Experience in Building a Comparative Performance Analysis Engine for a Commercial System

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Publisher :
ISBN 13 :
Total Pages : 12 pages
Book Rating : 4.:/5 (923 download)

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Book Synopsis Experience in Building a Comparative Performance Analysis Engine for a Commercial System by : Peng Huang

Download or read book Experience in Building a Comparative Performance Analysis Engine for a Commercial System written by Peng Huang and published by . This book was released on 2015 with total page 12 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance testing is a standard practice for evolving systems to detect performance issues proactively. It samples various performance metrics that will be compared with a stable baseline to judge whether the measurement data is abnormal. This type of comparative analysis requires domain expertise, which can take experienced performance analysts days to conduct. In an effort to build an automatic solution for a leading data warehousing company to improve the comparative performance analysis efficiency, we implemented machine learning approaches proposed by existing research. But the initial result has a 86% false negative rate on average, which means the majority of performance defects would be missed. To investigate causes for this unsatisfying result, we take a step back to revisit the performance data itself and find several important data related issues that are overlooked by existing work. In this paper, we discuss in detail these issues and share our hindsights to address them. With the new learning scheme we devise, we are able to reduce the false negative rate to as low as 16% and achieve a balanced accuracy of 0.91, which enables the analysis engine to be practically adopted.

Comparative Performance Measurement

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Publisher : The Urban Insitute
ISBN 13 : 9780877667001
Total Pages : 128 pages
Book Rating : 4.6/5 (67 download)

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Book Synopsis Comparative Performance Measurement by : Elaine Morley

Download or read book Comparative Performance Measurement written by Elaine Morley and published by The Urban Insitute. This book was released on 2001 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Topics covered include scope of CPM, preparing for data collection, reporting and using CPM information.

Comparative Performance Analysis of Local Area Networks

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Publisher :
ISBN 13 :
Total Pages : 166 pages
Book Rating : 4.:/5 (282 download)

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Book Synopsis Comparative Performance Analysis of Local Area Networks by : Leonid M. Shvarzberg

Download or read book Comparative Performance Analysis of Local Area Networks written by Leonid M. Shvarzberg and published by . This book was released on 1992 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Comparative Performance Analysis of COUPL+

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Publisher :
ISBN 13 :
Total Pages : 452 pages
Book Rating : 4.:/5 (921 download)

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Book Synopsis Comparative Performance Analysis of COUPL+ by :

Download or read book Comparative Performance Analysis of COUPL+ written by and published by . This book was released on 2004 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Comparative Performance of U.S. Econometric Models

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Publisher : Oxford University Press, USA
ISBN 13 : 0195057724
Total Pages : 338 pages
Book Rating : 4.1/5 (95 download)

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Book Synopsis Comparative Performance of U.S. Econometric Models by : Lawrence Robert Klein

Download or read book Comparative Performance of U.S. Econometric Models written by Lawrence Robert Klein and published by Oxford University Press, USA. This book was released on 1991 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each year, a number of different economic groups in the USA use their own econometric models to forecast what will happen to the economy in the coming year. This volume consists of chapters by distinguished economists comparing the different models now being used.

A Comparative Performance Analysis of the American Automobile Industry

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Publisher :
ISBN 13 :
Total Pages : 109 pages
Book Rating : 4.:/5 (81 download)

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Book Synopsis A Comparative Performance Analysis of the American Automobile Industry by : Michele Hoffnung

Download or read book A Comparative Performance Analysis of the American Automobile Industry written by Michele Hoffnung and published by . This book was released on 1981 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Comparative Performance Analysis of European Date Envelopment Analysis

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Publisher :
ISBN 13 :
Total Pages : 26 pages
Book Rating : 4.:/5 (551 download)

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Book Synopsis Comparative Performance Analysis of European Date Envelopment Analysis by : Peter Nijkamp

Download or read book Comparative Performance Analysis of European Date Envelopment Analysis written by Peter Nijkamp and published by . This book was released on 2009 with total page 26 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of EHealth Evaluation

