Ruichuan Chen

According to our database, Ruichuan Chen authored at least 59 papers between 2007 and 2025.

Collaborative distances:

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

2025

Enabling scalable and adaptive machine learning training via serverless computing on public cloud.

Ahsan Ali, Xiaolong Ma, Syed Zawad, Paarijaat Aditya, Istemi Ekin Akkus, Ruichuan Chen, Lei Yang, Feng Yan

Perform. Evaluation, 2025

2024

Model Hijacking Attack in Federated Learning.

Zheng Li, Siyuan Wu, Ruichuan Chen, Paarijaat Aditya, Istemi Ekin Akkus, Manohar Vanga, Min Zhang, Hao Li, Yang Zhang

CoRR, 2024

Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning.

Zhifeng Jiang, Peng Ye, Shiqi He, Wei Wang, Ruichuan Chen, Bo Li

Proceedings of the 33rd USENIX Security Symposium, 2024

Noctua: Towards Automated and Practical Fine-grained Consistency Analysis.

Kai Ma, Cheng Li, Enzuo Zhu, Ruichuan Chen, Feng Yan, Kang Chen

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy.

Zhifeng Jiang, Wei Wang, Ruichuan Chen

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

PraaS: Verifiable Proofs of Property as-a-Service with Intel SGX.

Istemi Ekin Akkus, Ivica Rimac, Ruichuan Chen

Proceedings of the IEEE European Symposium on Security and Privacy Workshops, 2024

2023

FaaSwap: SLO-Aware, GPU-Efficient Serverless Inference via Model Swapping.

Minchen Yu, Ao Wang, Dong Chen, Haoxuan Yu, Xiaonan Luo, Zhuohao Li, Wei Wang, Ruichuan Chen, Dapeng Nie, Haoran Yang

CoRR, 2023

Following the Data, Not the Function: Rethinking Function Orchestration in Serverless Computing.

Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

2022

Taming Client Dropout for Distributed Differential Privacy in Federated Learning.

Zhifeng Jiang, Wei Wang, Ruichuan Chen

CoRR, 2022

SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training.

Ahsan Ali, Syed Zawad, Paarijaat Aditya, Istemi Ekin Akkus, Ruichuan Chen, Feng Yan

CoRR, 2022

2021

Restructuring Serverless Computing with Data-Centric Function Orchestration.

Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen

CoRR, 2021

Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning with SGX.

Chengliang Zhang, Junzhe Xia, Baichen Yang, Huancheng Puyang, Wei Wang, Ruichuan Chen, Istemi Ekin Akkus, Paarijaat Aditya, Feng Yan

CoRR, 2021

Gradient Compression Supercharged High-Performance Data Parallel DNN Training.

Youhui Bai, Cheng Li, Quan Zhou, Jun Yi, Ping Gong, Feng Yan, Ruichuan Chen, Yinlong Xu

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Gillis: Serving Large Neural Networks in Serverless Functions with Automatic Model Partitioning.

Minchen Yu, Zhifeng Jiang, Hok Chun Ng, Wei Wang, Ruichuan Chen, Bo Li

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Efficient GPU Sharing for Serverless Workflows.

Klaus Satzke, Istemi Ekin Akkus, Ruichuan Chen, Ivica Rimac, Manuel Stein, Andre Beck, Paarijaat Aditya, Manohar Vanga, Volker Hilt

Proceedings of the HiPS@HPDC 2021: Proceedings of the 1st Workshop on High Performance Serverless Computing, 2021

Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning.

Chengliang Zhang, Junzhe Xia, Baichen Yang, Huancheng Puyang, Wei Wang, Ruichuan Chen, Istemi Ekin Akkus, Paarijaat Aditya, Feng Yan

Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

Lessons learned from migrating complex stateful applications onto serverless platforms.

Zewen Jin, Yiming Zhu, Jiaan Zhu, Dongbo Yu, Cheng Li, Ruichuan Chen, Istemi Ekin Akkus, Yinlong Xu

Proceedings of the APSys '21: 12th ACM SIGOPS Asia-Pacific Workshop on Systems, 2021

2019

Approximate Computing for Stream Analytics.

Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetzer, Volker Hilt, Thorsten Strufe

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Privacy-Preserving Data Analytics.

Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Will Serverless Computing Revolutionize NFV?

