855 citations · 3.9k across the 142 of their papers we have counts for
15 papers · 1 filter
Jupiter: A Networked Computing Architecture
Pradipta Ghosh, Quynh Nguyen, Pranav K Sakulkar +7
In the era of Internet of Things, there is an increasing demand for networked computing to support the requirements of the time-constrained, compute-intensive distributed applicati…
Edge Computing in the Dark: Leveraging Contextual-Combinatorial Bandit and Coded Computing
Chien-Sheng Yang, Ramtin Pedarsani, A. Salman Avestimehr
With recent advancements in edge computing capabilities, there has been a significant increase in utilizing the edge cloud for event-driven and time-sensitive computations. However…
Train Where the Data is: A Case for Bandwidth Efficient Coded Training
Zhifeng Lin, Krishna Giri Narra, Mingchao Yu +2
Training a machine learning model is both compute and data-intensive. Most of the model training is performed on high performance compute nodes and the training data is stored near…
Coded Merkle Tree: Solving Data Availability Attacks in Blockchains
Mingchao Yu, Saeid Sahraei, Songze Li +3
In this paper, we propose coded Merkle tree (CMT), a novel hash accumulator that offers a constant-cost protection against data availability attacks in blockchains, even if the maj…
Interactive Verifiable Polynomial Evaluation
Saeid Sahraei, Mohammad Ali Maddah-Ali, Salman Avestimehr
Cloud computing platforms have created the possibility for computationally limited users to delegate demanding tasks to strong but untrusted servers. Verifiable computing algorithm…
Coded State Machine -- Scaling State Machine Execution under Byzantine Faults
Songze Li, Saeid Sahraei, Mingchao Yu +3
We introduce an information-theoretic framework, named Coded State Machine (CSM), to securely and efficiently execute multiple state machines on untrusted network nodes, some of wh…