04/16/20071 Clusters and their Applications Kathy Yelick

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04/16/20073 Outline Overview of parallel programming models Shared memory threads Message passing Partitioned global address space (PGAS) Data parallel Hybrids Trends in large-scale parallel machines The UPC language The Titanium language An application study: heart simulation in Titanium

1 CS267/E233 Applications of Parallel Computers demmel/cs267_Spr11/ Lecture 1: Introduction Kathy Yelick and Jim Demmel EECS.

1 CS267/E233 Applications of Parallel Computers demmel/cs267_Spr11/ Lecture 1: Introduction Kathy Yelick and Jim Demmel EECS.

Partitioned Global Address Space Languages Kathy Yelick Lawrence Berkeley National Laboratory and UC Berkeley

Partitioned Global Address Space Languages Kathy Yelick Lawrence Berkeley National Laboratory and UC Berkeley

04/18/2007CS267 Lecture 241 CS 267: Applications of Parallel Computers Load Balancing Kathy Yelick yelick/cs267_sp07.

04/18/2007CS267 Lecture 241 CS 267: Applications of Parallel Computers Load Balancing Kathy Yelick yelick/cs267_sp07.

A Behavioral Memory Model for the UPC Language Kathy Yelick University of California, Berkeley and Lawrence Berkeley National Laboratory.

A Behavioral Memory Model for the UPC Language Kathy Yelick University of California, Berkeley and Lawrence Berkeley National Laboratory.

03/23/07CS267 Lecture 201 CS 267: Multigrid on Structured Grids Kathy Yelick yelick/cs267_s07.

03/23/07CS267 Lecture 201 CS 267: Multigrid on Structured Grids Kathy Yelick yelick/cs267_s07.

CS61B L01 Introduction (1)Garcia / Yelick Fall 2003 © UCB 2003-08-25 Dan Garcia (ddgarcia) Kathy Yelick (yelick)

CS61B L01 Introduction (1)Garcia / Yelick Fall 2003 © UCB 2003-08-25 Dan Garcia (ddgarcia) Kathy Yelick (yelick)

A Behavioral Memory Model for the UPC Language Kathy Yelick Joint work with: Dan Bonachea, Jason Duell, Chuck Wallace.

A Behavioral Memory Model for the UPC Language Kathy Yelick Joint work with: Dan Bonachea, Jason Duell, Chuck Wallace.

1 CS240A: Parallelism in CSE Applications Tao Yang Slides revised from James Demmel and Kathy Yelick demmel/cs267_Spr11.

1 CS240A: Parallelism in CSE Applications Tao Yang Slides revised from James Demmel and Kathy Yelick demmel/cs267_Spr11.

01/17/2007CS267-Lecture 11 CS267/E233 Applications of Parallel Computers Lecture 1: Introduction Kathy Yelick yelick@cs.berkeley.edu yelick/cs267_spr07.

01/17/2007CS267-Lecture 11 CS267/E233 Applications of Parallel Computers Lecture 1: Introduction Kathy Yelick [email protected] yelick/cs267_spr07.

04/19/2011CS267 Lecture 251 CS 267: Applications of Parallel Computers Dynamic Load Balancing Kathy Yelick demmel/cs267_Spr11.

04/19/2011CS267 Lecture 251 CS 267: Applications of Parallel Computers Dynamic Load Balancing Kathy Yelick demmel/cs267_Spr11.

8/7/2015CS267 Lecture: UPC1 CS 267 Unified Parallel C (UPC) Kathy Yelick .

8/7/2015CS267 Lecture: UPC1 CS 267 Unified Parallel C (UPC) Kathy Yelick .

Global Address Space Applications Kathy Yelick NERSC/LBNL and U.C. Berkeley.

Global Address Space Applications Kathy Yelick NERSC/LBNL and U.C. Berkeley.

Titanium 1 CS267 Lecture 8 Global Address Space Programming in Titanium CS267 Kathy Yelick.

Titanium 1 CS267 Lecture 8 Global Address Space Programming in Titanium CS267 Kathy Yelick.

Automatic Performance Tuning of Sparse Matrix Kernels: Recent Progress Jim Demmel, Kathy Yelick Berkeley Benchmarking and OPtimization (BeBOP) Project.

Automatic Performance Tuning of Sparse Matrix Kernels: Recent Progress Jim Demmel, Kathy Yelick Berkeley Benchmarking and OPtimization (BeBOP) Project.

03/09/2007CS267 Lecture 161 CS 267 Sparse Matrices: Sparse Matrix-Vector Multiply for Iterative Solvers Kathy Yelick yelick/cs267_sp07.

03/09/2007CS267 Lecture 161 CS 267 Sparse Matrices: Sparse Matrix-Vector Multiply for Iterative Solvers Kathy Yelick yelick/cs267_sp07.

CS61B L07 Specification and Documentation (1)Garcia / Yelick Fall 2003 © UCB 2003-09-10 Dan Garcia (ddgarcia) Kathy Yelick (yelick)

CS61B L07 Specification and Documentation (1)Garcia / Yelick Fall 2003 © UCB 2003-09-10 Dan Garcia (ddgarcia) Kathy Yelick (yelick)

Slide 1 Adaptive Compilers and Runtime Systems Kathy Yelick U.C. Berkeley.

Slide 1 Adaptive Compilers and Runtime Systems Kathy Yelick U.C. Berkeley.

Christian Bell, Dan Bonachea, Kaushik Datta, Rajesh Nishtala, Paul Hargrove, Parry Husbands, Kathy Yelick…

Christian Bell, Dan Bonachea, Kaushik Datta, Rajesh Nishtala, Paul Hargrove, Parry Husbands, Kathy Yelick…

Compiling for VIRAM Kathy Yelick Dave Judd, & Ronny Krashinsky Computer Science Division UC Berkeley.

Compiling for VIRAM Kathy Yelick Dave Judd, & Ronny Krashinsky Computer Science Division UC Berkeley.

CS267 Lecture 41 CS 267 Sources of Parallelism and Locality in Simulation James Demmel and Kathy Yelick demmel/cs267_Spr11.

CS267 Lecture 41 CS 267 Sources of Parallelism and Locality in Simulation James Demmel and Kathy Yelick demmel/cs267_Spr11.