Performance Evaluation And Benchmarking

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Performance Evaluation and Benchmarking

Lizy Kurian John,Lieven Eeckhout
Performance Evaluation and Benchmarking Book PDF

Author : Lizy Kurian John,Lieven Eeckhout
Publisher : CRC Press
Page : 304 pages
File Size : 40,5 Mb
Release : 2018-10-03
Category : Computers
ISBN : 9781420037425

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Performance Evaluation and Benchmarking by Lizy Kurian John,Lieven Eeckhout Pdf

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.

Health Care Benchmarking and Performance Evaluation

Yasar A. Ozcan
Health Care Benchmarking and Performance Evaluation Book PDF

Author : Yasar A. Ozcan
Publisher : Springer
Page : 329 pages
File Size : 54,7 Mb
Release : 2014-07-01
Category : Business & Economics
ISBN : 9781489974723

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Health Care Benchmarking and Performance Evaluation by Yasar A. Ozcan Pdf

This new edition continues to emphasize the use of data envelopment analysis (DEA) to create optimization-based benchmarks within hospitals, physician group practices, health maintenance organizations, nursing homes and other health care delivery organizations. Suitable for graduate students learning DEA applications in health care as well as for practicing administrators, it is divided into two sections covering methods and applications. Section I considers efficiency evaluations using DEA; returns to scale; weight restricted (multiplier) models; non-oriented or slack-based models, including in this edition two versions of non-controllable variable models and categorical variable models; longitudinal (panel) evaluations and the effectiveness dimension of performance evaluation. A new chapter then looks at new and advanced models of DEA, including super-efficiency, congestion DEA, network DEA, and dynamic network models. Mathematical formulations of various DEA models are placed in end-of-chapter appendices. Section II then looks at health care applications within particular settings, chapter-by-chapter, including hospitals, physician practices, nursing homes and health maintenance organizations (HMOs). Other chapters then explore home health care and home health agencies; dialysis centers, community mental health centers, community-based your services, organ procurement organizations, aging agencies and dental providers; DEA models to evaluate provider performance for specific treatments, including stroke, mechanical ventilation and perioperative services. A new chapter then examines international-country-based applications of DEA in health care in 16 different countries, along with OECD and multi-country studies. Most of the existing chapters in this section were expanded with recent applications. Included with the book is online access to a learning version of DEA Solver software, written by Professor Kaoru Tone, which can solve up to 50 DMUs for various DEA models listed in the User’s Guide at the end of the book.

Performance Evaluation and Benchmarking

Raghunath Nambiar,Meikel Poess
Performance Evaluation and Benchmarking Book PDF

Author : Raghunath Nambiar,Meikel Poess
Publisher : Springer Science & Business Media
Page : 278 pages
File Size : 55,6 Mb
Release : 2009-11-05
Category : Business & Economics
ISBN : 9783642104237

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Performance Evaluation and Benchmarking by Raghunath Nambiar,Meikel Poess Pdf

This book constitutes the reviewed proceedings of the first Conference on Performance Evaluation and Benchmarking, TPCTC 2009, held in Lyon, France, August 24-28,2009. The 16 full papers and two keynote papers were carefully selected from 34 submissions. This book considers issues such as appliance, business intelligence, cloud computing, complex event processing, database performance optimizations, green computing, data compression, disaster tolerance and recovery, energy and space efficiency, hardware innovations, high speed data generation, hybrid workloads or operational data warehousing, unstructured data management, software management and maintenance, virtualization and very large memory systems

Performance Evaluation and Benchmarking

Raghunath Nambiar,Meikel Poess
Performance Evaluation and Benchmarking Book PDF

Author : Raghunath Nambiar,Meikel Poess
Publisher : Springer Nature
Page : 124 pages
File Size : 42,6 Mb
Release : 2021-08-03
Category : Computers
ISBN : 9783030849245

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Performance Evaluation and Benchmarking by Raghunath Nambiar,Meikel Poess Pdf

This book constitutes the refereed post-conference proceedings of the 12th TPC Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2020, held in August 2020.The 8 papers presented were carefully reviewed and cover the following topics: testing ACID compliance in the LDBC social network benchmark; experimental performance evaluation of stream processing engines made easy; revisiting issues in benchmarking metric selection; performance evaluation for digital transformation; experimental comparison of relational and NoSQL document systems; a framework for supporting repetition and evaluation in the process of cloud-based DBMS performance benchmarking; benchmarking AI inference; a domain independent benchmark evolution model for the transaction processing performance council.

