By Samuel P. Midkiff

Compiling for parallelism is a longstanding subject of compiler examine. This ebook describes the elemental ideas of compiling "regular" numerical courses for parallelism. we start with a proof of analyses that let a compiler to appreciate the interplay of knowledge reads and writes in numerous statements and loop iterations in the course of application execution. those analyses contain dependence research, use-def research and pointer research. subsequent, we describe how the result of those analyses are used to permit differences that make loops extra amenable to parallelization, and talk about alterations that reveal parallelism to focus on shared reminiscence multicore and vector processors. We then talk about a few difficulties that come up whilst parallelizing courses for execution on allotted reminiscence machines. eventually, we finish with an outline of fixing Diophantine equations and recommendations for extra readings within the subject matters of this ebook to permit the reader to delve deeper into the field.

Table of Contents: advent and review / Dependence research, dependence graphs and alias research / software parallelization / differences to switch and dispose of dependences / Transformation of iterative and recursive constructs / Compiling for dispensed reminiscence machines / fixing Diophantine equations / A consultant to extra reading

Show description

Read or Download Automatic Parallelization: An Overview of Fundamental Compiler Techniques PDF

Similar systems architecture books

Open Text Metastorm ProVision® 6.2 Strategy Implementation

This is often either a pragmatic and theoretical consultant detailing tips on how to install a winning ProVision® procedure, utilizing a couple of genuine company circumstances alongside the way in which. not like different structure books, the process is holistic - it seems on the complete lifecycle of establishing a company case, via to utilizing the product.

SystemC and SystemC-AMS in Practice: SystemC 2.3, 2.2 and SystemC-AMS 1.0

This e-book describes how engineers could make optimal use of the 2 commonplace analysis/design instruments, SystemC and SystemC-AMS.  The authors use a system-level layout procedure, emphasizing how SystemC and SystemC-AMS positive aspects might be exploited such a lot successfully to analyze/understand a given digital method and discover the layout area.

HSPA Evolution: The Fundamentals for Mobile Broadband

This e-book is vital analyzing for these wishing to procure a platforms viewpoint and a vast view at the historical past, functionality and alertness of the most recent advancements in HSPA within the context of the calls for on today’s cellular broadband units and networks. It takes the reader backstage of 3GPP and gives an simply available knowing of the fundamental ideas, the most recent steps within the standard’s evolution, and the motivations in the back of the improvement of standardized positive aspects.

Formal Specification Level: Concepts, Methods, and Algorithms

This e-book introduces a brand new point of abstraction that closes the distance among the textual specification of embedded structures and the executable version on the digital approach point (ESL). Readers might be enabled to function at this new, Formal Specification point (FSL), utilizing versions which not just enable major verification initiatives during this early degree of the layout move, but additionally could be extracted semi-automatically from the textual specification in an interactive demeanour.

Extra resources for Automatic Parallelization: An Overview of Fundamental Compiler Techniques

Example text

Download PDF sample

Rated 4.27 of 5 – based on 18 votes