Performance Evaluation: Metrics, Models and Benchmarks

Performance Evaluation: Metrics, Models and Benchmarks PDF Author: Samuel Kounev
Publisher: Springer Science & Business Media
ISBN: 3540698132
Category : Computers
Languages : en
Pages : 331

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Book Description
This book constitutes the thoroughly refereed proceedings of the SPEC International Performance Evaluation Workshop, SIPEW 2008, held in Darmstadt, Germany, in June 2008 . The 17 revised full papers presented were carefully selected out of 39 submissions for inclusion in the book. The papers are organized in topical sections on models for software performance engineering; benchmarks and workload characterization; Web services and service-oriented architectures; power and performance; and profiling, monitoring and optimization.

Performance Evaluation: Metrics, Models and Benchmarks

Performance Evaluation: Metrics, Models and Benchmarks PDF Author: Samuel Kounev
Publisher: Springer
ISBN: 3540698140
Category : Computers
Languages : en
Pages : 331

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Book Description
This book constitutes the refereed proceedings of the SPEC International Performance Evaluation Workshop, SIPEW 2008, held in Darmstadt, Germany, in June 2008. The 17 revised full papers presented together with 3 keynote talks were carefully reviewed and selected out of 39 submissions for inclusion in the book. The papers are organized in topical sections on models for software performance engineering; benchmarks and workload characterization; Web services and service-oriented architectures; power and performance; and profiling, monitoring and optimization.

Performance Evaluation: Metrics, Models and Benchmarks

Performance Evaluation: Metrics, Models and Benchmarks PDF Author: Samuel Kounev
Publisher: Springer Science & Business Media
ISBN: 3540698132
Category : Computers
Languages : en
Pages : 331

Get Book Here

Book Description
This book constitutes the thoroughly refereed proceedings of the SPEC International Performance Evaluation Workshop, SIPEW 2008, held in Darmstadt, Germany, in June 2008 . The 17 revised full papers presented were carefully selected out of 39 submissions for inclusion in the book. The papers are organized in topical sections on models for software performance engineering; benchmarks and workload characterization; Web services and service-oriented architectures; power and performance; and profiling, monitoring and optimization.

Performance Evaluation and Benchmarking

Performance Evaluation and Benchmarking PDF Author: Lizy Kurian John
Publisher: CRC Press
ISBN: 1351836390
Category : Computers
Languages : en
Pages : 196

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Book Description
Computer and microprocessor architectures are advancing at an astounding pace. However, increasing demands on performance coupled with a wide variety of specialized operating environments act to slow this pace by complicating the performance evaluation process. Carefully balancing efficiency and accuracy is key to avoid slowdowns, and such a balance can be achieved with an in-depth understanding of the available evaluation methodologies. Performance Evaluation and Benchmarking outlines a variety of evaluation methods and benchmark suites, considering their strengths, weaknesses, and when each is appropriate to use. Following a general overview of important performance analysis techniques, the book surveys contemporary benchmark suites for specific areas, such as Java, embedded systems, CPUs, and Web servers. Subsequent chapters explain how to choose appropriate averages for reporting metrics and provide a detailed treatment of statistical methods, including a summary of statistics, how to apply statistical sampling for simulation, how to apply SimPoint, and a comprehensive overview of statistical simulation. The discussion then turns to benchmark subsetting methodologies and the fundamentals of analytical modeling, including queuing models and Petri nets. Three chapters devoted to hardware performance counters conclude the book. Supplying abundant illustrations, examples, and case studies, Performance Evaluation and Benchmarking offers a firm foundation in evaluation methods along with up-to-date techniques that are necessary to develop next-generation architectures.

Performance Evaluation and Benchmarking

Performance Evaluation and Benchmarking PDF Author: Raghunath Nambiar
Publisher: Springer Nature
ISBN: 3031680316
Category :
Languages : en
Pages : 159

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Book Description


Quantitative Models for Performance Evaluation and Benchmarking

Quantitative Models for Performance Evaluation and Benchmarking PDF Author: Joe Zhu
Publisher: Springer
ISBN: 3319066471
Category : Business & Economics
Languages : en
Pages : 419

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Book Description
The author is one of the prominent researchers in the field of Data Envelopment Analysis (DEA), a powerful data analysis tool that can be used in performance evaluation and benchmarking. This book is based upon the author’s years of research and teaching experiences. It is difficult to evaluate an organization’s performance when multiple performance metrics are present. The difficulties are further enhanced when the relationships among the performance metrics are complex and involve unknown tradeoffs. This book introduces Data Envelopment Analysis (DEA) as a multiple-measure performance evaluation and benchmarking tool. The focus of performance evaluation and benchmarking is shifted from characterizing performance in terms of single measures to evaluating performance as a multidimensional systems perspective. Conventional and new DEA approaches are presented and discussed using Excel spreadsheets — one of the most effective ways to analyze and evaluate decision alternatives. The user can easily develop and customize new DEA models based upon these spreadsheets. DEA models and approaches are presented to deal with performance evaluation problems in a variety of contexts. For example, a context-dependent DEA measures the relative attractiveness of similar operations/processes/products. Sensitivity analysis techniques can be easily applied, and used to identify critical performance measures. Two-stage network efficiency models can be utilized to study performance of supply chain. DEA benchmarking models extend DEA’s ability in performance evaluation. Various cross efficiency approaches are presented to provide peer evaluation scores. This book also provides an easy-to-use DEA software — DEAFrontier. This DEAFrontier is an Add-In for Microsoft® Excel and provides a custom menu of DEA approaches. This version of DEAFrontier is for use with Excel 97-2013 under Windows and can solve up to 50 DMUs, subject to the capacity of Excel Solver. It is an extremely powerful tool that can assist decision-makers in benchmarking and analyzing complex operational performance issues in manufacturing organizations as well as evaluating processes in banking, retail, franchising, health care, public services and many other industries.