Performance Evaluation and Benchmarking for the Analytics Era

Raghunath Nambiar,Meikel Poess
Performance Evaluation and Benchmarking for the Analytics Era Book PDF

Author : Raghunath Nambiar,Meikel Poess
Publisher : Springer
Page : 185 pages
File Size : 55,9 Mb
Release : 2018-01-02
Category : Computers
ISBN : 9783319724010

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Performance Evaluation and Benchmarking for the Analytics Era by Raghunath Nambiar,Meikel Poess Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 8th TPC Technology Conference, on Performance Evaluation and Benchmarking, TPCTC 2017, held in conjunction with the43rd International Conference on Very Large Databases (VLDB 2017) in August/September 2017. The 12 papers presented were carefully reviewed and selected from numeroussubmissions. The TPC remains committed to developing new benchmark standards to keep pace with these rapid changes in technology.

Quantitative Models for Performance Evaluation and Benchmarking

Joe Zhu
Quantitative Models for Performance Evaluation and Benchmarking Book PDF

Author : Joe Zhu
Publisher : Springer
Page : 414 pages
File Size : 51,6 Mb
Release : 2017-05-04
Category : Business & Economics
ISBN : 3319374389

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Quantitative Models for Performance Evaluation and Benchmarking by Joe Zhu Pdf

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.

Benchmarking for Performance Evaluation

Subhash C. Ray,Subal C. Kumbhakar,Pami Dua
Benchmarking for Performance Evaluation Book PDF

Author : Subhash C. Ray,Subal C. Kumbhakar,Pami Dua
Publisher : Springer
Page : 281 pages
File Size : 55,7 Mb
Release : 2015-03-25
Category : Business & Economics
ISBN : 9788132222538

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Benchmarking for Performance Evaluation by Subhash C. Ray,Subal C. Kumbhakar,Pami Dua Pdf

This book provides a detailed introduction to the theoretical and methodological foundations of production efficiency analysis using benchmarking. Two of the more popular methods of efficiency evaluation are Stochastic Frontier Analysis (SFA) and Data Envelopment Analysis (DEA), both of which are based on the concept of a production possibility set and its frontier. Depending on the assumed objectives of the decision-making unit, a Production, Cost, or Profit Frontier is constructed from observed data on input and output quantities and prices. While SFA uses different maximum likelihood estimation techniques to estimate a parametric frontier, DEA relies on mathematical programming to create a nonparametric frontier. Yet another alternative is the Convex Nonparametric Frontier, which is based on the assumed convexity of the production possibility set and creates a piecewise linear frontier consisting of a number of tangent hyper planes. Three of the papers in this volume provide a detailed and relatively easy to follow exposition of the underlying theory from neoclassical production economics and offer step-by-step instructions on the appropriate model to apply in different contexts and how to implement them. Of particular appeal are the instructions on (i) how to write the codes for different SFA models on STATA, (ii) how to write a VBA Macro for repetitive solution of the DEA problem for each production unit on Excel Solver, and (iii) how to write the codes for the Nonparametric Convex Frontier estimation. The three other papers in the volume are primarily theoretical and will be of interest to PhD students and researchers hoping to make methodological and conceptual contributions to the field of nonparametric efficiency analysis.

Quantitative Models for Performance Evaluation and Benchmarking

Joe Zhu
Quantitative Models for Performance Evaluation and Benchmarking Book PDF

Author : Joe Zhu
Publisher : Springer Science & Business Media
Page : 336 pages
File Size : 43,7 Mb
Release : 2008-10-20
Category : Business & Economics
ISBN : 9780387859828

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Quantitative Models for Performance Evaluation and Benchmarking by Joe Zhu Pdf

Managers are often under great pressure to improve the performance of their organizations. To improve performance, one needs to constantly evaluate operations or processes related to producing products, providing services, and marketing and selling products. Performance evaluation and benchmarking are a widely used method to identify and adopt best practices as a means to improve performance and increase productivity, and are particularly valuable when no objective or engineered standard is available to define efficient and effective performance. For this reason, benchmarking is often used in managing service operations, because service standards (benchmarks) are more difficult to define than manufacturing standards. Benchmarks can be established but they are somewhat limited as they work with single measurements one at a time. It is difficult to evaluate an organization’s performance when there are multiple inputs and outputs to the system. The difficulties are further enhanced when the relationships between the inputs and the outputs are complex and involve unknown tradeoffs. It is critical to show benchmarks where multiple measurements exist. The current book introduces the methodology of data envelopment analysis (DEA) and its uses in performance evaluation and benchmarking under the context of multiple performance measures.