Paarijaat Aditya, Istemi Ekin Akkus, Andre Beck, Ruichuan Chen, Volker Hilt, Ivica Rimac, Klaus Satzke, Manuel Stein

Proc. IEEE, 2019

PrivApprox: Privacy-Preserving Stream Analytics - (Extended Abstract).

Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe

Inform. Spektrum, 2019

2018

Approximate Distributed Joins in Apache Spark.

Do Le Quoc, Istemi Ekin Akkus, Pramod Bhatotia, Spyros Blanas, Ruichuan Chen, Christof Fetzer, Thorsten Strufe

CoRR, 2018

Approximate Edge Analytics for the IoT Ecosystem.

Zhenyu Wen, Do Le Quoc, Pramod Bhatotia, Ruichuan Chen, Myungjin Lee

CoRR, 2018

SAND: Towards High-Performance Serverless Computing.

Istemi Ekin Akkus, Ruichuan Chen, Ivica Rimac, Manuel Stein, Klaus Satzke, Andre Beck, Paarijaat Aditya, Volker Hilt

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

ApproxIoT: Approximate Analytics for Edge Computing.

Zhenyu Wen, Do Le Quoc, Pramod Bhatotia, Ruichuan Chen, Myungjin Lee

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

ApproxJoin: Approximate Distributed Joins.

Do Le Quoc, Istemi Ekin Akkus, Pramod Bhatotia, Spyros Blanas, Ruichuan Chen, Christof Fetzer, Thorsten Strufe

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

Sieve: Actionable Insights from Monitored Metrics in Microservices.

Jörg Thalheim, Antonio Rodrigues, Istemi Ekin Akkus, Pramod Bhatotia, Ruichuan Chen, Bimal Viswanath, Lei Jiao, Christof Fetzer

CoRR, 2017

Approximate Stream Analytics in Apache Flink and Apache Spark Streaming.

Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetzer, Volker Hilt, Thorsten Strufe

CoRR, 2017

Privacy Preserving Stream Analytics: The Marriage of Randomized Response and Approximate Computing.

Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe

CoRR, 2017

Building and Analyzing a Global Co-Authorship Network Using Google Scholar Data.

Yang Chen, Cong Ding, Jiyao Hu, Ruichuan Chen, Pan Hui, Xiaoming Fu

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

PrivApprox: Privacy-Preserving Stream Analytics.

Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe

Proceedings of the 2017 USENIX Annual Technical Conference, 2017

Sieve: actionable insights from monitored metrics in distributed systems.

Jörg Thalheim, Antonio Rodrigues, Istemi Ekin Akkus, Pramod Bhatotia, Ruichuan Chen, Bimal Viswanath, Lei Jiao, Christof Fetzer

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017

StreamApprox: approximate computing for stream analytics.

Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetzer, Volker Hilt, Thorsten Strufe

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference, Las Vegas, NV, USA, December 11, 2017

Towards Reliable Application Deployment in the Cloud.

Ruichuan Chen, Istemi Ekin Akkus, Bimal Viswanath, Ivica Rimac, Volker Hilt

Proceedings of the 13th International Conference on emerging Networking EXperiments and Technologies, 2017

2016

Online Algorithm for Approximate Quantile Queries on Sliding Windows.

Chun-Nam Yu, Michael S. Crouch, Ruichuan Chen, Alessandra Sala

Proceedings of the Experimental Algorithms - 15th International Symposium, 2016

AnonRep: Towards Tracking-Resistant Anonymous Reputation.

Ennan Zhai, David Isaac Wolinsky, Ruichuan Chen, Ewa Syta, Chao Teng, Bryan Ford

Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

2014

Heading Off Correlated Failures through Independence-as-a-Service.

Ennan Zhai, Ruichuan Chen, David Isaac Wolinsky, Bryan Ford

Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014

2013

SplitX: high-performance private analytics.

Ruichuan Chen, Istemi Ekin Akkus, Paul Francis

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

A holistic immune system against active P2P worms.

Eng Keong Lua, Ruichuan Chen

Proceedings of the International Conference on Information Networking 2013, 2013

An untold story of redundant clouds: making your service deployment truly reliable.

Ennan Zhai, Ruichuan Chen, David Isaac Wolinsky, Bryan Ford

Proceedings of the 9th Workshop on Hot Topics in Dependable Systems, 2013

2012

Towards Statistical Queries over Distributed Private User Data.

Ruichuan Chen, Alexey Reznichenko, Paul Francis, Johannes Gehrke

Proceedings of the 9th USENIX Symposium on Networked Systems Design and Implementation, 2012

Non-tracking web analytics.

