Ruichuan Chen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 32

Top Topics

Distributed Systems

Top Venues

Publications

Zhifeng Jiang, Wei Wang, Ruichuan Chen
Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy. EuroSys (2024)
Kai Ma, Cheng Li, Enzuo Zhu, Ruichuan Chen, Feng Yan, Kang Chen
Noctua: Towards Automated and Practical Fine-grained Consistency Analysis. EuroSys (2024)
Zhifeng Jiang, Peng Ye, Shiqi He, Wei Wang, Ruichuan Chen, Bo Li
Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning. CoRR (2024)
Zhifeng Jiang, Peng Ye, Shiqi He, Wei Wang, Ruichuan Chen, Bo Li
Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning. USENIX Security Symposium (2024)
Minchen Yu, Ao Wang, Dong Chen, Haoxuan Yu, Xiaonan Luo, Zhuohao Li, Wei Wang, Ruichuan Chen, Dapeng Nie, Haoran Yang
FaaSwap: SLO-Aware, GPU-Efficient Serverless Inference via Model Swapping. CoRR (2023)
Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen
Following the Data, Not the Function: Rethinking Function Orchestration in Serverless Computing. NSDI (2023)
Zhifeng Jiang, Wei Wang, Ruichuan Chen
Taming Client Dropout for Distributed Differential Privacy in Federated Learning. CoRR (2022)
Ahsan Ali, Syed Zawad, Paarijaat Aditya, Istemi Ekin Akkus, Ruichuan Chen, Feng Yan
SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training. CoRR (2022)
Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen
Restructuring Serverless Computing with Data-Centric Function Orchestration. CoRR (2021)
Zewen Jin, Yiming Zhu, Jiaan Zhu, Dongbo Yu, Cheng Li, Ruichuan Chen, Istemi Ekin Akkus, Yinlong Xu
Lessons learned from migrating complex stateful applications onto serverless platforms. APSys (2021)
Chengliang Zhang, Junzhe Xia, Baichen Yang, Huancheng Puyang, Wei Wang, Ruichuan Chen, Istemi Ekin Akkus, Paarijaat Aditya, Feng Yan
Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning. SoCC (2021)
Youhui Bai, Cheng Li, Quan Zhou, Jun Yi, Ping Gong, Feng Yan, Ruichuan Chen, Yinlong Xu
Gradient Compression Supercharged High-Performance Data Parallel DNN Training. SOSP (2021)
Minchen Yu, Zhifeng Jiang, Hok Chun Ng, Wei Wang, Ruichuan Chen, Bo Li
Gillis: Serving Large Neural Networks in Serverless Functions with Automatic Model Partitioning. ICDCS (2021)
Chengliang Zhang, Junzhe Xia, Baichen Yang, Huancheng Puyang, Wei Wang, Ruichuan Chen, Istemi Ekin Akkus, Paarijaat Aditya, Feng Yan
Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning with SGX. CoRR (2021)
Klaus Satzke, Istemi Ekin Akkus, Ruichuan Chen, Ivica Rimac, Manuel Stein, Andre Beck, Paarijaat Aditya, Manohar Vanga, Volker Hilt
Efficient GPU Sharing for Serverless Workflows. HiPS@HPDC (2021)
Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
PrivApprox: Privacy-Preserving Stream Analytics - (Extended Abstract). Inform. Spektrum 42 (5) (2019)
Paarijaat Aditya, Istemi Ekin Akkus, Andre Beck, Ruichuan Chen, Volker Hilt, Ivica Rimac, Klaus Satzke, Manuel Stein
Will Serverless Computing Revolutionize NFV? Proc. IEEE 107 (4) (2019)
Do Le Quoc, Istemi Ekin Akkus, Pramod Bhatotia, Spyros Blanas, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
ApproxJoin: Approximate Distributed Joins. SoCC (2018)
Do Le Quoc, Istemi Ekin Akkus, Pramod Bhatotia, Spyros Blanas, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
Approximate Distributed Joins in Apache Spark. CoRR (2018)
Istemi Ekin Akkus, Ruichuan Chen, Ivica Rimac, Manuel Stein, Klaus Satzke, Andre Beck, Paarijaat Aditya, Volker Hilt
SAND: Towards High-Performance Serverless Computing. USENIX Annual Technical Conference (2018)
Zhenyu Wen, Do Le Quoc, Pramod Bhatotia, Ruichuan Chen, Myungjin Lee
ApproxIoT: Approximate Analytics for Edge Computing. ICDCS (2018)
Zhenyu Wen, Do Le Quoc, Pramod Bhatotia, Ruichuan Chen, Myungjin Lee
Approximate Edge Analytics for the IoT Ecosystem. CoRR (2018)
Ruichuan Chen, Istemi Ekin Akkus, Bimal Viswanath, Ivica Rimac, Volker Hilt
Towards Reliable Application Deployment in the Cloud. CoNEXT (2017)
Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
Privacy Preserving Stream Analytics: The Marriage of Randomized Response and Approximate Computing. CoRR (2017)
Jörg Thalheim, Antonio Rodrigues, Istemi Ekin Akkus, Pramod Bhatotia, Ruichuan Chen, Bimal Viswanath, Lei Jiao, Christof Fetzer
Sieve: Actionable Insights from Monitored Metrics in Microservices. CoRR (2017)
Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetzer, Volker Hilt, Thorsten Strufe