Performance Evaluation and Benchmarking

Raghunath Nambiar,Meikel Poess
Performance Evaluation and Benchmarking Book PDF

Author : Raghunath Nambiar,Meikel Poess
Publisher : Springer Science & Business Media
Page : 244 pages
File Size : 46,5 Mb
Release : 2011-01-25
Category : Business & Economics
ISBN : 9783642182051

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Performance Evaluation and Benchmarking by Raghunath Nambiar,Meikel Poess Pdf

This book constitutes the proceedings of the Second Technology Conference on Performance Evaluation and Benchmarking, TPCTC 2010, held in conjunction with the 36th International Conference on Very Large Data Bases, VLDB 2010, in Singapore, September 13-17, 2010. The 14 full papers and two keynote papers were carefully selected and reviewed from numerous submissions. This book considers issues such as appliance; business intelligence; cloud computing; complex event processing; database optimizations; data compression; energy and space efficiency, green computing; hardware innovations; high speed data generation; hybrid workloads; very large memory systems; and virtualization.

Performance Evaluation and Benchmarking with Realistic Applications

Rudolf Eigenmann
Performance Evaluation and Benchmarking with Realistic Applications Book PDF

Author : Rudolf Eigenmann
Publisher : MIT Press
Page : 316 pages
File Size : 42,7 Mb
Release : 2001
Category : Business & Economics
ISBN : 0262050668

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Performance Evaluation and Benchmarking with Realistic Applications by Rudolf Eigenmann Pdf

The book discusses rationales for creating and updating benchmarks, the use of benchmarks in academic research, benchmarking methodologies, the relation of SPEC benchmarks to other benchmarking activities, shortcomings of current benchmarks, and the need for further benchmarking efforts. Performance evaluation and benchmarking are of concern to all computer-related disciplines. A benchmark is a standard program or set of programs that can be run on different computers to give an accurate measure of their performance. This book covers a variety of aspects of computer performance evaluation, with a focus on Standard Performance Evaluation Corporation (SPEC) benchmarks. SPEC is a nonprofit organization whose members represent industry, academia, and other organizations. The book discusses rationales for creating and updating benchmarks, the use of benchmarks in academic research, benchmarking methodologies, the relation of SPEC benchmarks to other benchmarking activities, shortcomings of current benchmarks, and the need for further benchmarking efforts. Contributors Brian Armstrong, Frederica Darema, Edward S. Davidson, Sylvia Dieckmann, Jozo J. Dujmovic, Rudolf Eigenmann, J. Kelly Flanagan, Greg Gaertner, Jonathan Geisler, John Gustafson, Urs Hölzle, Shih-Hao Hung, Kathryn S. McKinley, Reinhard Riedl, Faisal Saied, Frank Sorenson, Mark Straka, Valerie Taylor, Olivier Temam, Rajat Todi, Reinhold Weicker

Health Care Benchmarking and Performance Evaluation

Yasar A. Ozcan
Health Care Benchmarking and Performance Evaluation Book PDF

Author : Yasar A. Ozcan
Publisher : Springer Science & Business Media
Page : 217 pages
File Size : 40,6 Mb
Release : 2007-12-08
Category : Business & Economics
ISBN : 9780387754482

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Health Care Benchmarking and Performance Evaluation by Yasar A. Ozcan Pdf

Hugely relevant in today’s world of healthcare performance management, this comprehensive work applies the analytical framework of Data Envelopment Analysis methodology to provide health care administrators with specific tools for performance evaluation. Most important, the book provides health care practitioners and administrators with information of what is lacking in specific aspects of performance and then outlines the ways how these performance inadequacies can be improved.

Measuring Performance and Benchmarking Project Management at the Department of Energy

National Research Council,Division on Engineering and Physical Sciences,Board on Infrastructure and the Constructed Environment,Committee for Oversight and Assessment of U.S. Department of Energy Project Management
Measuring Performance and Benchmarking Project Management at the Department of Energy Book PDF

Author : National Research Council,Division on Engineering and Physical Sciences,Board on Infrastructure and the Constructed Environment,Committee for Oversight and Assessment of U.S. Department of Energy Project Management
Publisher : National Academies Press
Page : 52 pages
File Size : 44,6 Mb
Release : 2005-08-01
Category : Transportation
ISBN : 9780309181761

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Measuring Performance and Benchmarking Project Management at the Department of Energy by National Research Council,Division on Engineering and Physical Sciences,Board on Infrastructure and the Constructed Environment,Committee for Oversight and Assessment of U.S. Department of Energy Project Management Pdf

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.

