Amelie Chi Zhou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 34

Top Topics

Scientific Workflows

Fault Tolerance

Virtual Machine

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Gang Liu, Zeting Wang, Amelie Chi Zhou, Rui Mao
Adaptive key partitioning in distributed stream processing. CCF Trans. High Perform. Comput. 6 (2) (2024)
Yuxin Wang, Yuhan Chen, Zeyu Li, Zhenheng Tang, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu
Towards Efficient and Reliable LLM Serving: A Real-World Workload Study. CoRR (2024)
Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. ICPP (2024)
Sitian Chen, Haobin Tan, Amelie Chi Zhou, Yusen Li, Pavan Balaji
UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture. CoRR (2024)
Yi Wang, Jiajian He, Kaoyi Sun, Yunhao Dong, Jiaxian Chen, Chenlin Ma, Amelie Chi Zhou, Rui Mao
Boosting Write Performance of KV Stores: An NVM - Enabled Storage Collaboration Approach. ICDE (2024)
Amelie Chi Zhou, Rongzheng Huang, Zhoubin Ke, Yusen Li, Yi Wang, Rui Mao
Tackling Cold Start in Serverless Computing with Multi-Level Container Reuse. IPDPS (2024)
Amelie Chi Zhou, Zhoubin Ke, Jianming Lao
DyVer: Dynamic Version Handling for Array Databases. ICS (2023)
Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang
Low-Latency Video Conferencing System for Geo-Distributed Data Centers. CoRR (2023)
Yuxin Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Xinglin Pan, Yang Zheng, Xiaoyu Wu, Amelie Chi Zhou, Bingsheng He, Xiaowen Chu
Reliable and Efficient In-Memory Fault Tolerance of Large Language Model Pretraining. CoRR (2023)
Amelie Chi Zhou, Juanyun Luo, Ruibo Qiu, Haobin Tan, Bingsheng He, Rui Mao
Adaptive Partitioning for Large-Scale Graph Analytics in Geo-Distributed Data Centers. ICDE (2022)
Amelie Chi Zhou, Ruibo Qiu, Thomas Lambert, Tristan Allard, Shadi Ibrahim, Amr El Abbadi
PGPregel: an end-to-end system for privacy-preserving graph processing in geo-distributed data centers. SoCC (2022)
Amelie Chi Zhou, Weilin Xue, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
Taming System Dynamics on Resource Optimization for Data Processing Workflows: A Probabilistic Approach. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
Yao Xiao, Amelie Chi Zhou, Xuan Yang, Bingsheng He
Privacy-preserving workflow scheduling in geo-distributed data centers. Future Gener. Comput. Syst. 130 (2022)
Amelie Chi Zhou, Jianming Lao, Zhoubin Ke, Yi Wang, Rui Mao
FarSpot: Optimizing Monetary Cost for HPC Applications in the Cloud Spot Market. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Feng Zhang, Zheng Chen, Chenyang Zhang, Amelie Chi Zhou, Jidong Zhai, Xiaoyong Du
An Efficient Parallel Secure Machine Learning Framework on GPUs. IEEE Trans. Parallel Distributed Syst. 32 (9) (2021)
Amelie Chi Zhou, Bingkun Shen, Yao Xiao, Shadi Ibrahim, Bingsheng He
Cost-Aware Partitioning for Efficient Large Graph Processing in Geo-Distributed Datacenters. IEEE Trans. Parallel Distributed Syst. 31 (7) (2020)
Zheng Chen, Feng Zhang, Amelie Chi Zhou, Jidong Zhai, Chenyang Zhang, Xiaoyong Du
ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs. ICPP (2020)
Amelie Chi Zhou, Yao Xiao, Yifan Gong, Bingsheng He, Jidong Zhai, Rui Mao
Privacy Regulation Aware Process Mapping in Geo-Distributed Cloud Data Centers. IEEE Trans. Parallel Distributed Syst. 30 (8) (2019)
