Amelie Chi Zhou

65 papers A* 6A 10B 8C 2Journal 29Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Near-Zero-Overhead Freshness for Recommendation Systems via Inference-Side Model Updates.
HPCA
Wenjun Yu, Sitian Chen, Cheng Chen, Amelie Chi Zhou
2026 — ed.
Proceedings of the 6th Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems, CHEOPS 2026, McEwan Hall/The University of Edinburgh, Edinburgh, Scotland, UK, April 27-30, 2026
CHEOPS@EuroSys
Amelie Chi Zhou, Jalil Boukhobza, Radu Stoica, Roxana Geambasu
2025 — conf
ATLAS: Efficient Dynamic GNN System Through Abstraction-Driven Incremental Execution.
APPT
Jingyi Zhou, Yu Huang, Long Zheng, Yang Wu, Huize Li, Amelie Chi Zhou, Xiaofei Liao, Hai Jin, Jingling Xue
2025 — conf
BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems.
KDD (2)
Yuxin Wang, Yuhan Chen, Zeyu Li, Xueze Kang, Yuchu Fang, Yeju Zhou, Yang Zheng, Zhenheng Tang, Xin He, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu
2025 — conf
CeDMA: Enhancing Memory Efficiency of Heterogeneous Accelerator Systems Through Central DMA Controlling.
APPT
Ruoshi Li, Long Zheng, Yu Huang, Zhiyuan Shao, Amelie Chi Zhou, Xiaofei Liao, Hai Jin, Jingling Xue
2025 J jnl
Distributed and Adaptive Partitioning for Large Graphs in Geo-Distributed Data Centers.
IEEE Trans. Parallel Distributed Syst.
Haobin Tan, Yao Xiao, Amelie Chi Zhou, Kezhong Lu, Xuan Yang
2025 J jnl
DreamDDP: Accelerating Data Parallel Distributed LLM Training with Layer-wise Scheduled Partial Synchronization.
CoRR
Zhenheng Tang, Zichen Tang, Junlin Huang, Xinglin Pan, Rudan Yan, Yuxin Wang, Amelie Chi Zhou, Shaohuai Shi, Xiaowen Chu, Bo Li
2025 J jnl
FedEFsz: Fair Cross-Silo Federated Learning System With Error-Bounded Lossy Compression.
IEEE Trans. Parallel Distributed Syst.
Zhaorui Zhang, Sheng Di, Benben Liu, Zhuoran Ji, Guanpeng Li, Xiaoyi Lu, Amelie Chi Zhou, Khalid Ayedh Alharthi, Jiannong Cao
2025 A conf
NM-SpMM: Accelerating Matrix Multiplication Using N: M Sparsity with GPGPU.
IPDPS
Cong Ma, Du Wu, Zhelang Deng, Jiang Chen, Xiaowen Huang, Jintao Meng, Wenxi Zhu, Bingqiang Wang, Amelie Chi Zhou, Peng Chen, Minwen Deng, Yanjie Wei, Shengzhong Feng, Yi Pan
2025 J jnl
NM-SpMM: Accelerating Matrix Multiplication Using N:M Sparsity with GPGPU.
CoRR
Cong Ma, Du Wu, Zhelang Deng, Jiang Chen, Xiaowen Huang, Jintao Meng, Wenxi Zhu, Bingqiang Wang, Amelie Chi Zhou, Peng Chen, Minwen Deng, Yanjie Wei, Shengzhong Feng, Yi Pan
2025 J jnl
Near-Zero-Overhead Freshness for Recommendation Systems via Inference-Side Model Updates.
CoRR
Wenjun Yu, Sitian Chen, Cheng Chen, Amelie Chi Zhou
2025 — conf
ParaCoder: Parallel Code Generation with Large Language Model.
FCPC@PPOPP
Xiaowen Huang, Xu Zhang, Lvfang Tao, Renjie Mao, Nan Zhou, Wenxi Zhu, Minwen Deng, Jintao Meng, Yanjie Wei, Amelie Chi Zhou, Bingqiang Wang, Shengzhong Feng
2025 J jnl
Tribase: A Vector Data Query Engine for Reliable and Lossless Pruning Compression using Triangle Inequalities.
Proc. ACM Manag. Data
Qian Xu, Juan Yang, Feng Zhang, Junda Pan, Kang Chen, Youren Shen, Amelie Chi Zhou, Xiaoyong Du
2025 A conf
UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture.
SC
Sitian Chen, Amelie Chi Zhou, Yucheng Shi, Yusen Li, Xin Yao
2024 J jnl
Adaptive key partitioning in distributed stream processing.
CCF Trans. High Perform. Comput.
Gang Liu, Zeting Wang, Amelie Chi Zhou, Rui Mao
2024 B conf
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning.
ICPP
Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu
2024 J jnl
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning.
CoRR
Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu
2024 A* conf
Boosting Write Performance of KV Stores: An NVM - Enabled Storage Collaboration Approach.
