Workload Sensitive Timing Behavior Anomaly Detection In Large Software Systems

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Workload-sensitive Timing Behavior Analysis for Fault Localization in Software Systems

Author : Matthias Rohr
Publisher : BoD – Books on Demand
ISBN 13 : 3734745160
Total Pages : 233 pages
Book Rating : 4.7/5 (347 download)

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Book Synopsis Workload-sensitive Timing Behavior Analysis for Fault Localization in Software Systems by : Matthias Rohr

Download or read book Workload-sensitive Timing Behavior Analysis for Fault Localization in Software Systems written by Matthias Rohr and published by BoD – Books on Demand. This book was released on 2015-02-09 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software timing behavior measurements, such as response times, often show high statistical variance. This variance can make the analysis difficult or even threaten the applicability of statistical techniques. This thesis introduces a method for improving the analysis of software response time measurements that show high variance. Our approach can find relations between timing behavior variance and both trace shape information and workload intensity information. This relation is used to provide timing behavior measurements with virtually less variance. This can make timing behavior analysis more robust (e.g., improved confidence and precision) and faster (e.g., less simulation runs and shorter monitoring period). The thesis contributes TracSTA (Trace-Context-Sensitive Timing Behavior Analysis) and WiSTA (Workload-Intensity-Sensitive Timing Behavior Analysis). TracSTA uses trace shape information (i.e., the shape of the control flow corresponding to a software operation execution) and WiSTA uses workload intensity metrics (e.g., the number of concurrent software executions) to create context-specific timing behavior profiles. Both the applicability and effectiveness are evaluated in several case studies and field studies. The evaluation shows a strong relation between timing behavior and the metrics considered by TracSTA and WiSTA. Additionally, a fault localization approach for enterprise software systems is presented as application scenario. It uses the timing behavior data provided by TracSTA and WiSTA for anomaly detection.

Model-Driven Online Capacity Management for Component-Based Software Systems

Author : André van Hoorn
Publisher : BoD – Books on Demand
ISBN 13 : 3735751180
Total Pages : 362 pages
Book Rating : 4.7/5 (357 download)

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Book Synopsis Model-Driven Online Capacity Management for Component-Based Software Systems by : André van Hoorn

Download or read book Model-Driven Online Capacity Management for Component-Based Software Systems written by André van Hoorn and published by BoD – Books on Demand. This book was released on 2014-10-15 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Capacity management is a core activity when designing and operating distributed software systems. Particularly, enterprise application systems are exposed to highly varying workloads. Employing static capacity management, this leads to unnecessarily high total cost of ownership due to poor resource usage efficiency. This thesis introduces a model-driven online capacity management approach for distributed component-based software systems, called SLAstic. The core contributions of this approach are a) modeling languages to capture relevant architectural information about a controlled software system, b) an architecture-based online capacity management framework based on the common MAPE-K control loop architecture, c) model-driven techniques supporting the automation of the approach, d) architectural runtime reconfiguration operations for controlling a system’s capacity, as well as e) an integration of the Palladio Component Model. A qualitative and quantitative evaluation of the approach is performed by case studies, lab experiments, and simulation.

Performance Evaluation: Metrics, Models and Benchmarks

Author : Samuel Kounev
Publisher : Springer
ISBN 13 : 3540698140
Total Pages : 331 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Performance Evaluation: Metrics, Models and Benchmarks by : Samuel Kounev

Download or read book Performance Evaluation: Metrics, Models and Benchmarks written by Samuel Kounev and published by Springer. This book was released on 2008-06-29 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Author : Samuel Kounev
Publisher : Springer
ISBN 13 : 9783540865971
Total Pages : 323 pages
Book Rating : 4.8/5 (659 download)

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Book Synopsis Performance Evaluation: Metrics, Models and Benchmarks by : Samuel Kounev

Download or read book Performance Evaluation: Metrics, Models and Benchmarks written by Samuel Kounev and published by Springer. This book was released on 2009-08-29 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Big Data Security

Author : Shibakali Gupta
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110606054
Total Pages : 158 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Big Data Security by : Shibakali Gupta

Download or read book Big Data Security written by Shibakali Gupta and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-10-08 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: After a short description of the key concepts of big data the book explores on the secrecy and security threats posed especially by cloud based data storage. It delivers conceptual frameworks and models along with case studies of recent technology.

