DataFlow Supercomputing Essentials

5. A. Hurson and V. Milutinovic, “Special Issue on DataFlow SuperComputing,”
Advances in Computers, Vol. 96, 2015. 6. V. Milutinovic, J. ... V. Milutinovic and A.
Hurson, “Dataflow Processing,” Academic Press, 1st edition, 2015, pp. 1–266. 8.

Author: Veljko Milutinovic

Publisher: Springer

ISBN: 3319661280

Category: Computers

Page: 150

View: 206

This informative text/reference highlights the potential of DataFlow computing in research requiring high speeds, low power requirements, and high precision, while also benefiting from a reduction in the size of the equipment. The cutting-edge research and implementation case studies provided in this book will help the reader to develop their practical understanding of the advantages and unique features of this methodology. This work serves as a companion title to DataFlow Supercomputing Essentials: Algorithms, Applications and Implementations, which reviews the key algorithms in this area, and provides useful examples. Topics and features: reviews the library of tools, applications, and source code available to support DataFlow programming; discusses the enhancements to DataFlow computing yielded by small hardware changes, different compilation techniques, debugging, and optimizing tools; examines when a DataFlow architecture is best applied, and for which types of calculation; describes how converting applications to a DataFlow representation can result in an acceleration in performance, while reducing the power consumption; explains how to implement a DataFlow application on Maxeler hardware architecture, with links to a video tutorial series available online. This enlightening volume will be of great interest to all researchers investigating supercomputing in general, and DataFlow computing in particular. Advanced undergraduate and graduate students involved in courses on Data Mining, Microprocessor Systems, and VLSI Systems, will also find the book to be a helpful reference.

Advances in Computers

We would also like to thank the reviewers for constructive comments and
suggestions for improving this work. REFERENCES [1] A.R. Hurson, V. Milutinovi
́c, Dataflow Processing, Advances in Computers, vol. 96, Elsevier, The
Netherlands, ...

Author:

Publisher: Academic Press

ISBN: 0128122315

Category: Computers

Page: 224

View: 378

Advances in Computers, Volume 106 is the latest volume in the series, which has been published since 1960. This update presents innovations in computer hardware, software, theory, design and applications, with new chapters in this volume including sections on A New Course on R&D Project Management in Computer Science and Engineering: Subjects Taught, Rationales Behind, and Lessons Learned, Advances in Dataflow Systems, Adaptation and Evaluation of the Simplex Algorithm for a Data-Flow Architecture, and Simple Operations in Memory to Reduce Data Movement. In addition, this series provides contributors with a medium to explore their subjects in greater depth than journal articles usually allow. Provides in-depth surveys and tutorials on new computer technology Presents well-known authors and researchers in the field Contains extensive bibliographies with most chapters Includes volumes that are devoted to single themes or subfields of computer science

Heterogeneous Computing Architectures

In RTSS, 1996. [279] Aaftab Munshi, Benedict Gaster, Timothy G Mattson, and
Dan Ginsburg. OpenCL programming guide. ... In Ali R. Hurson and Veljko
Milutinovic, editors, Dataflow Processing, volume 96 of Advances in Computers,
pages ...

Author: Olivier Terzo

Publisher: CRC Press

ISBN: 0429680031

Category: Computers

Page: 316

View: 445

Heterogeneous Computing Architectures: Challenges and Vision provides an updated vision of the state-of-the-art of heterogeneous computing systems, covering all the aspects related to their design: from the architecture and programming models to hardware/software integration and orchestration to real-time and security requirements. The transitions from multicore processors, GPU computing, and Cloud computing are not separate trends, but aspects of a single trend-mainstream; computers from desktop to smartphones are being permanently transformed into heterogeneous supercomputer clusters. The reader will get an organic perspective of modern heterogeneous systems and their future evolution.

Dataflow Processing

Dataflow. Way. Krishna Kavi*, Charles Shelor*, Domenico Pace† *Department of
Computer Science and Engineering, ... Recent Architectures Summary 88
Advances in Computers, Volume 96 # 2015 Elsevier Inc. ISSN 0065-2458 All
rights ...