Shangyu Wu, Yi Wang, Amelie Chi Zhou, Rui Mao, Zili Shao, Tao Li
Towards Cross-Platform Inference on Edge Devices with Emerging Neuromorphic Architecture. DATE (2019)
Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures. CoRR (2019)
Jing Chen, Yi Wang, Amelie Chi Zhou, Rui Mao, Tao Li
PATCH: Process-Variation-Resilient Space Allocation for Open-Channel SSD with 3D Flash. DATE (2019)
Amelie Chi Zhou, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows. ICPP (2019)
Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures. SIGMOD Conference (2019)
Orcun Yildiz, Amelie Chi Zhou, Shadi Ibrahim
Improving the Effectiveness of Burst Buffers for Big Data Processing in HPC Systems with Eley. Future Gener. Comput. Syst. 86 (2018)
Amelie Chi Zhou, Tien-Dat Phan, Shadi Ibrahim, Bingsheng He
Energy-Efficient Speculative Execution using Advanced Reservation for Heterogeneous Clusters. ICPP (2018)
Jad Darrous, Shadi Ibrahim, Amelie Chi Zhou, Christian Pérez
Nitro: Network-Aware Virtual Machine Image Management in Geo-Distributed Clouds. CCGrid (2018)
Tien-Dat Phan, Shadi Ibrahim, Amelie Chi Zhou, Guillaume Aupy, Gabriel Antoniu
Energy-Driven Straggler Mitigation in MapReduce. Euro-Par (2017)
Zhaojie Niu, Bingsheng He, Amelie Chi Zhou, Chiew Tong Lau
Multi-objective Optimizations in Geo-Distributed Data Analytics Systems. ICPADS (2017)
Amelie Chi Zhou, Bingsheng He, Xuntao Cheng, Chiew Tong Lau
A Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in Geo-Distributed Clouds. IEEE Trans. Parallel Distributed Syst. 28 (3) (2017)
Orcun Yildiz, Amelie Chi Zhou, Shadi Ibrahim
Eley: On the Effectiveness of Burst Buffers for Big Data Processing in HPC Systems. CLUSTER (2017)
Amelie Chi Zhou, Yifan Gong, Bingsheng He, Jidong Zhai
Efficient process mapping in geo-distributed cloud data centers. SC (2017)
Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze
Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors. ICDE (2017)
Amelie Chi Zhou, Shadi Ibrahim, Bingsheng He
On Achieving Efficient Data Transfer for Graph Processing in Geo-Distributed Datacenters. ICDCS (2017)
Amelie Chi Zhou, Bingsheng He, Cheng Liu
Monetary Cost Optimizations for Hosting Workflow-as-a-Service in IaaS Clouds. IEEE Trans. Cloud Comput. 4 (1) (2016)
Bingsheng He, Jeffrey Xu Yu, Amelie Chi Zhou
Improving Update-Intensive Workloads on Flash Disks through Exploiting Multi-Chip Parallelism. IEEE Trans. Parallel Distributed Syst. 26 (1) (2015)
Yifan Gong, Bingsheng He, Amelie Chi Zhou
Monetary cost optimizations for MPI-based HPC applications on Amazon clouds: checkpoints and replicated execution. SC (2015)
Amelie Chi Zhou, Bingsheng He, Xuntao Cheng, Chiew Tong Lau
A Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in IaaS Clouds. HPDC (2015)
Amelie Chi Zhou, Bingsheng He, Shadi Ibrahim
A Taxonomy and Survey on eScience as a Service in the Cloud. CoRR (2014)
Amelie Chi Zhou, Bingsheng He
Simplified Resource Provisioning for Workflows in IaaS Clouds. CloudCom (2014)
Amelie Chi Zhou, Bingsheng He
Transformation-Based Monetary CostOptimizations for Workflows in the Cloud. IEEE Trans. Cloud Comput. 2 (1) (2014)
Amelie Chi Zhou, Bingsheng He, Cheng Liu
Probabilistic Scheduling of Scientific Workflows in Dynamic Cloud Environments. CoRR (2013)