Istemi Ekin Akkus, Ruichuan Chen, Michaela Hardt, Paul Francis, Johannes Gehrke

Proceedings of the ACM Conference on Computer and Communications Security, 2012

2011

Phagocytes: A Holistic Defense and Protection Against Active P2P Worms

Ruichuan Chen, Eng Keong Lua, Jon Crowcroft, Liyong Tang, Zhong Chen

CoRR, 2011

Green: Towards a Pollution-Free Peer-to-Peer Content Sharing Service

Ruichuan Chen, Eng Keong Lua, Zhuhua Cai, Jon Crowcroft, Zhong Chen

CoRR, 2011

Bring order to online social networks.

Ruichuan Chen, Eng Keong Lua, Zhuhua Cai

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Social Trust and Reputation in Online Social Networks.

Eng Keong Lua, Ruichuan Chen, Zhuhua Cai

Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

What's in a Name: A Study of Names, Gender Inference, and Gender Behavior in Facebook.

Cong Tang, Keith W. Ross, Nitesh Saxena, Ruichuan Chen

Proceedings of the Database Systems for Adanced Applications, 2011

SMALTA: practical and near-optimal FIB aggregation.

Zartash Afzal Uzmi, Markus E. Nebel, Ahsan Tariq, Sana Jawad, Ruichuan Chen, Aman Shaikh, Jia Wang, Paul Francis

Proceedings of the 2011 Conference on Emerging Networking Experiments and Technologies, 2011

Address-based route reflection.

Ruichuan Chen, Aman Shaikh, Jia Wang, Paul Francis

Proceedings of the 2011 Conference on Emerging Networking Experiments and Technologies, 2011

2009

Securing key issuing in peer-to-peer networks.

Cong Tang, Ruichuan Chen, Zhuhua Cai, Anmin Xie, Jian-bin Hu, Liyong Tang, Zhong Chen

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

A holistic mechanism against file pollution in peer-to-peer networks.

Zhuhua Cai, Ruichuan Chen, Jianqiao Feng, Cong Tang, Zhong Chen, Jian-bin Hu

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Sorcery: Could We Make P2P Content Sharing Systems Robust to Deceivers?.

Ennan Zhai, Ruichuan Chen, Zhuhua Cai, Long Zhang, Eng Keong Lua, Huiping Sun, Sihan Qing, Liyong Tang, Zhong Chen

Proceedings of the Proceedings P2P 2009, 2009

SKIP: A Secure Key Issuing Scheme for Peer-to-Peer Networks.

Cong Tang, Ruichuan Chen, Zhuhua Cai, Anmin Xie, Jian-bin Hu, Liyong Tang, Zhong Chen

Proceedings of the Fifth International Conference on Networking and Services, 2009

SpamResist: Making Peer-to-Peer Tagging Systems Robust to Spam.

Ennan Zhai, Ruichuan Chen, Eng Keong Lua, Long Zhang, Huiping Sun, Zhuhua Cai, Sihan Qing, Zhong Chen

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

Securing Peer-to-Peer Content Sharing Service from Poisoning Attacks.

Ruichuan Chen, Eng Keong Lua, Jon Crowcroft, Wenjia Guo, Liyong Tang, Zhong Chen

Proceedings of the Proceedings P2P'08, 2008

WebIBC: Identity Based Cryptography for Client Side Security in Web Applications.

Zhi Guan, Zhen Cao, Xuan Zhao, Ruichuan Chen, Zhong Chen, Xianghao Nan

Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Scalable Byzantine Fault Tolerant Public Key Authentication for Peer-to-Peer Networks.

Ruichuan Chen, Wenjia Guo, Liyong Tang, Jian-bin Hu, Zhong Chen

Proceedings of the Euro-Par 2008, 2008

2007

Hybrid Overlay Structure Based on Virtual Node.

Ruichuan Chen, Wenjia Guo, Liyong Tang, Jian-bin Hu, Zhong Chen

Proceedings of the 12th IEEE Symposium on Computers and Communications (ISCC 2007), 2007

CuboidTrust: A Global Reputation-Based Trust Model in Peer-to-Peer Networks.

Ruichuan Chen, Xuan Zhao, Liyong Tang, Jian-bin Hu, Zhong Chen

Proceedings of the Autonomic and Trusted Computing, 4th International Conference, 2007