Author:

Publisher: Academic Press

ISBN: 0128023422

Category: Computers

Page: 266

View: 748

Since its first volume in 1960, Advances in Computers has presented detailed coverage of innovations in computer hardware, software, theory, design, and applications. It has also provided contributors with a medium in which they can explore their subjects in greater depth and breadth than journal articles usually allow. As a result, many articles have become standard references that continue to be of significant, lasting value in this rapidly expanding field. In-depth surveys and tutorials on new computer technology Well-known authors and researchers in the field Extensive bibliographies with most chapters Many of the volumes are devoted to single themes or subfields of computer science

Proceedings of 1996 IEEE Second International Conference on Algorithms Architectures for Parallel Processing ICA3PP 96

( 3 ) Makoto Amamiya , Masaru Takesue , Ryuzo Hasegawa , and Hirohide
Mikami , “ A Data Flow Machine Architecture for Highly Parallel Symbol
Manipulations , " Journal of Information Processing , Vol . 10 , No . 4 , pp . 227 -
236 , 1987 .

Author: IEEE Singapore Section

Publisher:

ISBN: 9780780335295

Category: Computers

Page: 547

View: 152


Encyclopedia of Parallel Computing

The second project developed a data flow processing chip that could be used in
cascade to implement signal processing ... on architectural support for discovery
and data mining, Portland, vol 96, pp 226-231 Bibliography Data Flow Computer
 ...

Author: David Padua

Publisher: Springer Science & Business Media

ISBN: 0387097651

Category: Computers

Page: 2175

View: 792

Containing over 300 entries in an A-Z format, the Encyclopedia of Parallel Computing provides easy, intuitive access to relevant information for professionals and researchers seeking access to any aspect within the broad field of parallel computing. Topics for this comprehensive reference were selected, written, and peer-reviewed by an international pool of distinguished researchers in the field. The Encyclopedia is broad in scope, covering machine organization, programming languages, algorithms, and applications. Within each area, concepts, designs, and specific implementations are presented. The highly-structured essays in this work comprise synonyms, a definition and discussion of the topic, bibliographies, and links to related literature. Extensive cross-references to other entries within the Encyclopedia support efficient, user-friendly searchers for immediate access to useful information. Key concepts presented in the Encyclopedia of Parallel Computing include; laws and metrics; specific numerical and non-numerical algorithms; asynchronous algorithms; libraries of subroutines; benchmark suites; applications; sequential consistency and cache coherency; machine classes such as clusters, shared-memory multiprocessors, special-purpose machines and dataflow machines; specific machines such as Cray supercomputers, IBM’s cell processor and Intel’s multicore machines; race detection and auto parallelization; parallel programming languages, synchronization primitives, collective operations, message passing libraries, checkpointing, and operating systems. Topics covered: Speedup, Efficiency, Isoefficiency, Redundancy, Amdahls law, Computer Architecture Concepts, Parallel Machine Designs, Benmarks, Parallel Programming concepts & design, Algorithms, Parallel applications. This authoritative reference will be published in two formats: print and online. The online edition features hyperlinks to cross-references and to additional significant research. Related Subjects: supercomputing, high-performance computing, distributed computing

Visual Communications and Image Processing 96

17-20 March, 1996, Orlando, Florida Rashid Ansari, Mark J. T. Smith, Society of
Photo-optical Instrumentation Engineers, IEEE ... This data-flow minimizes the
initial delay, and reduces the amount of hardware for storing the search area data
.

Author:

Publisher:

ISBN:

Category: Coding theory

Page: 1525

View: 103


Proceedings of the Second International Conference on Massively Parallel Computing Systems MPCS 96

Environment , ” IEEE Trans . on Parallel and Distributed Systems , Vol . 3 , No. 1 ,
pp . 83-96 , Jan. 1992 . [ 20 ] James R. ... A Data Flow Machine Architecture for
Highly Parallel Symbol Manipulations , ” Journal of Information Processing , Vol .

Author:

Publisher: IEEE Computer Society

ISBN: 9780818676000

Category: Computers

Page: 589

View: 651


Proceedings of WORDS 96

The data flows represent data flowing between the elements and the names and
descriptions of the data flows are collected in a data dictionary. The diagrams are
hierarchical with the top level diagram containing a single process but showing
all the external entities which ... reduction in behavior model volume and
considerably greater expressive power to deal with the state space explosion
problem.

