Workload Characterization Of Emerging Computer Applications

Author : Lizy Kurian John,Ann Marie Grizzaffi Maynard
Publisher : Springer Science & Business Media
Page : 236 pages
File Size : 51,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461516132

Get Book

Workload Characterization of Emerging Computer Applications by Lizy Kurian John,Ann Marie Grizzaffi Maynard Pdf

The formal study of program behavior has become an essential ingredient in guiding the design of new computer architectures. Accurate characterization of applications leads to efficient design of high performing architectures. Quantitative and analytical characterization of workloads is important to understand and exploit the interesting features of workloads. This book includes ten chapters on various aspects of workload characterizati on. File caching characteristics of the industry-standard web-serving benchmark SPECweb99 are presented by Keller et al. in Chapter 1, while value locality of SPECJVM98 benchmarks are characterized by Rychlik et al. in Chapter 2. SPECJVM98 benchmarks are visited again in Chapter 3, where Tao et al. study the operating system activity in Java programs. In Chapter 4, KleinOsowski et al. describe how the SPEC2000 CPU benchmark suite may be adapted for computer architecture research and present the small, representative input data sets they created to reduce simulation time without compromising on accuracy. Their research has been recognized by the Standard Performance Evaluation Corporation (SPEC) and is listed on the official SPEC website, http://www. spec. org/osg/cpu2000/research/umnl. The main contribution of Chapter 5 is the proposal of a new measure called locality surface to characterize locality of reference in programs. Sorenson et al. describe how a three-dimensional surface can be used to represent both of programs. In Chapter 6, Thornock et al.

Author : Lizy Kurian John,Ann Marie Grizzaffi Maynard
Publisher : Springer Science & Business Media
Page : 220 pages
File Size : 50,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461543879

Get Book

Workload Characterization for Computer System Design by Lizy Kurian John,Ann Marie Grizzaffi Maynard Pdf

The advent of the world-wide web and web-based applications have dramatically changed the nature of computer applications. Computer system design, in the light of these changes, involves understanding these modem workloads, identifying bottlenecks during their execution, and appropriately tailoring microprocessors, memory systems, and the overall system to minimize bottlenecks. This book contains ten chapters dealing with several contemporary programming paradigms including Java, web server and database workloads. The first two chapters concentrate on Java. While Barisone et al.'s characterization in Chapter 1 deals with instruction set usage of Java applications, Kim et al.'s analysis in Chapter 2 focuses on memory referencing behavior of Java workloads. Several applications including the SPECjvm98 suite are studied using interpreter and Just-In-Time (TIT) compilers. Barisone et al.'s work includes an analytical model to compute the utilization of various functional units. Kim et al. present information on locality, live-range of objects, object lifetime distribution, etc. Studying database workloads has been a challenge to research groups, due to the difficulty in accessing standard benchmarks. Configuring hardware and software for database benchmarks such as those from the Transactions Processing Council (TPC) requires extensive effort. In Chapter 3, Keeton and Patterson present a simplified workload (microbenchmark) that approximates the characteristics of complex standardized benchmarks.

Author : Jun Xu
Publisher : Apress
Page : 279 pages
File Size : 49,8 Mb
Release : 2018-11-16
Category : Computers
ISBN : 9781484239285

Get Book

Block Trace Analysis and Storage System Optimization by Jun Xu Pdf

Understand the fundamental factors of data storage system performance and master an essential analytical skill using block trace via applications such as MATLAB and Python tools. You will increase your productivity and learn the best techniques for doing specific tasks (such as analyzing the IO pattern in a quantitative way, identifying the storage system bottleneck, and designing the cache policy). In the new era of IoT, big data, and cloud systems, better performance and higher density of storage systems has become crucial. To increase data storage density, new techniques have evolved and hybrid and parallel access techniques—together with specially designed IO scheduling and data migration algorithms—are being deployed to develop high-performance data storage solutions. Among the various storage system performance analysis techniques, IO event trace analysis (block-level trace analysis particularly) is one of the most common approaches for system optimization and design. However, the task of completing a systematic survey is challenging and very few works on this topic exist. Block Trace Analysis and Storage System Optimization brings together theoretical analysis (such as IO qualitative properties and quantitative metrics) and practical tools (such as trace parsing, analysis, and results reporting perspectives). The book provides content on block-level trace analysis techniques, and includes case studies to illustrate how these techniques and tools can be applied in real applications (such as SSHD, RAID, Hadoop, and Ceph systems). What You’ll Learn Understand the fundamental factors of data storage system performance Master an essential analytical skill using block trace via various applications Distinguish how the IO pattern differs in the block level from the file level Know how the sequential HDFS request becomes “fragmented” in final storage devices Perform trace analysis tasks with a tool based on the MATLAB and Python platforms Who This Book Is For IT professionals interested in storage system performance optimization: network administrators, data storage managers, data storage engineers, storage network engineers, systems engineers

