, Chao Li, Minyi Guo

Proceedings of the International Conference for High Performance Computing, 2023

SMG: A System-Level Modality Gating Facility for Fast and Energy-Efficient Multimodal Computing.

Xiaofeng Hou, Peng Tang, Chao Li, Jiacheng Liu, Cheng Xu, Kwang-Ting Cheng, Minyi Guo

Proceedings of the IEEE Real-Time Systems Symposium, 2023

High-Throughput GPU Random Walk with Fine-Tuned Concurrent Query Processing.

Cheng Xu, Chao Li, Pengyu Wang, Xiaofeng Hou, Jing Wang, Shixuan Sun, Minyi Guo, Hanqing Wu, Dongbai Chen, Xiangwen Liu

Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2023

Architecting Efficient Multi-modal AIoT Systems.

Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Jia Chen, Luhong Liang, Kwang-Ting Cheng, Minyi Guo

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

FIRST: Exploiting the Multi-Dimensional Attributes of Functions for Power-Aware Serverless Computing.

Lu Zhang, Chao Li, Xinkai Wang, Weiqi Feng, Zheng Yu, Quan Chen, Jingwen Leng, Minyi Guo, Pu Yang, Shang Yue

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

MMBench: Benchmarking End-to-End Multi-modal DNNs and Understanding Their Hardware-Software Implications.

Cheng Xu, Xiaofeng Hou, Jiacheng Liu, Chao Li, Tianhao Huang, Xiaozhi Zhu, Mo Niu, Lingyu Sun, Peng Tang, Tongqiao Xu, Kwang-Ting Cheng, Minyi Guo

Proceedings of the IEEE International Symposium on Workload Characterization, 2023

MMExit: Enabling Fast and Efficient Multi-modal DNN Inference with Adaptive Network Exits.

Xiaofeng Hou, Jiacheng Liu, Xuehan Tang, Chao Li, Kwang-Ting Cheng, Li Li, Minyi Guo

Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture.

Xinkai Wang, Hao He, Yuancheng Li, Chao Li, Xiaofeng Hou, Jing Wang, Quan Chen, Jingwen Leng, Minyi Guo, Leibo Wang

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

uGrapher: High-Performance Graph Operator Computation via Unified Abstraction for Graph Neural Networks.

Yangjie Zhou, Jingwen Leng, Yaoxu Song, Shuwen Lu, Mian Wang, Chao Li, Minyi Guo, Wenting Shen, Yong Li, Wei Lin, Xiangwen Liu, Hanqing Wu

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Integrated Power Anomaly Defense: Towards Oversubscription-Safe Data Centers.

Xiaofeng Hou, Chao Li, Jinghang Yang, Wenli Zheng, Xiaoyao Liang, Minyi Guo

IEEE Trans. Cloud Comput., 2022

Tapping into NFV Environment for Opportunistic Serverless Edge Function Deployment.

Lu Zhang, Weiqi Feng, Chao Li, Xiaofeng Hou, Pengyu Wang, Jing Wang, Minyi Guo

IEEE Trans. Computers, 2022

Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities.

Rong Zeng, Xiaofeng Hou, Lu Zhang, Chao Li, Wenli Zheng, Minyi Guo

Frontiers Comput. Sci., 2022

Analyzing the Hardware-Software Implications of Multi-modal DNN Workloads using MMBench.

Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Xuehan Tang, Linyu Sun, Chao Li, Kwang-Ting Cheng

CoRR, 2022

Characterizing and Understanding End-to-End Multi-Modal Neural Networks on GPUs.

Xiaofeng Hou, Cheng Xu, Jiacheng Liu, Xuehan Tang, Lingyu Sun, Chao Li, Kwang-Ting Cheng

IEEE Comput. Archit. Lett., 2022

Oversubscribing GPU Unified Virtual Memory: Implications and Suggestions.

Chuanming Shao, Jinyang Guo, Pengyu Wang, Jing Wang, Chao Li, Minyi Guo

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing.

Zijun Li, Linsong Guo, Quan Chen, Jiagan Cheng, Chuhao Xu, Deze Zeng, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs.

Weihao Cui, Han Zhao, Quan Chen, Hao Wei, Zirui Li, Deze Zeng, Chao Li, Minyi Guo

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

Cloud-Native Server Consolidation for Energy-Efficient FaaS Deployment.

Lu Zhang, Yifei Pu, Cheng Xu, Du Liu, Zeyi Lin, Xiaofeng Hou, Pu Yang, Shang Yue, Chao Li, Minyi Guo

Proceedings of the Network and Parallel Computing, 2022

Excavating the Potential of Graph Workload on RDMA-based Far Memory Architecture.