Author: IEEE Computer Society. TC on Distributed Processing

Publisher: Institute of Electrical & Electronics Engineers(IEEE)

ISBN: 9780818675706

Category: Computers

Page: 241

View: 279


International Conference on Algorithms and Architectures for Parallel Processing

Static scheduling of synchronous data - flow programs for digital signal
processing . IEEE Trans . Comput ... Optimum vectorization of scalable
synchronous dataflow graphs . In Proc . ... ICASSP - 96 , volume 6 , pages 3310 –
3313 , 1996 . 13 .

Author:

Publisher:

ISBN:

Category: Parallel processing (Electronic computers)

Page:

View: 824


1996 Symposium on Volume Visualization

The architecture uses a distributed interleaved memory , several parallel
processing pipelines , and an innovative parallel dataflow scheme that requires
no global communication , except at the pixel level . This leads to local , fixed
bandwidth ...

Author: Roger Crawfis

Publisher: Association for Computing Machinery (ACM)

ISBN:

Category: Computer graphics

Page: 104

View: 126


Journal of VLSI Signal Processing Systems for Signal Image and Video Technology

Circuits Syst . 2 : Analog Digit . Signal Process , vol . 43 , no . 3 , 1996 , pp . 247 -
254 . 9 . M . Moonen , P . Van Dooren ... Linear Programming Approach to the
Overlapped Scheduling of Iterative Data - Flow Graphs for Target Architectures
with ...

Author:

Publisher:

ISBN:

Category: Integrated circuits

Page:

View: 183


Frontiers 96 the Sixth Symposium on the Frontiers of Massively Parallel Computation October 27 31 1996 Annapolis Maryland Proceedings

The ...so PE has the same performance for fine-grain parallel processing as a
custom designed PE of the Datarol-II, which ... of a List-Processing-Oriented Data
Flow Machine”, Proc. of IEEE 13th International Symposium on Computer
Architecture, ... [4] [5] [6] W.G.Grafe and J.E.Hoch, “The Epsilon-2 Multiprocessor
System,” Journal of Parallel and Distributed Computing, Vol.10, No.4, pp.309-318
, 1990.

Author: IEEE Computer Society

Publisher: IEEE Computer Society

ISBN: 9780818675515

Category: Computers

Page: 372

View: 646

Papers from the October 1996 symposium combine perspectives on architecture applications and systems, with special focus on future systems concepts, especially petaflops computing. Includes sections on scheduling and routing, applications and algorithms, petaflops computing and point design studies, SIMD, I/O techniques, memory management, synchronization, networks, and performance analysis. Specific subjects include a quasi-barrier technique to improve performance of an irregular application, hardware-controlled prefeching in directory-based cache coherent systems, and point designs for 100 TF computers using PIM technologies. No index. Annotation copyrighted by Book News, Inc., Portland, OR.

International Aerospace Abstracts

In : High - speed computing , digital signal processing , and filtering using
reconfigurable logic ; Proceedings of the Meeting , Boston , MA , Nov. ... Vol .
2914 ) , 1996 , p . 180-186 . 10 rets . Currently all networking hardware must
have predefined tradeoffs between latency and bandwidth . ... By combining
concepts from field programmable gate array ( FPGA ) technologies with data
flow computing , the ...

Author:

Publisher:

ISBN:

Category: Aeronautics

Page:

View: 745


UK Parallel 96

Proceedings of the BCS PPSG Annual Conference, 3–5 July 1996 Chris R.
Jesshope, Alexander V. Shafarenko, A.Shasha Shafarenko ... methodology
utilising data - farming templates developed specifically to support continuous
data - flow embedded applications . ... 261 and Model - Based Image Coding
Algorithms Using a Parallel - Pipeline Model ” , Signal Processing : Image
Communication , Vol .