Author : Guang R. Gao,Lori Pollock,John Cavazos,Xiaoming Li
Publisher : Springer Science & Business Media
Page : 435 pages
File Size : 55,6 Mb
Release : 2010-06-09
Category : Computers
ISBN : 9783642133732

Get Book

Languages and Compilers for Parallel Computing by Guang R. Gao,Lori Pollock,John Cavazos,Xiaoming Li Pdf

The LNCS series reports state-of-the-art results in computer science research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community, with numerous individuals, as well as with prestigious organizations and societies, LNCS has grown into the most comprehensive computer science research forum available. The scope of LNCS, including its subseries LNAI and LNBI, spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. In parallel to the printed book, each new volume is published electronically in LNCS Online.

Author : Jianfeng Zhan,Rui Han,Chuliang Weng
Publisher : Springer
Page : 221 pages
File Size : 44,6 Mb
Release : 2014-11-10
Category : Computers
ISBN : 9783319130217

Get Book

Big Data Benchmarks, Performance Optimization, and Emerging Hardware by Jianfeng Zhan,Rui Han,Chuliang Weng Pdf

This book constitutes the thoroughly revised selected papers of the 4th and 5th workshops on Big Data Benchmarks, Performance Optimization, and Emerging Hardware, BPOE 4 and BPOE 5, held respectively in Salt Lake City, in March 2014, and in Hangzhou, in September 2014. The 16 papers presented were carefully reviewed and selected from 30 submissions. Both workshops focus on architecture and system support for big data systems, such as benchmarking; workload characterization; performance optimization and evaluation; emerging hardware.

Author : Burkhard Monien,Rainer Feldmann
Publisher : Springer
Page : 998 pages
File Size : 50,6 Mb
Release : 2003-08-02
Category : Computers
ISBN : 9783540457060

Get Book

Euro-Par 2002. Parallel Processing by Burkhard Monien,Rainer Feldmann Pdf

Euro-Par – the European Conference on Parallel Computing – is an international conference series dedicated to the promotion and advancement of all aspects of parallel computing. The major themes can be divided into the broad categories of hardware, software, algorithms, and applications for parallel computing. The objective of Euro-Par is to provide a forum within which to promote the dev- opment of parallel computing both as an industrial technique and an academic discipline, extending the frontiers of both the state of the art and the state of the practice. This is particularlyimportant at a time when parallel computing is undergoing strong and sustained development and experiencing real industrial take-up. The main audience for and participants in Euro-Par are researchers in academic departments, government laboratories, and industrial organizations. Euro-Par aims to become the primarychoice of such professionals for the p- sentation of new results in their speci?c areas. Euro-Par is also interested in applications that demonstrate the e?ectiveness of the main Euro-Par themes. Euro-Par has its own Internet domain with a permanent website where the historyof the conference series is described: http://www. euro-par. org. The Euro-Par conference series is sponsored bythe Association of Computer - chineryand the International Federation of Information Processing. Euro-Par 2002 at Paderborn, Germany Euro-Par 2002 was organized bythe Paderborn Center for Parallel Comput- 2 2 ing (PC ) and was held at the Heinz Nixdorf MuseumsForum (HNF).

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 55,5 Mb
Release : 2017
Category : Electronic
ISBN : 153861233X

Get Book

Proceedings of the 2017 IEEE International Symposium on Workload Characterization by Anonim Pdf

Author : Anonim
Publisher : Unknown
Page : 140 pages
File Size : 49,6 Mb
Release : 2003
Category : Computer networks
ISBN : UIUC:30112061446487

Get Book

IEEE International Workshop on Workload Characterization by Anonim Pdf

Author : Darwish, Dina
Publisher : IGI Global
Page : 494 pages
File Size : 52,6 Mb
Release : 2024-01-25
Category : Computers
ISBN : 9798369309018

Get Book

Emerging Trends in Cloud Computing Analytics, Scalability, and Service Models by Darwish, Dina Pdf

Academic scholars and industry professionals alike face the formidable challenge of staying informed about emerging trends and innovations in cloud computing. The expansive realm of cloud technology has been the catalyst for several transformative changes across industries, offering unparalleled opportunities for optimization and innovation. However, even seasoned experts may find themselves daunted by the intricate web of new technologies, including green cloud computing, edge computing, cryptography in the cloud, load balancing strategies, and cloud analytics insights. Emerging Trends in Cloud Computing: Analytics, Scalability, and Service Models provides academic scholars and industry professionals with a comprehensive exploration of these critical cloud computing topics and more. This invaluable resource provides clarity and insight, serving as a guiding beacon in the ever-evolving world of cloud technology. Whether you're seeking to understand the intricacies of cloud security solutions, the nuances of scalability in cloud computing, or the various service models in the cloud, this book empowers you to navigate this dynamic field with confidence and expertise.