Measuring Performance and Benchmarking Project Management at the Department of Energy

Measuring Performance and Benchmarking Project Management at the Department of Energy PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 0309181763
Category : Transportation
Languages : en
Pages : 52

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Book Description
In 1997, Congress, in the conference report, H.R. 105-271, to the FY1998 Energy and Water Development Appropriation Bill, directed the National Research Council (NRC) to carry out a series of assessments of project management at the Department of Energy (DOE). The final report in that series noted that DOE lacked an objective set of measures for assessing project management quality. The department set up a committee to develop performance measures and benchmarking procedures and asked the NRC for assistance in this effort. This report presents information and guidance for use as a first step toward development of a viable methodology to suit DOE's needs. It provides a number of possible performance measures, an analysis of the benchmarking process, and a description ways to implement the measures and benchmarking process.

Fog and Edge Computing

Fog and Edge Computing PDF Author: Rajkumar Buyya
Publisher: John Wiley & Sons
ISBN: 1119525063
Category : Technology & Engineering
Languages : en
Pages : 495

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Book Description
A comprehensive guide to Fog and Edge applications, architectures, and technologies Recent years have seen the explosive growth of the Internet of Things (IoT): the internet-connected network of devices that includes everything from personal electronics and home appliances to automobiles and industrial machinery. Responding to the ever-increasing bandwidth demands of the IoT, Fog and Edge computing concepts have developed to collect, analyze, and process data more efficiently than traditional cloud architecture. Fog and Edge Computing: Principles and Paradigms provides a comprehensive overview of the state-of-the-art applications and architectures driving this dynamic field of computing while highlighting potential research directions and emerging technologies. Exploring topics such as developing scalable architectures, moving from closed systems to open systems, and ethical issues rising from data sensing, this timely book addresses both the challenges and opportunities that Fog and Edge computing presents. Contributions from leading IoT experts discuss federating Edge resources, middleware design issues, data management and predictive analysis, smart transportation and surveillance applications, and more. A coordinated and integrated presentation of topics helps readers gain thorough knowledge of the foundations, applications, and issues that are central to Fog and Edge computing. This valuable resource: Provides insights on transitioning from current Cloud-centric and 4G/5G wireless environments to Fog Computing Examines methods to optimize virtualized, pooled, and shared resources Identifies potential technical challenges and offers suggestions for possible solutions Discusses major components of Fog and Edge computing architectures such as middleware, interaction protocols, and autonomic management Includes access to a website portal for advanced online resources Fog and Edge Computing: Principles and Paradigms is an essential source of up-to-date information for systems architects, developers, researchers, and advanced undergraduate and graduate students in fields of computer science and engineering.

Measuring Computer Performance

Measuring Computer Performance PDF Author: David J. Lilja
Publisher: Cambridge University Press
ISBN: 9780521646703
Category : Computers
Languages : en
Pages : 284

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Book Description
Sets out the fundamental techniques used in analyzing and understanding the performance of computer systems.

The ROI of Human Capital

The ROI of Human Capital PDF Author: Jac FITZ-ENZ
Publisher: AMACOM Div American Mgmt Assn
ISBN: 0814413358
Category : Business & Economics
Languages : en
Pages : 338

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Book Description
The lifeblood of any business enterprise is its people. Yet it wasn’t until the publication of the groundbreaking book The ROI of Human Capital that there was a reliable way to quantify the contributions of people to corporate profit. Completely updated with new metrics, the book shows executives and HR professionals how to gauge human costs and productivity at three critical levels: organizational (contributions to corporate goals) • functional (impact on process improvement) • human resources management (value added by five basic HR department activities) The second edition contains new material on topics including corporate outsourcing, developments in behavioral science, and advances in trending and forecasting that have dramatically changed the way organizations measure the bottom line effect of employee performance. Utterly up-to-date, this is the go-to resource for organizations performing the essential task of measuring the value of their people.

Publications of the National Institute of Standards and Technology 1988 Catalog

Publications of the National Institute of Standards and Technology 1988 Catalog PDF Author: Rebecca J. Pardee
Publisher:
ISBN:
Category :
Languages : en
Pages : 360

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Book Description