Tag Archives:

Avoiding Communication in Primal and Dual Block Coordinate Descent Methods

Aditya Devarakonda, Kimon Fountoulakis, James Demmel, Michael W. Mahoney
Technical Report, May. 2017.

Tags: Communication, Machine Learning, Technical Report

Low Rank Approximation of a Sparse Matrix Based on LU Factorization with Column and Row Tournament Pivoting

James Demmel, Laura Grigori, Sebastien Cayrols
Technical Report, Jun. 2016.

Tags: Technical Report

Efficient Reproducible Floating Point Summation and BLAS

James Demmel, Peter Ahrens, Hong Diep Nguyen
Technical Report, Jun. 2016.

Tags: Technical Report

Hwacha Preliminary Evaluation Results, Version 3.8.1

Yunsup Lee, Colin Schmidt, Sagar Karandikar, Daniel Dabbelt, Albert Ji-Hung Ou, Krste Asanovic
Technical Report No. UCB/EECS-2015-264, Dec. 2015.

Tags: Architectures, Technical Report

The Hwacha Microarchitecture Manual, Version 3.8.1

Yunsup Lee, Albert Ji-Hung Ou, Colin Schmidt, Sagar Karandikar, Howard Zhehao Mao, Krste Asanovic
Technical Report No. UCB/EECS-2015-263, Dec. 2015.

Tags: Architectures, Technical Report

The Hwacha Vector-Fetch Architecture Manual, Version 3.8.1

Yunsup Lee, Colin Schmidt, Albert Ji-Hung Ou, Andrew Waterman, Krste Asanovic
Technical Report No. UCB/EECS-2015-262, Dec. 2015.

Tags: Architectures, Technical Report

Efficient Reproducible Floating Point Summation and BLAS

Peter Ahrens, Hong Diep Nguyen, James Demmel
Technical Report No. UCB/EECS-2015-229, Dec. 2015.

Tags: Technical Report

The Berkeley Out-of-Order Machine (BOOM): An Industry-Competitive, Synthesizable, Parameterized RISC-V Processor

Christopher Celio, David Patterson, Krste Asanovic
Technical Report No. UCB/EECS-2015-167, Jun. 2015.

Tags: BOOM, RISC-V, Technical Report

Reconstructing Householder Vectors from Tall-Skinny QR

Grey Ballard, James Demmel, Laura Grigori, Mathias Jacquelin, Hong Diep Nguyen, Edgar Solomonik
UC Berkeley Tech Report UCB/EECS-2013-175, Oct. 2013.

Tags: Tall-Skinny QR, Technical Report

Contracting Symmetric Tensors Using Fewer Multiplications

Edgar Solomonik, James Demmel
ETH Zurich Technical Report, Jan. 2015.

Tags: Matrix Multiplication, Technical Report

Communication Lower Bounds for Tensor Contraction Algorithms

Edgar Solomonik, James Demmel, Torsten Hoefler
ETH Zurich Technical report, Jan. 2015.

Tags: Algorithms, Lower Bounds, Technical Report

The RISC-V Instruction Set Manual, Volume I: User-Level ISA, Version 2.0

Andrew Waterman, Yunsup Lee, David Patterson, Krste Asanovic
Technical Report No. UCB/EECS-2014-54, May. 2014.

Tags: RISC-V, Technical Report

Instruction Sets Should Be Free: The Case For RISC-V

Krste Asanovic, David Patterson
Technical Report No. UCB/EECS-2014-146, Aug. 2014.

Tags: RISC-V, Technical Report

Quantifying the Energy Efficiency of Object Recognition and Optical Flow

Michael Anderson, Forrest Iandola, Kurt Keutzer
Technical Report No. UCB/EECS-2014-22, Mar. 2014.

Tags: Optical Flow, Technical Report

Avoiding Communication in Successive Band Reduction

Grey Ballard, James Demmel, Nicholas Knight
Technical Report UCB/EECS-2013-131, Jul. 2013.

Tags: Communication, Technical Report

Analysis of the finite precision s-step biconjugate gradient method

Erin Carson, James Demmel
Technical Report No. UCB/EECS-2014-18, Mar. 2014.

Tags: Algorithms, Technical Report

The RISC-V Instruction Set Manual, Volume I: User-Level ISA Version 2.0

Andrew Waterman, Yunsup Lee, David Patterson, Krste Asanovic
May. 2014.

Tags: RISC-V, Technical Report

Reconstructing Householder Vectors from Tall-Skinny QR

Grey Ballard, James Demmel, Laura Grigori, Mathais Jacquelin, Hong-Diep Nguyen, Edgar Solomonik
Technical Report, Oct. 2013.

Tags: Algorithms, Communication, Efficiency, Tall-Skinny QR, Technical Report

Tradeoffs between synchronization, communication, and work in parallel linear algebra computations

Edgar Solomonik, Erin Carson, Nicholas Knight, James Demmel
Technical Report, Jan. 2014.

Tags: Communication, LU, Parallelism, Technical Report

Communication Lower Bounds and Optimal Algorithms for Programs That Reference Arrays | Part 1

Michael Christ, James Demmel, Nicholas Knight, Thomas Scanlon, Katherine Yelick
Technical Report, May. 2013.

Tags: Algorithms, Arrays, Communication, Lower Bounds, Technical Report

Minimizing communication in all-pairs shortest-paths

Edgar Solomonik, Aydin Buluc, James Demmel
Technical Report, Apr. 2013.

Tags: Algorithms, All-Pairs, Communication, Matrix Multiplication, Memory, Processors, Technical Report

Distributed Memory Breadth-First Search Revisited: Enabling Bottom-Up Search

Scott Beamer, Aydin Buluc , Krste Asanovic, David Patterson
Technical Report, Apr. 2013.

Tags: Algorithms, Memory, Parallelism, Technical Report

A Million Cancer Genome Warehouse

David Haussler, David Patterson, Mark Diekhans, Armando Fox, Michael Jordan, Anthony D. Joseph, Singer Ma, Benedict Paten, Scott Shenker , Taylor Sittler , Ion Stoica, John Doe
Technical Report, Nov. 2012.

Tags: Cancer, Genomics, Research Centers, Technical Report