ICDE
Yi Wang, Jiajian He, Kaoyi Sun, Yunhao Dong, Jiaxian Chen, Chenlin Ma, Amelie Chi Zhou, Rui Mao
2024 A* conf
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion.
NeurIPS
Zhenheng Tang, Yonggang Zhang, Peijie Dong, Yiu-ming Cheung, Amelie Chi Zhou, Bo Han, Xiaowen Chu
2024 J jnl
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion.
CoRR
Zhenheng Tang, Yonggang Zhang, Peijie Dong, Yiu-ming Cheung, Amelie Chi Zhou, Bo Han, Xiaowen Chu
2024 J jnl
FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression.
CoRR
Zhenheng Tang, Xueze Kang, Yiming Yin, Xinglin Pan, Yuxin Wang, Xin He, Qiang Wang, Rongfei Zeng, Kaiyong Zhao, Shaohuai Shi, Amelie Chi Zhou, Bo Li, Bingsheng He, Xiaowen Chu
2024 B conf
Low-Latency Video Conferencing via Optimized Packet Routing and Reordering.
IWQoS
Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang
2024 J jnl
MemANNS: Enhancing Billion-Scale ANNS Efficiency with Practical PIM Hardware.
CoRR
Sitian Chen, Amelie Chi Zhou, Yucheng Shi, Yusen Li, Xin Yao
2024 B ed.
Proceedings of the 36th International Conference on Scientific and Statistical Database Management, SSDBM 2024, Rennes, France, July 10-12, 2024
SSDBM
Shadi Ibrahim, Suren Byna, Tristan Allard, Jay F. Lofstead, Amelie Chi Zhou, Tassadit Bouadi, Jalil Boukhobza, Diana Moise, Cédric Tedeschi, Jean Luca Bez
2024 — ed.
Proceedings of the 4th Workshop on Challenges and Opportunities of Efficient and Performant Storage Systems, CHEOPS 2024, Athens, Greece, 22 April 2024
CHEOPS@EuroSys
Shadi Ibrahim, Suren Byna, Amelie Chi Zhou
2024 A conf
Tackling Cold Start in Serverless Computing with Multi-Level Container Reuse.
IPDPS
Amelie Chi Zhou, Rongzheng Huang, Zhoubin Ke, Yusen Li, Yi Wang, Rui Mao
2024 J jnl
Towards Efficient and Reliable LLM Serving: A Real-World Workload Study.
CoRR
Yuxin Wang, Yuhan Chen, Zeyu Li, Zhenheng Tang, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu
2024 A* conf
UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture.
DAC
Sitian Chen, Haobin Tan, Amelie Chi Zhou, Yusen Li, Pavan Balaji
2024 J jnl
UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture.
CoRR
Sitian Chen, Haobin Tan, Amelie Chi Zhou, Yusen Li, Pavan Balaji
2023 A conf
DyVer: Dynamic Version Handling for Array Databases.
ICS
Amelie Chi Zhou, Zhoubin Ke, Jianming Lao
2023 J jnl
Low-Latency Video Conferencing System for Geo-Distributed Data Centers.
CoRR
Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang
2023 J jnl
Reliable and Efficient In-Memory Fault Tolerance of Large Language Model Pretraining.
CoRR
Yuxin Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Xinglin Pan, Yang Zheng, Xiaoyu Wu, Amelie Chi Zhou, Bingsheng He, Xiaowen Chu
2022 A* conf
Adaptive Partitioning for Large-Scale Graph Analytics in Geo-Distributed Data Centers.
ICDE
Amelie Chi Zhou, Juanyun Luo, Ruibo Qiu, Haobin Tan, Bingsheng He, Rui Mao
2022 J jnl
FarSpot: Optimizing Monetary Cost for HPC Applications in the Cloud Spot Market.
IEEE Trans. Parallel Distributed Syst.
Amelie Chi Zhou, Jianming Lao, Zhoubin Ke, Yi Wang, Rui Mao
2022 — conf
PGPregel: an end-to-end system for privacy-preserving graph processing in geo-distributed data centers.
SoCC
Amelie Chi Zhou, Ruibo Qiu, Thomas Lambert, Tristan Allard, Shadi Ibrahim, Amr El Abbadi
2022 J jnl
Privacy-preserving workflow scheduling in geo-distributed data centers.
Future Gener. Comput. Syst.
Yao Xiao, Amelie Chi Zhou, Xuan Yang, Bingsheng He
2022 J jnl
Taming System Dynamics on Resource Optimization for Data Processing Workflows: A Probabilistic Approach.
IEEE Trans. Parallel Distributed Syst.
Amelie Chi Zhou, Weilin Xue, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
2021 J jnl
An Efficient Parallel Secure Machine Learning Framework on GPUs.
IEEE Trans. Parallel Distributed Syst.
Feng Zhang, Zheng Chen, Chenyang Zhang, Amelie Chi Zhou, Jidong Zhai, Xiaoyong Du
2020 J jnl
Cost-Aware Partitioning for Efficient Large Graph Processing in Geo-Distributed Datacenters.