Author: Chris R. Jesshope

Publisher: Springer

ISBN:

Category: Computers

Page: 205

View: 361

Parallel processing is a key topic which is becoming more important as the technology becomes more widespread. UK Parallel '96 - Proceedings of the BCS PPSG Annual Group is the publication of the academic programme from the first in an annual series of national conferences covering the broad area of parallel and distributed computing. It was coordinated by the BCS Parallel Processing Specialist Group and provided a focus for both research and industrial presentations. This first conference was held at the University of Surrey in July 1996, and contains work from a number of universities within the UK. The scope of the proceedings illustrates the breadth of the work being undertaken in the UK and includes a variety of papers covering a number of important areas, including: compiler development for both data-parallel and message passing languages and the development of application specific software.

Proceedings of the Fifth Euromicro Workshop on Parallel and Distributed Processing

Symbolic array dataflow analysis for array privatization and program
parallelization . In Supercomputing 95 ... In Bougé , Fraignaud , Mignotte and
Robert , editors , Euro - Par '96 Parallel Processing , Vol I , pages 389-397 .
Springer - Verlag ...

Author: Euromicro Workshop on Parallel and Distributed Processing

Publisher: IEEE Computer Society

ISBN:

Category: Computers

Page: 502

View: 939


Automatic Control and Computer Sciences

Computer Sciences Vol . 36 , No . 1 [ 7 ] Tsukasava Yamauchi , Sho Nakaya , and
Nobuki Kajihara , " SOP : An adaptively massively parallel computer and its
control - data - flow based compiling method , " Mathematical Research , vol . 96 ,
pp ...

Author:

Publisher:

ISBN:

Category: Automatic control

Page:

View: 228


Journal of Information Science and Engineering

R . W . Amphlett and D . R . Bull , “ Genetic algorithm based DSP multiprocessor
scheduling , ” IEEE ISCAS , Vol . ... P . Marwedel , “ Algorithms for address
assignment in DSP code generation , ” in Proceedings of the ACM / IEEE ICCAD '
96 , 1996 , pp . ... and instruction selection for programmable digital signal
processor , ” IEEE Transactions on Signal Processing , Vol . ... H . Gerez , S . M .
Heemtra de Groot and O . E . Herrmann , “ Range - Chart - Guided Iterative Data -
Flow Graph ...

Author:

Publisher:

ISBN:

Category: Computer science

Page:

View: 824


Petroleum Abstracts

( San Francisco , 12 / 15-19 / 96 ) POSTER NO.972B - 1 ; EOS ( TRANS . ...
Wavelet processing requires a great amount of data management , moderate
computation per recorded word , and relatively little ... by adopting a uniform
parallel computing strategy that addresses parallelism for all parts of the
processing data flow .

Author:

Publisher:

ISBN:

Category: Petroleum

Page:

View: 339


High Performance VLSI Signal Processing Innovative Architectures and Algorithms Algorithms and Architectures

Syst . , vol . 9 , no . 2 , June 1990 . J . Vuillemin , “ Proof techniques for recursive
programs , ” Ph . D . dissertation , Compu . Sci . Dept . , Stanford Univ . , 1973 . [
96 ] W . W . Wadge and E . A . Ashcroft , Lucid , the Dataflow Programming ...

Author: H. J. Ray Liu

Publisher: Wiley-IEEE Press

ISBN: 9780780334687

Category: Technology & Engineering

Page: 692

View: 718

Electrical Engineering/Signal Processing High--Performance VLSI Signal Processing Innovative Architectures and Algorithms Volume 1 Algorithms and Architectures The first volume in a two-volume set, High-Performance VLSI Signal Processing: Innovative Architectures and Algorithms brings together the most innovative papers in the field, focused introductory material, and extensive references. The editors present timely coverage of algorithm and design methodologies with an emphasis on today's rapidly-evolving high-speed architectures for VLSI implementations. These volumes will serve as vital resources for engineers who want a comprehensive knowledge of the extremely interdisciplinary field of high-performance VLSI processing. The editors provide a practical understanding of the merits of total system design through an insightful, synergistic presentation of methodology, architecture, and infrastructure. Each volume features: * Major papers that span the wide range of research areas in the field * Chapter introductions, including historical perspectives * Numerous applications-oriented design examples * Coverage of current and future technological trends * Thorough treatment of high-speed architectures