Sotabase

Career

· Professor, UC Berkeley (Current)

Publications (617)

Network Coding for Distributed Storage Systems
IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications · 2007
2,082
cited
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
International Conference on Machine Learning · 2018
1,950
cited
An Efficient Framework for Clustered Federated Learning
IEEE Transactions on Information Theory · 2020
1,109
cited
Distributed source coding using syndromes (DISCUS): design and construction
Proceedings DCC'99 Data Compression Conference (Cat. No. PR00096) · 1999
1,080
cited
Rate-distortion methods for image and video compression
IEEE Signal Processing Magazine · 1998
914
cited
Speeding Up Distributed Machine Learning Using Codes
IEEE Transactions on Information Theory · 2015
904
cited
Low-complexity image denoising based on statistical modeling of wavelet coefficients
IEEE Signal Processing Letters · 1999
890
cited
Best wavelet packet bases in a rate-distortion sense
IEEE Transactions on Image Processing · 1993
828
cited
A Survey on Network Codes for Distributed Storage
Proceedings of the IEEE · 2010
710
cited
Bit allocation for dependent quantization with applications to multiresolution and MPEG video coders
IEEE Transactions on Image Processing · 1994
491
cited
Space-frequency quantization for wavelet image coding
Optics & Photonics · 1996
470
cited
Computationally efficient optimal power allocation algorithm for multicarrier communication systems
ICC '98. 1998 IEEE International Conference on Communications. Conference Record. Affiliated with SUPERCOMM'98 (Cat. No.98CH36220) · 1998
466
cited
On compressing encrypted data
IEEE Transactions on Signal Processing · 2004
430
cited
PRISM: A new robust video coding architecture based on distributed compression principles
2002
396
cited
Detecting primary receivers for cognitive radio applications
First IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks, 2005. DySPAN 2005. · 2005
393
cited
PRISM: A Video Coding Paradigm With Motion Estimation at the Decoder
IEEE Transactions on Image Processing · 2007
341
cited
A Solution to the Network Challenges of Data Recovery in Erasure-coded Distributed Storage Systems: A Study on the Facebook Warehouse Cluster
USENIX Workshop on Hot Topics in Storage and File Systems · 2013
318
cited
Spatially adaptive statistical modeling of wavelet image coefficients and its application to denoising
1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258) · 1999
317
cited
A distributed and adaptive signal processing approach to reducing energy consumption in sensor networks
IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428) · 2003
313
cited
Image coding based on mixture modeling of wavelet coefficients and a fast estimation-quantization framework
Proceedings DCC '97. Data Compression Conference · 1997
313
cited
Sotabase
Kannan Ramchandran | Researcher Profile | Sotabase | Sotabase