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Publisher :
ISBN 13 : 9781550586015
Total Pages : 487 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Handbook of EHealth Evaluation by : Francis Yin Yee Lau

Download or read book Handbook of EHealth Evaluation written by Francis Yin Yee Lau and published by . This book was released on 2016-11 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: To order please visit https://onlineacademiccommunity.uvic.ca/press/books/ordering/

Comparative Performance Analysis of Japanese Car Manufacturers

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Publisher :
ISBN 13 : 9783330023284
Total Pages : pages
Book Rating : 4.0/5 (232 download)

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Book Synopsis Comparative Performance Analysis of Japanese Car Manufacturers by : Onur Ünlü

Download or read book Comparative Performance Analysis of Japanese Car Manufacturers written by Onur Ünlü and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Attempt to Outperform the Market

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (112 download)

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Book Synopsis An Attempt to Outperform the Market by : Andrey Martyushov

Download or read book An Attempt to Outperform the Market written by Andrey Martyushov and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Comparative Performance Analysis of Indian Paper Companies

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Publisher :
ISBN 13 : 9783330351042
Total Pages : 96 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Comparative Performance Analysis of Indian Paper Companies by : Debabrata Sharma

Download or read book Comparative Performance Analysis of Indian Paper Companies written by Debabrata Sharma and published by . This book was released on 2017-08-29 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Place of Performance

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Publisher : Bloomsbury Publishing
ISBN 13 : 1509936203
Total Pages : 313 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Place of Performance by : Chukwuma Okoli

Download or read book Place of Performance written by Chukwuma Okoli and published by Bloomsbury Publishing. This book was released on 2020-05-28 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on author's thesis (doctoral - Universitâe de Luxembourg, 2018) issued under title: The significance of the place of performance in commercial contracts under the European Union choice of law rules

Contractual Performance and COVID-19

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Publisher : Kluwer Law International B.V.
ISBN 13 : 9403526343
Total Pages : 610 pages
Book Rating : 4.4/5 (35 download)

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Book Synopsis Contractual Performance and COVID-19 by : Franz Schwarz

Download or read book Contractual Performance and COVID-19 written by Franz Schwarz and published by Kluwer Law International B.V.. This book was released on 2021-11-25 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the COVID-19 pandemic continues to take its toll, contractual parties have frequently faced significant obstacles in performing their contractual obligations due to unexpected impediments arising from the pandemic and government measures taken in response. This indispensable book – the most comprehensive comparative examination of the impact of the COVID-19 pandemic on contractual performance – discusses the legal provisions and doctrines available to address these issues. The book examines under what circumstances COVID-19-related impediments may excuse contractual performance or lead to modification or termination of the affected contractual obligations in twelve representative civil and common law jurisdictions – the United States, England and Wales, Singapore, Brazil, Germany, France, Switzerland, Austria, Hong Kong, Costa Rica, China, and Russia. For each country, the book examines the following aspects in depth: the relevant fundamental legal principles; the various legal emergency valves available to an obligor to respond to COVID-19-related events; any remedies available to the obligee; selected examples for specific government measures related to particular types of contracts (e.g., construction, employment, lease agreements); and how the legal framework applies in typical factual scenarios. As further legal and factual developments occur, and with further jurisdictions being added, this publication will continue to be updated both online and in print. The book provides a detailed explanation under what conditions the emergency valves specific to each jurisdiction may apply. It cuts through the seeming complexity of the various legal rules and doctrines in these jurisdictions and shows that they often produce similar results in practice. The book thus opens up a wealth of insights for businesses, practitioners, and academics around the globe by providing an easily accessible analytical framework across key jurisdictions and typical factual scenarios. ‘Definitely mandatory reading for practitioners and academics alike!’ –Klaus Peter Berger, University of Cologne ‘Everyone who has had or is likely to have a brush with a COVID-19-induced legal issue would be well advised to keep this book within arm’s reach.’ – Davinder Singh, Davinder Singh Chambers LLC, Singapore ‘The “holy book” for all those lawyers whose clients become ensnared in the rising attempts to fix legal liability midst the rampant COVID-19.’ – Charles Brower, Twenty Essex, London