Critical Infrastructure Protection VIII

Author : Jonathan Butts
Publisher : Springer
ISBN 13 : 366245355X
Total Pages : 277 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Critical Infrastructure Protection VIII by : Jonathan Butts

Download or read book Critical Infrastructure Protection VIII written by Jonathan Butts and published by Springer. This book was released on 2014-10-10 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: The information infrastructure - comprising computers, embedded devices, networks and software systems - is vital to day-to-day operations in every sector: information and telecommunications, banking and finance, energy, chemicals and hazardous materials, agriculture, food, water, public health, emergency services, transportation, postal and shipping, government and defense. Global business and industry, governments, indeed society itself, cannot function effectively if major components of the critical information infrastructure are degraded, disabled or destroyed. Critical Infrastructure Protection VIII describes original research results and innovative applications in the interdisciplinary field of critical infrastructure protection. Also, it highlights the importance of weaving science, technology and policy in crafting sophisticated, yet practical, solutions that will help secure information, computer and network assets in the various critical infrastructure sectors. Areas of coverage include: control systems security, infrastructure security, infrastructure modeling and simulation, risk and impact assessment, and advanced techniques. This book is the eighth volume in the annual series produced by the International Federation for Information Processing (IFIP) Working Group 11.10 on Critical Infrastructure Protection, an international community of scientists, engineers, practitioners and policy makers dedicated to advancing research, development and implementation efforts focused on infrastructure protection. The book contains a selection of seventeen edited papers from the 8th Annual IFIP WG 11.10 International Conference on Critical Infrastructure Protection, held at SRI International, Arlington, Virginia, DC, USA in the spring of 2014. Critical Infrastructure Protection VIII is an important resource for researchers, faculty members and graduate students, as well as for policy makers, practitioners and other individuals with interests in homeland security.

Cloud Security: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522581774
Total Pages : 2260 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Cloud Security: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Cloud Security: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-04-01 with total page 2260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cloud computing has experienced explosive growth and is expected to continue to rise in popularity as new services and applications become available. As with any new technology, security issues continue to be a concern, and developing effective methods to protect sensitive information and data on the cloud is imperative. Cloud Security: Concepts, Methodologies, Tools, and Applications explores the difficulties and challenges of securing user data and information on cloud platforms. It also examines the current approaches to cloud-based technologies and assesses the possibilities for future advancements in this field. Highlighting a range of topics such as cloud forensics, information privacy, and standardization and security in the cloud, this multi-volume book is ideally designed for IT specialists, web designers, computer engineers, software developers, academicians, researchers, and graduate-level students interested in cloud computing concepts and security.

Computer Safety, Reliability, and Security

Author : Amund Skavhaug
Publisher : Springer
ISBN 13 : 3319454773
Total Pages : 324 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Computer Safety, Reliability, and Security by : Amund Skavhaug

Download or read book Computer Safety, Reliability, and Security written by Amund Skavhaug and published by Springer. This book was released on 2016-09-06 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 35th International Conference on Computer Safety, Reliability, and Security, SAFECOMP 2016, held in Trondheim, Norway, in September 2016. The 24 revised full papers presented were carefully reviewed and selected from 71 submissions. The papers are organized in topical sections on fault injection, safety assurance, formal verification, automotive, anomaly detection and resilience, cyber security, fault trees, and safety analysis.

