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Loop tiling, as one of the most important compiler optimizations,
is beneficial for both parallel machines and uniprocessors with a
memory hierarchy. This book explores the use of loop tiling for
reducing communication cost and improving parallelism for
distributed memory machines. The author provides mathematical
foundations, investigates loop permutability in the framework of
nonsingular loop transformations, discusses the necessary
machineries required, and presents state-of-the-art results for
finding communication- and time-minimal tiling choices. Throughout
the book, theorems and algorithms are illustrated with numerous
examples and diagrams. The techniques presented in Loop Tiling for
Parallelism can be adapted to work for a cluster of workstations,
and are also directly applicable to shared-memory machines once the
machines are modeled as BSP (Bulk Synchronous Parallel)
machines.Features and key topics: * Detailed review of the
mathematical foundations, including convex polyhedra and cones; *
Self-contained treatment of nonsingular loop transformations, code
generation, and full loop permutability; * Tiling loop nests by
rectangles and parallelepipeds, including their mathematical
definition, dependence analysis, legality test, and code
generation; * A complete suite of techniques for generating SPMD
code for a tiled loop nest; * Up-to-date results on tile size and
shape selection for reducing communication and improving
parallelism; * End-of-chapter references for further reading.
Researchers and practitioners involved in optimizing compilers and
students in advanced computer architecture studies will find this a
lucid and well-presented reference work with numerous citations to
original sources.
On behalf of the ProgramCommittee, we are pleased to present the
proceedings of the 2005 Asia-Paci?c Computer Systems Architecture
Conference (ACSAC 2005) held in the beautiful and dynamic country
of Singapore. This conference was the tenth in its series, one of
the leading forums for sharing the emerging research ?ndings in
this ?eld. In consultation with the ACSAC Steering Committee, we
selected a - member Program Committee. This Program Committee
represented a broad spectrum of research expertise to ensure a good
balance of research areas, - stitutions and experience while
maintaining the high quality of this conference series. This year's
committee was of the same size as last year but had 19 new faces.
We received a total of 173 submissions which is 14% more than last
year. Each paper was assigned to at least three and in some cases
four ProgramC- mittee members for review. Wherever necessary, the
committee members called upon the expertise of their colleagues to
ensure the highest possible quality in the reviewing process. As a
result, we received 415 reviews from the Program Committee members
and their 105 co-reviewers whose names are acknowledged inthe
proceedings.Theconferencecommitteeadopteda systematicblind review
process to provide a fair assessment of all submissions. In the
end, we accepted 65 papers on a broad range of topics giving an
acceptance rate of 37.5%. We are grateful to all the Program
Committee members and the co-reviewers for their e?orts in
completing the reviews within a tight schedule.
On behalf of the program committee, we were pleased to present this
year's program for ACSAC: Asia-Paci?c Computer Systems Architecture
Conference. Now in its ninth year, ACSAC continues to provide an
excellent forum for researchers, educators and practitioners to
come to the Asia-Paci?c region to exchange ideas on the latest
developments in computer systems architecture. This year, the paper
submission and review processes were semiautomated using the free
version of CyberChair. We received 152 submissions, the largest
number ever.Eachpaperwasassignedatleastthree, mostlyfour,
andinafewcaseseven ?ve committee members for review. All of the
papers were reviewed in a t- monthperiod,
duringwhichtheprogramchairsregularlymonitoredtheprogress of the
review process. When reviewers claimed inadequate expertise,
additional reviewers were solicited. In the end, we received a
total of 594 reviews (3.9 per paper) from committee members as well
as 248 coreviewers whose names are acknowledged in the proceedings.
We would like to thank all of them for their time and e?ort in
providing us with such timely and high-quality reviews, some of
them on extremely short notice.
Loop tiling, as one of the most important compiler optimizations,
is beneficial for both parallel machines and uniprocessors with a
memory hierarchy. This book explores the use of loop tiling for
reducing communication cost and improving parallelism for
distributed memory machines. The author provides mathematical
foundations, investigates loop permutability in the framework of
nonsingular loop transformations, discusses the necessary
machineries required, and presents state-of-the-art results for
finding communication- and time-minimal tiling choices. Throughout
the book, theorems and algorithms are illustrated with numerous
examples and diagrams. The techniques presented in Loop Tiling for
Parallelism can be adapted to work for a cluster of workstations,
and are also directly applicable to shared-memory machines once the
machines are modeled as BSP (Bulk Synchronous Parallel) machines.
Features and key topics: Detailed review of the mathematical
foundations, including convex polyhedra and cones; Self-contained
treatment of nonsingular loop transformations, code generation, and
full loop permutability; Tiling loop nests by rectangles and
parallelepipeds, including their mathematical definition,
dependence analysis, legality test, and code generation; A complete
suite of techniques for generating SPMD code for a tiled loop nest;
Up-to-date results on tile size and shape selection for reducing
communication and improving parallelism; End-of-chapter references
for further reading. Researchers and practitioners involved in
optimizing compilers and students in advanced computer architecture
studies will find this a lucid and well-presented reference work
with numerous citations to original sources.
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