Jing Wang, Chao Li, Taolei Wang, Lu Zhang, Pengyu Wang, Junyi Mei, Minyi Guo

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Exploring Efficient Microservice Level Parallelism.

Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Quan Chen, Minyi Guo

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences.

Shulai Zhang, Weihao Cui, Quan Chen, Zhengnian Zhang, Yue Guan, Jingwen Leng, Chao Li, Minyi Guo

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

HyFarM: Task Orchestration on Hybrid Far Memory for High Performance Per Bit.

Jing Wang, Chao Li, Junyi Mei, Hao He, Taolei Wang, Pengyu Wang, Lu Zhang, Minyi Guo, Hanqing Wu, Dongbai Chen, Xiangwen Liu

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS.

Han Zhao, Weihao Cui, Quan Chen, Youtao Zhang, Yanchao Lu, Chao Li, Jingwen Leng, Minyi Guo

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

SALO: an efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences.

Guan Shen, Jieru Zhao, Quan Chen, Jingwen Leng, Chao Li, Minyi Guo

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

VELTAIR: towards high-performance multi-tenant deep learning services via adaptive compilation and scheduling.

Zihan Liu, Jingwen Leng, Zhihui Zhang, Quan Chen, Chao Li, Minyi Guo

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Exploring Highly Dependable and Efficient Datacenter Power System Using Hybrid and Hierarchical Energy Buffers.

Longjun Liu, Hongbin Sun, Chao Li, Tao Li, Jingmin Xin, Nanning Zheng

IEEE Trans. Sustain. Comput., 2021

ACE-GCN: A Fast Data-driven FPGA Accelerator for GCN Embedding.

José Romero Hung, Chao Li, Pengyu Wang, Chuanming Shao, Jinyang Guo, Jing Wang, Guoyong Shi

ACM Trans. Reconfigurable Technol. Syst., 2021

Grus: Toward Unified-memory-efficient High-performance Graph Processing on GPU.

Pengyu Wang, Jing Wang, Chao Li, Jianzong Wang, Haojin Zhu, Minyi Guo

ACM Trans. Archit. Code Optim., 2021

Fangorn: Adaptive Execution Framework for Heterogeneous Workloads on Shared Clusters.

Yingda Chen, Jiamang Wang, Yifeng Lu, Ying Han, Zhiqiang Lv, Xuebin Min, Hua Cai, Wei Zhang, Haochuan Fan, Chao Li, Tao Guan, Wei Lin, Yangqing Jia, Jingren Zhou

Proc. VLDB Endow., 2021

Preface.

Chao Li, Yun Liang

J. Comput. Sci. Technol., 2021

ZIPPER: Exploiting Tile- and Operator-level Parallelism for General and Scalable Graph Neural Network Acceleration.

Zhihui Zhang, Jingwen Leng, Shuwen Lu, Youshan Miao, Yijia Diao, Minyi Guo, Chao Li, Yuhao Zhu

CoRR, 2021

Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction.

Weihao Cui, Han Zhao, Quan Chen, Ningxin Zheng, Jingwen Leng, Jieru Zhao, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo

Proceedings of the International Conference for High Performance Computing, 2021

AuTraScale: An Automated and Transfer Learning Solution for Streaming System Auto-Scaling.

Liang Zhang, Wenli Zheng, Chao Li, Yao Shen, Minyi Guo

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph.

Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Shaolei Ren, Jingwen Leng, Quan Chen, Minyi Guo

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

CHARM: Collaborative Host and Accelerator Resource Management for GPU Datacenters.

Wei Zhang, Kaihua Fu, Ningxin Zheng, Quan Chen, Chao Li, Wenli Zheng, Minyi Guo

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs.

Pengyu Wang, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Jingwen Leng, Quan Chen, Minyi Guo

Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020

Predicting and reining in application-level slowdown on spatial multitasking GPUs.

Mengze Wei, Wenyi Zhao, Quan Chen, Hao Dai, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo

J. Parallel Distributed Comput., 2020

Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters.

Wei Zhang, Quan Chen, Kaihua Fu, Ningxin Zheng, Zhiyi Huang, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo

CoRR, 2020

Architectural Implications of Graph Neural Networks.

Zhihui Zhang, Jingwen Leng, Lingxiao Ma, Youshan Miao, Chao Li, Minyi Guo

IEEE Comput. Archit. Lett., 2020

ANT-man: towards agile power management in the microservice era.

Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Yang Hu, Minyi Guo

Proceedings of the International Conference for High Performance Computing, 2020

DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator.

Zihan Liu, Jingwen Leng, Quan Chen, Chao Li, Wenli Zheng, Li Li, Minyi Guo

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Sturgeon: Preference-aware Co-location for Improving Utilization of Power Constrained Computers.

Pu Pang, Quan Chen, Deze Zeng, Chao Li, Jingwen Leng, Wenli Zheng, Minyi Guo

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

OVERSEE: Outsourcing Verification to Enable Resource Sharing in Edge Environment.

Xiaoqing Cai, Jiuchen Shi, Rui Yuan, Chang Liu, Wenli Zheng, Quan Chen, Chao Li, Jingwen Leng, Minyi Guo

Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs.

Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Kai Yu, Deze Zeng, Chao Li, Minyi Guo

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration.

Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Bin Yao, Minyi Guo

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention.

Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

CongraPlus: Towards Efficient Processing of Concurrent Graph Queries on NUMA Machines.

Peitian Pan, Chao Li, Minyi Guo

IEEE Trans. Parallel Distributed Syst., 2019

Dapper: An Adaptive Manager for Large-Capacity Persistent Memory.

Dongliang Xue, Linpeng Huang, Chao Li, Chentao Wu

IEEE Trans. Computers, 2019

DR Refresh: Releasing DRAM Potential by Enabling Read Accesses Under Refresh.

Yuhai Cao, Chao Li, Jing Wang, Weigong Zhang, Quan Chen, Jingwen Leng, Bin Yao, Yao Shen, Minyi Guo

IEEE Trans. Computers, 2019

Bandwidth and Locality Aware Task-stealing for Manycore Architectures with Bandwidth-Asymmetric Memory.

Han Zhao, Quan Chen, Yuxian Qiu, Ming Wu, Yao Shen, Jingwen Leng, Chao Li, Minyi Guo

ACM Trans. Archit. Code Optim., 2019

Yugong: Geo-Distributed Data and Job Placement at Scale.

Yuzhen Huang, Yingjie Shi, Zheng Zhong, Yihui Feng, James Cheng, Jiwei Li, Haochuan Fan, Chao Li, Tao Guan, Jingren Zhou

Proc. VLDB Endow., 2019

A Comprehensive Rearranging Priority Based Method To Accelerate the Reconstruction of RAID Arrays.

Xin Xie, Chentao Wu, Chao Li, Jie Li, Minyi Guo, Fang Xu

Proceedings of the 38th International Symposium on Reliable Distributed Systems Workshops, 2019

Characterizing and orchestrating NFV-ready servers for efficient edge data processing.

Lu Zhang, Chao Li, Pengyu Wang, Yunxin Liu, Yang Hu, Quan Chen, Minyi Guo

Proceedings of the International Symposium on Quality of Service, 2019

SprintCon: Controllable and Efficient Computational Sprinting for Data Center Servers.

Wenli Zheng, Xiaorui Wang, Yue Ma, Chao Li, Hao Lin, Bin Yao, Jianfeng Zhang, Minyi Guo

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Themis: Predicting and Reining in Application-Level Slowdown on Spatial Multitasking GPUs.

Wenyi Zhao, Quan Chen, Hao Lin, Jianfeng Zhang, Jingwen Leng, Chao Li, Wenli Zheng, Li Li, Minyi Guo

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Excavating the Potential of GPU for Accelerating Graph Traversal.

Pengyu Wang, Lu Zhang, Chao Li, Minyi Guo

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Laius: Towards latency awareness and improved utilization of spatial multitasking accelerators in datacenters.

Wei Zhang, Weihao Cui, Kaihua Fu, Quan Chen, Daniel Edward Mawhirter, Bo Wu, Chao Li, Minyi Guo

Proceedings of the ACM International Conference on Supercomputing, 2019

Avalon: towards QoS awareness and improved utilization through multi-resource management in datacenters.

Quan Chen, Zhenning Wang, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo

Proceedings of the ACM International Conference on Supercomputing, 2019

When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management.

Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, Minyi Guo

Proceedings of the 48th International Conference on Parallel Processing, 2019

Unleashing the Scalability Potential of Power-Constrained Data Center in the Microservice Era.

Xiaofeng Hou, Jiacheng Liu, Chao Li, Minyi Guo

Proceedings of the 48th International Conference on Parallel Processing, 2019

Performance of Training Sparse Deep Neural Networks on GPUs.