Comparative Performance Analysis of Jancey's K-Mean Clustering Algorithm Based on the Initial Configuration Employed

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ISBN 13 :
Total Pages : 132 pages
Book Rating : 4.:/5 (211 download)

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Book Synopsis Comparative Performance Analysis of Jancey's K-Mean Clustering Algorithm Based on the Initial Configuration Employed by : S. Denise Rhodes

Download or read book Comparative Performance Analysis of Jancey's K-Mean Clustering Algorithm Based on the Initial Configuration Employed written by S. Denise Rhodes and published by . This book was released on 1989 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent and Fuzzy Techniques: Smart and Innovative Solutions

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Publisher : Springer Nature
ISBN 13 : 3030511561
Total Pages : 1701 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Intelligent and Fuzzy Techniques: Smart and Innovative Solutions by : Cengiz Kahraman

Download or read book Intelligent and Fuzzy Techniques: Smart and Innovative Solutions written by Cengiz Kahraman and published by Springer Nature. This book was released on 2020-07-10 with total page 1701 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the most recent developments in fuzzy & intelligence systems and real complex systems presented at INFUS 2020, held in Istanbul on July 21–23, 2020. The INFUS conferences are a well-established international research forum to advance the foundations and applications of intelligent and fuzzy systems, computational intelligence, and soft computing, highlighting studies on fuzzy & intelligence systems and real complex systems at universities and international research institutions. Covering a range of topics, including the theory and applications of fuzzy set extensions such as intuitionistic fuzzy sets, hesitant fuzzy sets, spherical fuzzy sets, and fuzzy decision-making; machine learning; risk assessment; heuristics; and clustering, the book is a valuable resource for academics, M.Sc. and Ph.D. students, as well as managers and engineers in industry and the service sectors.

Comparative Performance Analysis of Wideband and Narrowband Spectral Estimation Algorithms

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (223 download)

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Book Synopsis Comparative Performance Analysis of Wideband and Narrowband Spectral Estimation Algorithms by : Chin Chuang Tan

Download or read book Comparative Performance Analysis of Wideband and Narrowband Spectral Estimation Algorithms written by Chin Chuang Tan and published by . This book was released on 1991 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Performance Management for the Oil, Gas, and Process Industries

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Publisher : Gulf Professional Publishing
ISBN 13 : 0128104473
Total Pages : 742 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Performance Management for the Oil, Gas, and Process Industries by : Robert Bruce Hey

Download or read book Performance Management for the Oil, Gas, and Process Industries written by Robert Bruce Hey and published by Gulf Professional Publishing. This book was released on 2017-04-06 with total page 742 pages. Available in PDF, EPUB and Kindle. Book excerpt: Performance Management for the Oil, Gas, and Process Industries: A Systems Approach is a practical guide on the business cycle and techniques to undertake step, episodic, and breakthrough improvement in performance to optimize operating costs. Like many industries, the oil, gas, and process industries are coming under increasing pressure to cut costs due to ongoing construction of larger, more integrated units, as well as the application of increasingly stringent environmental policies. Focusing on the ‘value adder’ or ‘revenue generator’ core system and the company direction statement, this book describes a systems approach which assures significant sustainable improvements in the business and operational performance specific to the oil, gas, and process industries. The book will enable the reader to: utilize best practice principles of good governance for long term performance enhancement; identify the most significant performance indicators for overall business improvement; apply strategies to ensure that targets are met in agreed upon time frames. Describes a systems approach which assures significant sustainable improvements in the business and operational performance specific to the oil, gas, and process industries Helps readers set appropriate and realistic short-term/ long-term targets with a pre-built facility health checker Elucidates the relationship between PSM, OHS, and Asset Integrity with an increased emphasis on behavior-based safety Discusses specific oil and gas industry issues and examples such as refinery and gas plant performance initiatives and hydrocarbon accounting