12 papers · 1 filter
Secure Decentralized Pliable Index Coding for Target Data Size
Anjali Padmanabhan, Danya Arun Bindhu, Nujoom Sageer Karat +1
Decentralized Pliable Index Coding (DPIC) problem addresses efficient information exchange in distributed systems where clients communicate among themselves without a central serve…
Communication-Efficient Distributed Computing Through Combinatorial Multi-Access Models
Shanuja Sasi, Onur Günlü
This paper explores the multi-access distributed computing (MADC) model, a novel distributed computing framework where mapper and reducer nodes are distinct entities. Unlike tradit…
Novel Constructions for Computation and Communication Trade-offs in Private Coded Distributed Computing
Shanuja Sasi, Onur Günlü
Distributed computing enables scalable machine learning by distributing tasks across multiple nodes, but ensuring privacy in such systems remains a challenge. This paper introduces…
Secure Coded Distributed Computing
Shanuja Sasi, Onur Günlü
In this paper, we consider two critical aspects of security in the distributed computing (DC) model: secure data shuffling and secure coded computing. It is imperative that any ext…
Rate-limited Shuffling for Distributed Computing
Shanuja Sasi, Onur Günlü
This paper studies the shuffling phase in a distributed computing model with rate-limited links between nodes. Each node is connected to all other nodes via a noiseless broadcast l…
Multi-access Distributed Computing Models from Map-Reduce Arrays
Shanuja Sasi, Onur Günlü, B. Sundar Rajan
A novel distributed computing model called "Multi-access Distributed Computing (MADC)" was recently introduced in http://www.arXiv:2206.12851. In this paper, we represent MADC mode…