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A Systolic Array Optimizing Compiler

A Systolic Array Optimizing Compiler PDF Author: Monica S. Lam
Publisher: Springer Science & Business Media
ISBN: 1461317053
Category : Technology & Engineering
Languages : en
Pages : 217

Book Description
This book is a revision of my Ph. D. thesis dissertation submitted to Carnegie Mellon University in 1987. It documents the research and results of the compiler technology developed for the Warp machine. Warp is a systolic array built out of custom, high-performance processors, each of which can execute up to 10 million floating-point operations per second (10 MFLOPS). Under the direction of H. T. Kung, the Warp machine matured from an academic, experimental prototype to a commercial product of General Electric. The Warp machine demonstrated that the scalable architecture of high-peiformance, programmable systolic arrays represents a practical, cost-effective solu tion to the present and future computation-intensive applications. The success of Warp led to the follow-on iWarp project, a joint project with Intel, to develop a single-chip 20 MFLOPS processor. The availability of the highly integrated iWarp processor will have a significant impact on parallel computing. One of the major challenges in the development of Warp was to build an optimizing compiler for the machine. First, the processors in the xx A Systolic Array Optimizing Compiler array cooperate at a fine granularity of parallelism, interaction between processors must be considered in the generation of code for individual processors. Second, the individual processors themselves derive their performance from a VLIW (Very Long Instruction Word) instruction set and a high degree of internal pipelining and parallelism. The compiler contains optimizations pertaining to the array level of parallelism, as well as optimizations for the individual VLIW processors.

A Systolic Array Optimizing Compiler

A Systolic Array Optimizing Compiler PDF Author: Monica S. Lam
Publisher: Springer Science & Business Media
ISBN: 1461317053
Category : Technology & Engineering
Languages : en
Pages : 217

Book Description
This book is a revision of my Ph. D. thesis dissertation submitted to Carnegie Mellon University in 1987. It documents the research and results of the compiler technology developed for the Warp machine. Warp is a systolic array built out of custom, high-performance processors, each of which can execute up to 10 million floating-point operations per second (10 MFLOPS). Under the direction of H. T. Kung, the Warp machine matured from an academic, experimental prototype to a commercial product of General Electric. The Warp machine demonstrated that the scalable architecture of high-peiformance, programmable systolic arrays represents a practical, cost-effective solu tion to the present and future computation-intensive applications. The success of Warp led to the follow-on iWarp project, a joint project with Intel, to develop a single-chip 20 MFLOPS processor. The availability of the highly integrated iWarp processor will have a significant impact on parallel computing. One of the major challenges in the development of Warp was to build an optimizing compiler for the machine. First, the processors in the xx A Systolic Array Optimizing Compiler array cooperate at a fine granularity of parallelism, interaction between processors must be considered in the generation of code for individual processors. Second, the individual processors themselves derive their performance from a VLIW (Very Long Instruction Word) instruction set and a high degree of internal pipelining and parallelism. The compiler contains optimizations pertaining to the array level of parallelism, as well as optimizations for the individual VLIW processors.

A Systolic Array Parallelizing Compiler

A Systolic Array Parallelizing Compiler PDF Author: Ping-Sheng Tseng
Publisher: Springer Science & Business Media
ISBN: 146131559X
Category : Computers
Languages : en
Pages : 140

Book Description
Widespread use of parallel processing will become a reality only if the process of porting applications to parallel computers can be largely automated. Usually it is straightforward for a user to determine how an application can be mapped onto a parallel machine; however, the actual development of parallel code, if done by hand, is typically difficult and time consuming. Parallelizing compilers, which can gen erate parallel code automatically, are therefore a key technology for parallel processing. In this book, Ping-Sheng Tseng describes a parallelizing compiler for systolic arrays, called AL. Although parallelizing compilers are quite common for shared-memory parallel machines, the AL compiler is one of the first working parallelizing compilers for distributed memory machines, of which systolic arrays are a special case. The AL compiler takes advantage of the fine grain and high bandwidth interprocessor communication capabilities in a systolic architecture to generate efficient parallel code. xii Foreword While capable of handling an important class of applications, AL is not intended to be a general-purpose parallelizing compiler.