IEEE Trans. Parallel Distributed Syst.
Amelie Chi Zhou, Bingkun Shen, Yao Xiao, Shadi Ibrahim, Bingsheng He
2020 B conf
ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs.
ICPP
Zheng Chen, Feng Zhang, Amelie Chi Zhou, Jidong Zhai, Chenyang Zhang, Xiaoyong Du
2019 — ch.
Big Data and Exascale Computing.
Encyclopedia of Big Data Technologies
Amelie Chi Zhou, Bingsheng He
2019 — conf
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures.
SIGMOD Conference
Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
2019 J jnl
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures.
CoRR
Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
2019 B conf
Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows.
ICPP
Amelie Chi Zhou, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng
2019 A conf
PATCH: Process-Variation-Resilient Space Allocation for Open-Channel SSD with 3D Flash.
DATE
Jing Chen, Yi Wang, Amelie Chi Zhou, Rui Mao, Tao Li
2019 J jnl
Privacy Regulation Aware Process Mapping in Geo-Distributed Cloud Data Centers.
IEEE Trans. Parallel Distributed Syst.
Amelie Chi Zhou, Yao Xiao, Yifan Gong, Bingsheng He, Jidong Zhai, Rui Mao
2019 A conf
Towards Cross-Platform Inference on Edge Devices with Emerging Neuromorphic Architecture.
DATE
Shangyu Wu, Yi Wang, Amelie Chi Zhou, Rui Mao, Zili Shao, Tao Li
2018 B conf
Energy-Efficient Speculative Execution using Advanced Reservation for Heterogeneous Clusters.
ICPP
Amelie Chi Zhou, Tien-Dat Phan, Shadi Ibrahim, Bingsheng He
2018 J jnl
Improving the Effectiveness of Burst Buffers for Big Data Processing in HPC Systems with Eley.
Future Gener. Comput. Syst.
Orcun Yildiz, Amelie Chi Zhou, Shadi Ibrahim
2018 B conf
Nitro: Network-Aware Virtual Machine Image Management in Geo-Distributed Clouds.
CCGrid
Jad Darrous, Shadi Ibrahim, Amelie Chi Zhou, Christian Pérez
2017 J jnl
A Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in Geo-Distributed Clouds.
IEEE Trans. Parallel Distributed Syst.
Amelie Chi Zhou, Bingsheng He, Xuntao Cheng, Chiew Tong Lau
2017 A conf
Efficient process mapping in geo-distributed cloud data centers.
SC
Amelie Chi Zhou, Yifan Gong, Bingsheng He, Jidong Zhai
2017 C conf
Eley: On the Effectiveness of Burst Buffers for Big Data Processing in HPC Systems.
CLUSTER
Orcun Yildiz, Amelie Chi Zhou, Shadi Ibrahim
2017 — conf
Energy-Driven Straggler Mitigation in MapReduce.
Euro-Par
Tien-Dat Phan, Shadi Ibrahim, Amelie Chi Zhou, Guillaume Aupy, Gabriel Antoniu
2017 B conf
Multi-objective Optimizations in Geo-Distributed Data Analytics Systems.
ICPADS
Zhaojie Niu, Bingsheng He, Amelie Chi Zhou, Chiew Tong Lau
2017 A conf
On Achieving Efficient Data Transfer for Graph Processing in Geo-Distributed Datacenters.
ICDCS
Amelie Chi Zhou, Shadi Ibrahim, Bingsheng He
2017 A* conf
Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors.
ICDE
Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze
2016 J jnl
Monetary Cost Optimizations for Hosting Workflow-as-a-Service in IaaS Clouds.
IEEE Trans. Cloud Comput.
Amelie Chi Zhou, Bingsheng He, Cheng Liu
2015 A conf
A Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in IaaS Clouds.
HPDC
Amelie Chi Zhou, Bingsheng He, Xuntao Cheng, Chiew Tong Lau
2015 J jnl
Improving Update-Intensive Workloads on Flash Disks through Exploiting Multi-Chip Parallelism.
IEEE Trans. Parallel Distributed Syst.
Bingsheng He, Jeffrey Xu Yu, Amelie Chi Zhou
2015 A conf
Monetary cost optimizations for MPI-based HPC applications on Amazon clouds: checkpoints and replicated execution.
SC
Yifan Gong, Bingsheng He, Amelie Chi Zhou
2014 J jnl
A Taxonomy and Survey on eScience as a Service in the Cloud.
CoRR
Amelie Chi Zhou, Bingsheng He, Shadi Ibrahim
2014 C conf
Simplified Resource Provisioning for Workflows in IaaS Clouds.
CloudCom
Amelie Chi Zhou, Bingsheng He
2014 J jnl
Transformation-Based Monetary CostOptimizations for Workflows in the Cloud.
IEEE Trans. Cloud Comput.
Amelie Chi Zhou, Bingsheng He
2013 J jnl
Probabilistic Scheduling of Scientific Workflows in Dynamic Cloud Environments.
CoRR
Amelie Chi Zhou, Bingsheng He, Cheng Liu