105 citations · 203 across the 39 of their papers we have counts for
40 papers
HopTrack: A Real-time Multi-Object Tracking System for Embedded Devices
Xiang Li, Cheng Chen, Yuan-yao Lou +3
Multi-Object Tracking (MOT) poses significant challenges in computer vision. Despite its wide application in robotics, autonomous driving, and smart manufacturing, there is limited…
Dynamic DAG-Application Scheduling for Multi-Tier Edge Computing in Heterogeneous Networks
Xiang Li, Mustafa Abdallah, Yuan-Yao Lou +3
Edge computing is deemed a promising technique to execute latency-sensitive applications by offloading computation-intensive tasks to edge servers. Extensive research has been cond…
Game Theory in Distributed Systems Security: Foundations, Challenges, and Future Directions
Mustafa Abdallah, Saurabh Bagchi, Shaunak D. Bopardikar +6
Many of our critical infrastructure systems and personal computing systems have a distributed computing systems structure. The incentives to attack them have been growing rapidly a…
Benchmarking Algorithms for Federated Domain Generalization
Ruqi Bai, Saurabh Bagchi, David I. Inouye
While prior domain generalization (DG) benchmarks consider train-test dataset heterogeneity, we evaluate Federated DG which introduces federated learning (FL) specific challenges.…
EESMR: Energy Efficient BFT-SMR for the masses
Adithya Bhat, Akhil Bandarupalli, Manish Nagaraj +3
Modern Byzantine Fault-Tolerant State Machine Replication (BFT-SMR) solutions focus on reducing communication complexity, improving throughput, or lowering latency. This work explo…
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning
Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma +3
Secure aggregation promises a heightened level of privacy in federated learning, maintaining that a server only has access to a decrypted aggregate update. Within this setting, lin…