1 citations · 3 across the 3 of their papers we have counts for
3 papers
Network Adaptive Federated Learning: Congestion and Lossy Compression
Parikshit Hegde, Gustavo de Veciana, Aryan Mokhtari
In order to achieve the dual goals of privacy and learning across distributed data, Federated Learning (FL) systems rely on frequent exchanges of large files (model updates) betwee…
Achieving Almost All Blockchain Functionalities with Polylogarithmic Storage
Parikshit Hegde, Robert Streit, Yanni Georghiades +2
In current blockchain systems, full nodes that perform all of the available functionalities need to store the entire blockchain. In addition to the blockchain, full nodes also stor…
Breaking the Unit Throughput Barrier in Distributed Systems
Akshit Kumar, Parikshit Hegde, Rahul Vaze +2
A multi-level random power transmit strategy that is used in conjunction with a random access protocol (RAP) (e.g. ALOHA, IRSA) is proposed to fundamentally increase the throughput…