Advancing Cyber Security Through Quantum Cryptography

Author : Chaubey, Nirbhay Kumar
Publisher : IGI Global
ISBN 13 :
Total Pages : 596 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Advancing Cyber Security Through Quantum Cryptography by : Chaubey, Nirbhay Kumar

Download or read book Advancing Cyber Security Through Quantum Cryptography written by Chaubey, Nirbhay Kumar and published by IGI Global. This book was released on 2024-10-23 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the increasing power of computing, cybersecurity faces mounting threats, making digital systems more vulnerable to attacks. While modern cryptography used to be compelling, it now shows vulnerabilities against rapidly growing computational capabilities. Therefore, robust security solutions have become urgent in this precarious landscape. Advancing Cyber Security Through Quantum Cryptography is a book that can guide us through the turbulent waters of cybersecurity and quantum cryptography. It offers a panoramic view of current affairs, insightful analyses, illuminating case studies, and meticulous exploration of challenges and opportunities. Through this book, readers can gain knowledge and navigate this complex terrain. It delves into critical areas where quantum cryptography can fortify cybersecurity defenses, such as secure communications, e-commerce, and quantum internet.

Integration of AI, Quantum Computing, and Semiconductor Technology

Author : Mishra, Brojo Kishore
Publisher : IGI Global
ISBN 13 :
Total Pages : 534 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Integration of AI, Quantum Computing, and Semiconductor Technology by : Mishra, Brojo Kishore

Download or read book Integration of AI, Quantum Computing, and Semiconductor Technology written by Mishra, Brojo Kishore and published by IGI Global. This book was released on 2024-10-29 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: The integration of artificial intelligence (AI), quantum computing, and semiconductor technology offers improved innovation to redefine computational power and capabilities. As AI drives advances in machine learning and data processing, quantum computing revolutionizes problem-solving with its ability to handle complex calculations at improved speeds. Advancements in semiconductor technology push the limits of processing efficiency and miniaturization. Continued exploration on this convergence may accelerate breakthroughs in various fields such as cryptography, material science, and healthcare. Integration of AI, Quantum Computing, and Semiconductor Technology explores the intersection of artificial intelligence (AI) and semiconductor technology within the context of quantum computing. It offers a comprehensive analysis of the current advancements, challenges, and potential applications resulting from this convergence. This book covers topics such as cyber security, healthcare monitoring, and machine learning, and is a useful resource for computer engineers, energy scientists, business owners, healthcare administrators, environmental scientists, academicians, and researchers.

Advances in Condition Monitoring and Structural Health Monitoring

Author : Len Gelman
Publisher : Springer Nature
ISBN 13 : 9811591997
Total Pages : 759 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Condition Monitoring and Structural Health Monitoring by : Len Gelman

Download or read book Advances in Condition Monitoring and Structural Health Monitoring written by Len Gelman and published by Springer Nature. This book was released on 2021-02-02 with total page 759 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises the selected contributions from the 2nd World Congress on Condition Monitoring (WCCM 2019), held in Singapore in December 2019. The contents focus on digitalisation for condition monitoring with the emergence of the fourth industrial revolution (Industry 4.0) and the Industrial Internet-of-Things (IIoT). The book covers latest research findings in the areas of condition monitoring, structural health monitoring, and non-destructive testing which are relevant for many sectors including aerospace, automotive, civil, oil and gas, marine, and manufacturing industries. Different monitoring systems and non-destructive testing methods are discussed to avoid failures, increase lifespans, and reduce maintenance costs of equipment and machinery. The broad scope of the contents will make this book interesting for academics and professionals working in the areas of non-destructive evaluation and condition monitoring.

Dissertation Abstracts International

Author :
Publisher :
ISBN 13 :
Total Pages : 980 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Dissertation Abstracts International by :

Download or read book Dissertation Abstracts International written by and published by . This book was released on 2008 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt:

UML 2 and the Unified Process

Author : Jim Arlow
Publisher : Pearson Education
ISBN 13 : 0132702630
Total Pages : 769 pages
Book Rating : 4.1/5 (327 download)

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Book Synopsis UML 2 and the Unified Process by : Jim Arlow

