633 citations · 1.5k across the 68 of their papers we have counts for
17 papers · 1 filter
Distributed Learning Algorithms for Spectrum Sharing in Spatial Random Access Wireless Networks
Kobi Cohen, Angelia Nedich, R. Srikant
We consider distributed optimization over orthogonal collision channels in spatial random access networks. Users are spatially distributed and each user is in the interference rang…
Scheduling Storms and Streams in the Cloud
Javad Ghaderi, Sanjay Shakkottai, R Srikant
Motivated by emerging big streaming data processing paradigms (e.g., Twitter Storm, Streaming MapReduce), we investigate the problem of scheduling graphs over a large cluster of se…
Achieving the Optimal Steaming Capacity and Delay Using Random Regular Digraphs in P2P Networks
Joohwan Kim, R. Srikant
In earlier work, we showed that it is possible to achieve streaming delay with high probability in a peer-to-peer network, where each peer has as little as four neighbo…
Flow-Level Stability of Wireless Networks: Separation of Congestion Control and Packet Scheduling
Javad Ghaderi, Tianxiong Ji, R. Srikant
It is by now well-known that wireless networks with file arrivals and departures are stable if one uses alpha-fair congestion control and back-pressure based scheduling and routing…
Real-Time Peer-to-Peer Streaming Over Multiple Random Hamiltonian Cycles
Joohwan Kim, R. Srikant
We are motivated by the problem of designing a simple distributed algorithm for Peer-to-Peer streaming applications that can achieve high throughput and low delay, while allowing t…
Fast Mixing of Parallel Glauber Dynamics and Low-Delay CSMA Scheduling
Libin Jiang, Mathieu Leconte, Jian Ni +2
Glauber dynamics is a powerful tool to generate randomized, approximate solutions to combinatorially difficult problems. It has been used to analyze and design distributed CSMA (Ca…