Jianzong Wang, Zhangcheng Huang, Lingwei Kong, Jing Xiao, Pengyu Wang, Lu Zhang, Chao Li

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Adversarial Defense Through Network Profiling Based Path Extraction.

Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

PSL: Exploiting Parallelism, Sparsity and Locality to Accelerate Matrix Factorization on x86 Platforms.

Weixin Deng, Pengyu Wang, Jing Wang, Chao Li, Minyi Guo

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018

IBOM: An Integrated and Balanced On-Chip Memory for High Performance GPGPUs.

Jianfei Wang, Qin Wang, Li Jiang, Chao Li, Xiaoyao Liang, Naifeng Jing

IEEE Trans. Parallel Distributed Syst., 2018

Exploring Customizable Heterogeneous Power Distribution and Management for Datacenter.

Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Tao Li, Nanning Zheng

IEEE Trans. Parallel Distributed Syst., 2018

Edge-Oriented Computing Paradigms: A Survey on Architecture Design and System Management.

Chao Li, Yushu Xue, Jing Wang, Weigong Zhang, Tao Li

ACM Comput. Surv., 2018

Dynamic allocation of power delivery paths in consolidated data centers based on adaptive UPS switching.

Fawaz AL-Hazemi, Yuyang Peng, Chan-Hyun Youn, Josip Lorincz, Chao Li, Song Guo, Raouf Boutaba

Comput. Networks, 2018

Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done About It.

Xiaofeng Hou, Luoyao Hao, Chao Li, Quan Chen, Wenli Zheng, Minyi Guo

Proceedings of the 36th IEEE International Conference on Computer Design, 2018

DR DRAM: Accelerating Memory-Read-Intensive Applications.

Yuhai Cao, Chao Li, Quan Chen, Jingwen Leng, Minyi Guo, Jing Wang, Weigong Zhang

Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Adaptive Memory Fusion: Towards Transparent, Agile Integration of Persistent Memory.

Dongliang Xue, Chao Li, Linpeng Huang, Chentao Wu, Tianyou Li

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018

Your WiFi Knows How You Behave: Leveraging WiFi Channel Data for Behavior Analysis.

Yu Gu, Xiang Zhang, Chao Li, Fuji Ren, Jie Li, Zhi Liu

Proceedings of the IEEE Global Communications Conference, 2018

2017

Bank Stealing for a Compact and Efficient Register File Architecture in GPGPU.

Naifeng Jing, Shunning Jiang, Shuang Chen, Jingjie Zhang, Li Jiang, Chao Li, Xiaoyao Liang

IEEE Trans. Very Large Scale Integr. Syst., 2017

Managing Battery Aging for High Energy Availability in Green Datacenters.

Longjun Liu, Hongbin Sun, Chao Li, Tao Li, Jingmin Xin, Nanning Zheng

IEEE Trans. Parallel Distributed Syst., 2017

Oasis: Scaling Out Datacenter Sustainably and Economically.

Chao Li, Yang Hu, Juncheng Gu, Jingling Yuan, Tao Li

IEEE Trans. Parallel Distributed Syst., 2017

Congra: Towards Efficient Processing of Concurrent Graph Queries on Shared-Memory Machines.

Peitian Pan, Chao Li

Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

2016

RE-UPS: an adaptive distributed energy storage system for dynamically managing solar energy in green datacenters.

Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li

J. Supercomput., 2016

Energy-Efficient eDRAM-Based On-Chip Storage Architecture for GPGPUs.

Naifeng Jing, Li Jiang, Tao Zhang, Chao Li, Fengfeng Fan, Xiaoyao Liang

IEEE Trans. Computers, 2016

Managing Server Clusters on Renewable Energy Mix.

Chao Li, Rui Wang, Depei Qian, Tao Li

ACM Trans. Auton. Adapt. Syst., 2016

Cache-emulated register file: An integrated on-chip memory architecture for high performance GPGPUs.

Naifeng Jing, Jianfei Wang, Fengfeng Fan, Wenkang Yu, Li Jiang, Chao Li, Xiaoyao Liang

Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016

Power Attack Defense: Securing Battery-Backed Data Centers.

Chao Li, Zhenhua Wang, Xiaofeng Hou, Haopeng Chen, Xiaoyao Liang, Minyi Guo

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Towards an Adaptive Multi-Power-Source Datacenter.

Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Nanning Zheng, Tao Li

Proceedings of the 2016 International Conference on Supercomputing, 2016

HOPE: Enabling Efficient Service Orchestration in Software-Defined Data Centers.