Download or read book UML 2 and the Unified Process written by Jim Arlow and published by Pearson Education. This book was released on 2005-06-27 with total page 769 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book manages to convey the practical use of UML 2 in clear and understandable terms with many examples and guidelines. Even for people not working with the Unified Process, the book is still of great use. UML 2 and the Unified Process, Second Edition is a must-read for every UML 2 beginner and a helpful guide and reference for the experienced practitioner." --Roland Leibundgut, Technical Director, Zuehlke Engineering Ltd. "This book is a good starting point for organizations and individuals who are adopting UP and need to understand how to provide visualization of the different aspects needed to satisfy it. " --Eric Naiburg, Market Manager, Desktop Products, IBM Rational Software This thoroughly revised edition provides an indispensable and practical guide to the complex process of object-oriented analysis and design using UML 2. It describes how the process of OO analysis and design fits into the software development lifecycle as defined by the Unified Process (UP). UML 2 and the Unified Process contains a wealth of practical, powerful, and useful techniques that you can apply immediately. As you progress through the text, you will learn OO analysis and design techniques, UML syntax and semantics, and the relevant aspects of the UP. The book provides you with an accurate and succinct summary of both UML and UP from the point of view of the OO analyst and designer. This book provides Chapter roadmaps, detailed diagrams, and margin notes allowing you to focus on your needs Outline summaries for each chapter, making it ideal for revision, and a comprehensive index that can be used as a reference New to this edition: Completely revised and updated for UML 2 syntax Easy to understand explanations of the new UML 2 semantics More real-world examples A new section on the Object Constraint Language (OCL) Introductory material on the OMG's Model Driven Architecture (MDA) The accompanying website provides A complete example of a simple e-commerce system Open source tools for requirements engineering and use case modeling Industrial-strength UML course materials based on the book

Workload Modeling for Computer Systems Performance Evaluation

Author : Dror G. Feitelson
Publisher : Cambridge University Press
ISBN 13 : 1107078237
Total Pages : 569 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Workload Modeling for Computer Systems Performance Evaluation by : Dror G. Feitelson

Download or read book Workload Modeling for Computer Systems Performance Evaluation written by Dror G. Feitelson and published by Cambridge University Press. This book was released on 2015-03-23 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book for experts and practitioners, emphasizing the intuition and reasoning behind definitions and derivations related to evaluating computer systems performance.

ACM SIGPLAN Notices

Author :
Publisher :
ISBN 13 :
Total Pages : 754 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis ACM SIGPLAN Notices by :

Download or read book ACM SIGPLAN Notices written by and published by . This book was released on 2004-09 with total page 754 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Business Process Management

Author : Mathias Weske
Publisher : Springer
ISBN 13 : 3319986481
Total Pages : 526 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Business Process Management by : Mathias Weske

Download or read book Business Process Management written by Mathias Weske and published by Springer. This book was released on 2018-08-31 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 16th International Conference on Business Process Management, BPM 2018, held in Sydney, Australia, in September 2018. The 27 papers presented in this volume were carefully reviewed and selected from 140 submissions. They were organized in topical sections named: reflections on BPM; concepts and methods in business process modeling and analysis; foundations of process discovery; alignments and conformance checking; process model analysis and machine learning; digital process innovation; and method analysis and selection.

Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799853403
Total Pages : 2700 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing by : Management Association, Information Resources

Download or read book Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-01-25 with total page 2700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed systems intertwine with our everyday lives. The benefits and current shortcomings of the underpinning technologies are experienced by a wide range of people and their smart devices. With the rise of large-scale IoT and similar distributed systems, cloud bursting technologies, and partial outsourcing solutions, private entities are encouraged to increase their efficiency and offer unparalleled availability and reliability to their users. The Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing is a vital reference source that provides valuable insight into current and emergent research occurring within the field of distributed computing. It also presents architectures and service frameworks to achieve highly integrated distributed systems and solutions to integration and efficient management challenges faced by current and future distributed systems. Highlighting a range of topics such as data sharing, wireless sensor networks, and scalability, this multi-volume book is ideally designed for system administrators, integrators, designers, developers, researchers, academicians, and students.