Sotabase

Career

· Associate-Head, Dept. of Computer Science, University of Illinois at Urbana-Champaign2018–2020
· Professor, University of Illinois at Urbana-Champaign2017–
· Technical Advisor, C2RO Robotics2016–
· Visiting Scientist, Google2011–2012
· Associate Professor, University of Illinois at Urbana-Champaign2009–2017
· Assistant Professor, University of Illinois at Urbana-Champaign2003–2009
· Intern, Microsoft2001–2001
· Intern, IBM2000–2000
· Graduate Student, Cornell University1998–2003

Publications (198)

Asynchronous Federated Optimization
arXiv.org · 2019
684
cited
Kelips: Building an Efficient and Stable P2P DHT through Increased Memory and Background Overhead
International Workshop on Peer-to-Peer Systems · 2003
353
cited
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation
Conference on Uncertainty in Artificial Intelligence · 2019
322
cited
Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance
International Conference on Machine Learning · 2018
304
cited
Generalized Byzantine-tolerant SGD
arXiv.org · 2018
292
cited
Stateful Scalable Stream Processing at LinkedIn
Proceedings of the VLDB Endowment · 2017
282
cited
On scalable and efficient distributed failure detectors
ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing · 2001
220
cited
SWIM: scalable weakly-consistent infection-style process group membership protocol
Proceedings : International Conference on Dependable Systems and Networks · 2002
205
cited
Smart Gossip: An Adaptive Gossip-based Broadcasting Service for Sensor Networks
2006 IEEE International Conference on Mobile Ad Hoc and Sensor Systems · 2006
197
cited
Open Cirrus: A Global Cloud Computing Testbed
Computer · 2010
190
cited
Scalable fault-tolerant aggregation in large process groups
2001 International Conference on Dependable Systems and Networks · 2001
179
cited
AdapCode: Adaptive Network Coding for Code Updates in Wireless Sensor Networks
IEEE INFOCOM 2008 - The 27th Conference on Computer Communications · 2008
161
cited
Making cloud intermediate data fault-tolerant
ACM Symposium on Cloud Computing · 2010
158
cited
Zeno++: Robust Fully Asynchronous SGD
International Conference on Machine Learning · 2019
128
cited
Open Cirrus TM cloud computing testbed: federated data centers for open source systems and services research
International Conference on Cloud Computing · 2009
120
cited
Decentralized Schemes for Size Estimation in Large and Dynamic Groups
Fourth IEEE International Symposium on Network Computing and Applications · 2005
115
cited
Efficient epidemic-style protocols for reliable and scalable multicast
21st IEEE Symposium on Reliable Distributed Systems, 2002. Proceedings. · 2002
92
cited
Stela: Enabling Stream Processing Systems to Scale-in and Scale-out On-demand
2016 IEEE International Conference on Cloud Engineering (IC2E) · 2016
89
cited
Peer-to-peer discovery of computational resources for Grid applications
The 6th IEEE/ACM International Workshop on Grid Computing, 2005. · 2005
85
cited
Measurement and modeling of a large-scale overlay for multimedia streaming
Quality of Service in Heterogeneous Wired/Wireless Networks · 2007
82
cited
Sotabase