Yang Hu, Chao Li, Longjun Liu, Tao Li

Proceedings of the 2016 International Conference on Supercomputing, 2016

Bridging the Semantic Gaps of GPU Acceleration for Scale-out CNN-based Big Data Processing: Think Big, See Small.

Mingcong Song, Yang Hu, Yunlong Xu, Chao Li, Huixiang Chen, Jingling Yuan, Tao Li

Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, 2016

2015

Leveraging Heterogeneous Power for Improving Datacenter Efficiency and Resiliency.

Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng, Tao Li

IEEE Comput. Archit. Lett., 2015

Bank stealing for conflict mitigation in GPGPU Register File.

Naifeng Jing, Shuang Chen, Shunning Jiang, Li Jiang, Chao Li, Xiaoyao Liang

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2015

HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy.

Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin, Nanning Zheng

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

Towards sustainable in-situ server systems in the big data era.

Chao Li, Yang Hu, Longjun Liu, Juncheng Gu, Mingcong Song, Xiaoyao Liang, Jingling Yuan, Tao Li

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

On Power-Performance Characterization of Concurrent Throughput Kernels.

Nilanjan Goswami, Yuhai Li, Amer Qouneh, Chao Li, Tao Li

Proceedings of the 2015 IEEE International Symposium on Workload Characterization, 2015

Building Fuel Powered Supercomputing Data Center at Low Cost.

Yiqing Hua, Chao Li, Weichao Tang, Li Jiang, Xiaoyao Liang

Proceedings of the 29th ACM on International Conference on Supercomputing, 2015

Exploring Hardware Profile-Guided Green Datacenter Scheduling.

Weichao Tang, Yu Wang, Haopeng Liu, Tao Zhang, Chao Li, Xiaoyao Liang

Proceedings of the 44th International Conference on Parallel Processing, 2015

A novel TSV probing technique with adhesive test interposer.

Li Jiang, Xiangwei Huang, Hongfeng Xie, Qiang Xu, Chao Li, Xiaoyao Liang, Huiyun Li

Proceedings of the 33rd IEEE International Conference on Computer Design, 2015

BAAT: Towards Dynamically Managing Battery Aging in Green Datacenters.

Longjun Liu, Chao Li, Hongbin Sun, Yang Hu, Juncheng Gu, Tao Li

Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015

2014

Towards Automated Provisioning and Emergency Handling in Renewable Energy Powered Datacenters.

Chao Li, Rui Wang, Yang Hu, Ruijin Zhou, Ming Liu, Longjun Liu, Jingling Yuan, Tao Li, Depei Qian

J. Comput. Sci. Technol., 2014

Understanding the Impact of vCPU Scheduling on DVFS-Based Power Management in Virtualized Cloud Environment.

Ming Liu, Chao Li, Tao Li

Proceedings of the IEEE 22nd International Symposium on Modelling, 2014

Managing Green Datacenters Powered by Hybrid Renewable Energy Systems.

Chao Li, Rui Wang, Tao Li, Depei Qian, Jingling Yuan

Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013

Optimizing virtual machine live storage migration in heterogeneous storage environment.

Ruijin Zhou, Fang Liu, Chao Li, Tao Li

Proceedings of the ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (co-located with ASPLOS 2013), 2013

Enabling datacenter servers to scale out economically and sustainably.

Chao Li, Yang Hu, Ruijin Zhou, Ming Liu, Longjun Liu, Jingling Yuan, Tao Li

Proceedings of the 46th Annual IEEE/ACM International Symposium on Microarchitecture, 2013

Chameleon: Adapting throughput server to time-varying green power budget using online learning.

Chao Li, Xian Li, Rui Wang, Tao Li, Nilanjan Goswami, Depei Qian

Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), 2013

Enabling distributed generation powered sustainable high-performance data center.

Chao Li, Ruijin Zhou, Tao Li

Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013

2012

iSwitch: Coordinating and optimizing renewable energy powered server clusters.

Chao Li, Amer Qouneh, Tao Li

Proceedings of the 39th International Symposium on Computer Architecture (ISCA 2012), 2012

2011

Characterizing and analyzing renewable energy driven data centers.

Chao Li, Amer Qouneh, Tao Li

Proceedings of the SIGMETRICS 2011, 2011

A quantitative analysis of cooling power in container-based data centers.

Amer Qouneh, Chao Li, Tao Li

Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011

SolarCore: Solar energy driven multi-core architecture power management.

Chao Li, Wangyuan Zhang, Chang-Burm Cho, Tao Li

Proceedings of the 17th International Conference on High-Performance Computer Architecture (HPCA-17 2011), 2011