2 citations · 4 across the 2 of their papers we have counts for
9 papers · 1 filter
Rateless Codes for Low-Latency Distributed Inference in Mobile Edge Computing
Anton Frigård, Siddhartha Kumar, Eirik Rosnes +1
We consider a mobile edge computing scenario where users want to perform a linear inference operation on local data for some networ…
Private Edge Computing for Linear Inference Based on Secret Sharing
Reent Schlegel, Siddhartha Kumar, Eirik Rosnes +1
We consider an edge computing scenario where users want to perform a linear computation on local, private data and a network-wide, public matrix. Users offload computations to edge…
The Capacity of Single-Server Weakly-Private Information Retrieval
Hsuan-Yin Lin, Siddhartha Kumar, Eirik Rosnes +2
A private information retrieval (PIR) protocol guarantees that a user can privately retrieve files stored in a database without revealing any information about the identity of the…
Weakly-Private Information Retrieval
Hsuan-Yin Lin, Siddhartha Kumar, Eirik Rosnes +2
Private information retrieval (PIR) protocols make it possible to retrieve a file from a database without disclosing any information about the identity of the file being retrieved.…
Local Reconstruction Codes: A Class of MDS-PIR Capacity-Achieving Codes
Siddhartha Kumar, Hsuan-Yin Lin, Eirik Rosnes +1
We prove that a class of distance-optimal local reconstruction codes (LRCs), an important family of repair-efficient codes for distributed storage systems, achieve the maximum dist…
Private Information Retrieval From a Cellular Network With Caching at the Edge
Siddhartha Kumar, Alexandre Graell i Amat, Eirik Rosnes +1
We consider the problem of downloading content from a cellular network where content is cached at the wireless edge while achieving privacy. In particular, we consider private info…