Systems Benchmarking

Samuel Kounev,Klaus-Dieter Lange,Jóakim von Kistowski
Systems Benchmarking Book PDF

Author : Samuel Kounev,Klaus-Dieter Lange,Jóakim von Kistowski
Publisher : Springer
Page : 427 pages
File Size : 51,5 Mb
Release : 2021-08-29
Category : Computers
ISBN : 3030417077

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Systems Benchmarking by Samuel Kounev,Klaus-Dieter Lange,Jóakim von Kistowski Pdf

This book serves as both a textbook and handbook on the benchmarking of systems and components used as building blocks of modern information and communication technology applications. It provides theoretical and practical foundations as well as an in-depth exploration of modern benchmarks and benchmark development. The book is divided into two parts: foundations and applications. The first part introduces the foundations of benchmarking as a discipline, covering the three fundamental elements of each benchmarking approach: metrics, workloads, and measurement methodology. The second part focuses on different application areas, presenting contributions in specific fields of benchmark development. These contributions address the unique challenges that arise in the conception and development of benchmarks for specific systems or subsystems, and demonstrate how the foundations and concepts in the first part of the book are being used in existing benchmarks. Further, the book presents a number of concrete applications and case studies based on input from leading benchmark developers from consortia such as the Standard Performance Evaluation Corporation (SPEC) and the Transaction Processing Performance Council (TPC). Providing both practical and theoretical foundations, as well as a detailed discussion of modern benchmarks and their development, the book is intended as a handbook for professionals and researchers working in areas related to benchmarking. It offers an up-to-date point of reference for existing work as well as latest results, research challenges, and future research directions. It also can be used as a textbook for graduate and postgraduate students studying any of the many subjects related to benchmarking. While readers are assumed to be familiar with the principles and practices of computer science, as well as software and systems engineering, no specific expertise in any subfield of these disciplines is required.

Performance Management

Asbjørn Rolstadås
Performance Management Book PDF

Author : Asbjørn Rolstadås
Publisher : Springer Science & Business Media
Page : 394 pages
File Size : 45,6 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9789401112123

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Performance Management by Asbjørn Rolstadås Pdf

This book serves as a textbook for an introductory course on performance management. It gives an overview over various aspects of managing performance of the modem enterprise by focusing on performance evaluation and measurement and performance improvement techniques. Most of the material is based on a thorough literature search and an extensive reference list has been included. The book has been sponsored by the Norwegian productivity research program TOPP and by the COMETT program of the European Community Commission. It has been applied as the text for a continuing education course both within TOPP and the COMETT project APECE. It will also serve as part of a course material for a master's degree in technology management. The book is aimed at an audience of business and technology oriented personnel at middle and higher management level in manufacturing industry. At the same time it is suitable as a textbook for business and engineering schools and colleges. is organized in five parts discussing productivity and The book performance, performance planning, performance review, performance improvement and performance influencing factors. The authors have worked closely together to obtain a well coordinated text without overlap. They have provided a draft. This draft has been circulated for comments amongst the authors and amongst external experts. Based on their input the manuscript has been revised. Eivald RfI}ren and Einar Printz Moe, chairman of the board and program manager for the TOPP research program respectively, have also provided valuable input to the book.

Performance Evaluation and Benchmarking of Intelligent Systems

Raj Madhavan,Edward Tunstel,Elena Messina
Performance Evaluation and Benchmarking of Intelligent Systems Book PDF

Author : Raj Madhavan,Edward Tunstel,Elena Messina
Publisher : Springer Science & Business Media
Page : 351 pages
File Size : 40,6 Mb
Release : 2010-04-29
Category : Computers
ISBN : 9781441904935

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Performance Evaluation and Benchmarking of Intelligent Systems by Raj Madhavan,Edward Tunstel,Elena Messina Pdf

To design and develop capable, dependable, and affordable intelligent systems, their performance must be measurable. Scienti?c methodologies for standardization and benchmarking are crucial for quantitatively evaluating the performance of eme- ing robotic and intelligent systems’ technologies. There is currently no accepted standard for quantitatively measuring the performance of these systems against user-de?ned requirements; and furthermore, there is no consensus on what obj- tive evaluation procedures need to be followed to understand the performance of these systems. The lack of reproducible and repeatable test methods has precluded researchers working towards a common goal from exchanging and communic- ing results, inter-comparing system performance, and leveraging previous work that could otherwise avoid duplication and expedite technology transfer. Currently, this lack of cohesion in the community hinders progress in many domains, such as m- ufacturing, service, healthcare, and security. By providing the research community with access to standardized tools, reference data sets, and open source libraries of solutions, researchers and consumers will be able to evaluate the cost and be- ?ts associated with intelligent systems and associated technologies. In this vein, the edited book volume addresses performance evaluation and metrics for intel- gent systems, in general, while emphasizing the need and solutions for standardized methods. To the knowledge of the editors, there is not a single book on the market that is solely dedicated to the subject of performance evaluation and benchmarking of intelligent systems.