Author : Hartwig Anzt,Amanda Bienz,Piotr Luszczek,Marc Baboulin
Publisher : Springer Nature
Page : 399 pages
File Size : 50,6 Mb
Release : 2023-01-03
Category : Computers
ISBN : 9783031232206

Get Book

High Performance Computing. ISC High Performance 2022 International Workshops by Hartwig Anzt,Amanda Bienz,Piotr Luszczek,Marc Baboulin Pdf

This book constitutes the refereed conference proceedings of the workshops held at the 37th International ISC High Performance 2022 Conference, in Hamburg, Germany, in June 2, 2022. The 27 full papers were included in this book were carefully reviewed and selected from 43 submissions. ISC High Performance 2022 presents the following workshops: Compiler-assisted Correctness Checking and Performance Optimization for HPC HPC on Heterogeneous Hardware (H3) Malleability Techniques Applications in High Performance Computing Fifth Workshop on Interactive High Performance Computing 3rd ISC HPC International Workshop on Monitoring & Operational Data Analytics 6th International Workshop on In Situ Visualization 17th Workshop on Virtualization in High Performance Cloud Computing Chapter “Compiler-Assisted Instrumentation Selection for Large-Scale C++ Codes” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com. /div

Author : Anonim
Publisher : Unknown
Page : 856 pages
File Size : 50,5 Mb
Release : 2005
Category : Data mining
ISBN : UOM:39015058745186

Get Book

KDD ... by Anonim Pdf

Author : Stephan Sigg,Petteri Nurmi,Flora Salim
Publisher : Springer
Page : 345 pages
File Size : 55,5 Mb
Release : 2016-01-13
Category : Computers
ISBN : 9783319290034

Get Book

Mobile Computing, Applications, and Services by Stephan Sigg,Petteri Nurmi,Flora Salim Pdf

This book constitutes the proceedings of the 7th International Conference on Mobile Computing, Applications, and Services (MobiCASE 2015) held in Berlin, Germany, in November 2015. The 16 full and 4 poster papers were carefully reviewed and selected from 43 submissions, and are presented together with 4 papers from the First Workshop on Situation Recognition by Mining Temporal Information (SIREMETI 2015). The conference papers cover the following topics: intelligent caching, activity recognition and crowdsourcing, mobile frameworks, middleware, interactive applications and mobility.

Author : IEEE Staff
Publisher : Unknown
Page : 128 pages
File Size : 40,7 Mb
Release : 2016-09-25
Category : Electronic
ISBN : 1509038973

Get Book

2016 IEEE International Symposium on Workload Characterization (IISWC) by IEEE Staff Pdf

This symposium is dedicated to the understanding and characterization of workloads that run on all types of computing systems New applications and programming paradigms continue to emerge rapidly as the diversity and performance of computers increase On one hand, improvements in computing technology are usually based on a solid understanding and analysis of existing workloads On the other hand, computing workloads evolve and change with advances in microarchitecture, compilers, programming languages, and networking communication technologies Whether they are smart phones and deeply embedded systems at the low end or massively parallel systems at the high end, the design of future computing machines can be significantly improved if we understand the characteristics of the workloads that are expected to run on them

Author : Jesus Labarta
Publisher : Springer Science & Business Media
Page : 536 pages
File Size : 43,5 Mb
Release : 2008-01-11
Category : Computers
ISBN : 9783540777038

Get Book

High-Performance Computing by Jesus Labarta Pdf

This book constitutes the refereed joint post-conference proceedings of the 6th International Symposium on High-Performance Computing, ISHPC 2005, held in, Japan, in 2005. It also includes the refereed post-proceedings of the First International Workshop on Advanced Low Power Systems 2006, ALPS2006, and some from the Workshop on Applications for PetaFLOPS Computing, APC 2005. A total of 42 papers were carefully selected from 76 submissions, covering a huge range of topics.

Author : British Library. Document Supply Centre
Publisher : Unknown
Page : 870 pages
File Size : 48,9 Mb
Release : 2001
Category : Conference proceedings
ISBN : STANFORD:36105115205259

Get Book

Index of Conference Proceedings by British Library. Document Supply Centre Pdf