Lab overview
To enable ad hoc and trustworthy collaborations & transactions between entities that have not established trust a-priori, we need to re-think the design of data and compute. We need to advance Web3 and Privacy-Enhancing Technologies to build more scalable trustworthy & verifiable compute and data fabrics.
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Team
APA style publications
2022
- Ismi Abidi, Ishan Nangia, Paarijaat Aditya, Rijurekha Sen, "Privacy in Urban Sensing with Instrumented Fleets, Using Air Pollution Monitoring As A Usecase", in NDSS 2022, San Diego, California, USA, April 2022.
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", in ACM SoCC 2021, Seattle, WA, USA, November 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", in ACM SOSP 2021, Virtual, October 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", in IEEE ICDCS 2021, Virtual, July 2021.
2020
- Do Le Quoc, Istemi Ekin Akkus, Pramod Bhatotia, Spyros Blanas, Ruichuan Chen, Christof Fetzer, Thorsten Strufe, "ApproxJoin: Approximate Distributed Joins", in ACM SoCC 2018, Carlsbad, CA, USA, October 2018.
- Ruichuan Chen, Istemi Ekin Akkus, Bimal Viswanath, Ivica Rimac, Volker Hilt, "Towards Reliable Application Deployment in the Cloud", in ACM CoNEXT 2017, Incheon, South Korea, December 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", in ACM/IFIP/USENIX Middleware 2017, Las Vegas, NV, USA, December 2017.
- Ennan Zhai, David Isaac Wolinsky, Ruichuan Chen, Ewa Syta, Chao Teng, Bryan Ford, "AnonRep: Towards Tracking-Resistant Anonymous Reputation", in USENIX NSDI 2016, Santa Clara, CA, USA, March 2016.
- Ennan Zhai, Ruichuan Chen, David Isaac Wolinsky, Bryan Ford, "Heading Off Correlated Failures through Independence-as-a-Service", in USENIX OSDI 2014, Broomfield, CO, USA, October 2014.
- Ennan Zhai, Ruichuan Chen, David Isaac Wolinsky, Bryan Ford, "An Untold Story of Redundant Clouds: Making Your Service Deployment Truly Reliable", in ACM HotDep 2013, Farmington, PA, USA, November 2013.