Approximate Stream Analytics in Apache Flink and Apache Spark Streaming. CoRR (2017)
Jörg Thalheim, Antonio Rodrigues, Istemi Ekin Akkus, Pramod Bhatotia, Ruichuan Chen, Bimal Viswanath, Lei Jiao, Christof Fetzer
Sieve: actionable insights from monitored metrics in distributed systems. Middleware (2017)
Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
PrivApprox: Privacy-Preserving Stream Analytics. USENIX Annual Technical Conference (2017)
Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetzer, Volker Hilt, Thorsten Strufe
StreamApprox: approximate computing for stream analytics. Middleware (2017)
Yang Chen, Cong Ding, Jiyao Hu, Ruichuan Chen, Pan Hui, Xiaoming Fu
Building and Analyzing a Global Co-Authorship Network Using Google Scholar Data. WWW (Companion Volume) (2017)
Chun-Nam Yu, Michael S. Crouch, Ruichuan Chen, Alessandra Sala
Online Algorithm for Approximate Quantile Queries on Sliding Windows. SEA (2016)
Ennan Zhai, David Isaac Wolinsky, Ruichuan Chen, Ewa Syta, Chao Teng, Bryan Ford
AnonRep: Towards Tracking-Resistant Anonymous Reputation. NSDI (2016)
Ennan Zhai, Ruichuan Chen, David Isaac Wolinsky, Bryan Ford
Heading Off Correlated Failures through Independence-as-a-Service. OSDI (2014)
Eng Keong Lua, Ruichuan Chen
A holistic immune system against active P2P worms. ICOIN (2013)
Ruichuan Chen, Istemi Ekin Akkus, Paul Francis
SplitX: high-performance private analytics. SIGCOMM (2013)
Ennan Zhai, Ruichuan Chen, David Isaac Wolinsky, Bryan Ford
An untold story of redundant clouds: making your service deployment truly reliable. HotDep (2013)
Istemi Ekin Akkus, Ruichuan Chen, Michaela Hardt, Paul Francis, Johannes Gehrke
Non-tracking web analytics. CCS (2012)
Ruichuan Chen, Alexey Reznichenko, Paul Francis, Johannes Gehrke
Towards Statistical Queries over Distributed Private User Data. NSDI (2012)
Eng Keong Lua, Ruichuan Chen, Zhuhua Cai
Social Trust and Reputation in Online Social Networks. ICPADS (2011)
Zartash Afzal Uzmi, Markus E. Nebel, Ahsan Tariq, Sana Jawad, Ruichuan Chen, Aman Shaikh, Jia Wang, Paul Francis
SMALTA: practical and near-optimal FIB aggregation. CoNEXT (2011)
Cong Tang, Keith W. Ross, Nitesh Saxena, Ruichuan Chen
What's in a Name: A Study of Names, Gender Inference, and Gender Behavior in Facebook. DASFAA Workshops (2011)
Ruichuan Chen, Eng Keong Lua, Jon Crowcroft, Liyong Tang, Zhong Chen
Phagocytes: A Holistic Defense and Protection Against Active P2P Worms CoRR (2011)
Ruichuan Chen, Eng Keong Lua, Zhuhua Cai
Bring order to online social networks. INFOCOM (2011)
Ruichuan Chen, Aman Shaikh, Jia Wang, Paul Francis
Address-based route reflection. CoNEXT (2011)
Ruichuan Chen, Eng Keong Lua, Zhuhua Cai, Jon Crowcroft, Zhong Chen
Green: Towards a Pollution-Free Peer-to-Peer Content Sharing Service CoRR (2011)
Cong Tang, Ruichuan Chen, Zhuhua Cai, Anmin Xie, Jian-bin Hu, Liyong Tang, Zhong Chen
SKIP: A Secure Key Issuing Scheme for Peer-to-Peer Networks. ICNS (2009)
Zhuhua Cai, Ruichuan Chen, Jianqiao Feng, Cong Tang, Zhong Chen, Jian-bin Hu
A holistic mechanism against file pollution in peer-to-peer networks. SAC (2009)
Ennan Zhai, Ruichuan Chen, Zhuhua Cai, Long Zhang, Eng Keong Lua, Huiping Sun, Sihan Qing, Liyong Tang, Zhong Chen
Sorcery: Could We Make P2P Content Sharing Systems Robust to Deceivers?. Peer-to-Peer Computing (2009)
Ennan Zhai, Ruichuan Chen, Eng Keong Lua, Long Zhang, Huiping Sun, Zhuhua Cai, Sihan Qing, Zhong Chen
SpamResist: Making Peer-to-Peer Tagging Systems Robust to Spam. GLOBECOM (2009)
Cong Tang, Ruichuan Chen, Zhuhua Cai, Anmin Xie, Jian-bin Hu, Liyong Tang, Zhong Chen
Securing key issuing in peer-to-peer networks. SAC (2009)
Zhi Guan, Zhen Cao, Xuan Zhao, Ruichuan Chen, Zhong Chen, Xianghao Nan
WebIBC: Identity Based Cryptography for Client Side Security in Web Applications. ICDCS (2008)
Ruichuan Chen, Wenjia Guo, Liyong Tang, Jian-bin Hu, Zhong Chen
Scalable Byzantine Fault Tolerant Public Key Authentication for Peer-to-Peer Networks. Euro-Par (2008)
Ruichuan Chen, Eng Keong Lua, Jon Crowcroft, Wenjia Guo, Liyong Tang, Zhong Chen
Securing Peer-to-Peer Content Sharing Service from Poisoning Attacks. Peer-to-Peer Computing (2008)
Ruichuan Chen, Wenjia Guo, Liyong Tang, Jian-bin Hu, Zhong Chen
Hybrid Overlay Structure Based on Virtual Node. ISCC (2007)
Ruichuan Chen, Xuan Zhao, Liyong Tang, Jian-bin Hu, Zhong Chen
CuboidTrust: A Global Reputation-Based Trust Model in Peer-to-Peer Networks. ATC (2007)