Conference Record of the Fifteenth Annual ACM Symposium on Principles of Programming Languages

Conference Record of the Fifteenth Annual ACM Symposium on Principles of Programming Languages PDF Author:
Publisher: Pearson Education
ISBN: 9780897912525
Category : Computer programming
Languages : en
Pages : 340

Book Description


A Systolic Array Optimizing Compiler

A Systolic Array Optimizing Compiler PDF Author: M. S.-L. Lam
Publisher:
ISBN:
Category : Algorithms
Languages : en
Pages : 138

Book Description


Parallel Computing and Transputers

Parallel Computing and Transputers PDF Author: D. Arnold
Publisher: IOS Press
ISBN: 9789051991499
Category : Computers
Languages : en
Pages : 398

Book Description
The broadening of interest in parellel computing and transputers is reflected in this text. Topics covered include: concurrent programming; graphics and image processing; and robotics and control. It is based on the proceedings of the 6th Australian Transputer and Occam User Group.

Parallel Supercomputing in MIMD Architectures

Parallel Supercomputing in MIMD Architectures PDF Author: R.Michael Hord
Publisher: CRC Press
ISBN: 1351083783
Category : Computers
Languages : en
Pages : 421

Book Description
Parallel Supercomputing in MIMD Architectures is devoted to supercomputing on a wide variety of Multiple-Instruction-Multiple-Data (MIMD)-class parallel machines. This book describes architectural concepts, commercial and research hardware implementations, major programming concepts, algorithmic methods, representative applications, and benefits and drawbacks. Commercial machines described include Connection Machine 5, NCUBE, Butterfly, Meiko, Intel iPSC, iPSC/2 and iWarp, DSP3, Multimax, Sequent, and Teradata. Research machines covered include the J-Machine, PAX, Concert, and ASP. Operating systems, languages, translating sequential programs to parallel, and semiautomatic parallelizing are aspects of MIMD software addressed in Parallel Supercomputing in MIMD Architectures. MIMD issues such as scalability, partitioning, processor utilization, and heterogenous networks are discussed as well.This book is packed with important information and richly illustrated with diagrams and tables, Parallel Supercomputing in MIMD Architectures is an essential reference for computer professionals, program managers, applications system designers, scientists, engineers, and students in the computer sciences.

Proceeding of 2022 International Conference on Wireless Communications, Networking and Applications (WCNA 2022)

Proceeding of 2022 International Conference on Wireless Communications, Networking and Applications (WCNA 2022) PDF Author: Zhihong Qian
Publisher: Springer Nature
ISBN: 9819939518
Category : Technology & Engineering
Languages : en
Pages : 849

Book Description
This proceedings includes original, unpublished, peer-reviewed research papers from the International Conference on Wireless Communications, Networking and Applications (WCNA2022), held in Wuhan, Hubei, China, from December 16 to 18, 2022. The topics covered include but are not limited to wireless communications, networking and applications. The papers showcased here share the latest findings on methodologies, algorithms and applications in communication and network, making the book a valuable asset for professors, researchers, engineers, and university students alike.

High-performance Computing in Engineering

High-performance Computing in Engineering PDF Author: H. Power
Publisher:
ISBN: 9781853122989
Category : Computers
Languages : en
Pages : 360

Book Description
A consideration of the use and the applications of supercomputers and parallel architectures for engineering purposes. Topics covered include: visco-elastic finite element analysis performance; convective heat transfer; and integrated grid generation and viscous flow simulation.

Proceedings of the International Conference on Application Specific Array Processors

Proceedings of the International Conference on Application Specific Array Processors PDF Author: José A. Fortes
Publisher:
ISBN:
Category : Application-specific integrated circuits
Languages : en
Pages : 720

Book Description


Proceedings of the International Conference on Application Specific Array Processors

Proceedings of the International Conference on Application Specific Array Processors PDF Author: Sun Yuan Kung
Publisher:
ISBN:
Category : Application-specific integrated circuits
Languages : en
Pages : 832

Book Description