Architecture Aware Online Failure Prediction For Software Systems

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Architecture-Aware Online Failure Prediction for Software Systems

Author : Teerat Pitakrat
Publisher : BoD – Books on Demand
ISBN 13 : 3752876514
Total Pages : 278 pages
Book Rating : 4.7/5 (528 download)

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Book Synopsis Architecture-Aware Online Failure Prediction for Software Systems by : Teerat Pitakrat

Download or read book Architecture-Aware Online Failure Prediction for Software Systems written by Teerat Pitakrat and published by BoD – Books on Demand. This book was released on 2018-06-19 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Failures at runtime in complex software systems are inevitable because these systems usually contain a large number of components. Having all components working perfectly at the same time is, if at all possible, very difficult. Hardware components can fail and software components can still have hidden faults waiting to be triggered at runtime and cause the system to fail. This dissertation proposes an architecture-aware online failure prediction approach, called Hora. The Hora approach improves online failure prediction by combining the results of failure prediction with the architectural knowledge about the system. The task of failure prediction is split into predicting the failure of each individual component, in contrast to predicting the whole system failure. Suitable prediction techniques can be employed for different types of components. The architectural knowledge is used to deduce the dependencies between components which can reflect how a failure of one component can affect the others. The failure prediction and the component dependencies are combined into one model which employs Bayesian network theory to represent failure propagation. The combined model is continuously updated at runtime and makes predictions for individual components, as well as inferring their effects on other components and the whole system.

Safety and Security of Cyber-Physical Systems

Author : Frank J. Furrer
Publisher : Springer Nature
ISBN 13 : 365837182X
Total Pages : 559 pages
Book Rating : 4.6/5 (583 download)

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Book Synopsis Safety and Security of Cyber-Physical Systems by : Frank J. Furrer

Download or read book Safety and Security of Cyber-Physical Systems written by Frank J. Furrer and published by Springer Nature. This book was released on 2022-07-20 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-physical systems (CPSs) consist of software-controlled computing devices communicating with each other and interacting with the physical world through sensors and actuators. Because most of the functionality of a CPS is implemented in software, the software is of crucial importance for the safety and security of the CPS. This book presents principle-based engineering for the development and operation of dependable software. The knowledge in this book addresses organizations that want to strengthen their methodologies to build safe and secure software for mission-critical cyber-physical systems. The book: • Presents a successful strategy for the management of vulnerabilities, threats, and failures in mission-critical cyber-physical systems; • Offers deep practical insight into principle-based software development (62 principles are introduced and cataloged into five categories: Business & organization, general principles, safety, security, and risk management principles); • Provides direct guidance on architecting and operating dependable cyber-physical systems for software managers and architects.

HPI Future SOC Lab – Proceedings 2019

Author : Christoph Meinel
Publisher : Universitätsverlag Potsdam
ISBN 13 : 3869565640
Total Pages : 320 pages
Book Rating : 4.8/5 (695 download)

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Book Synopsis HPI Future SOC Lab – Proceedings 2019 by : Christoph Meinel

Download or read book HPI Future SOC Lab – Proceedings 2019 written by Christoph Meinel and published by Universitätsverlag Potsdam. This book was released on 2024-06-28 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: EN The “HPI Future SOC Lab” is a cooperation of the Hasso Plattner Institute (HPI) and industry partners. Its mission is to enable and promote exchange and interaction between the research community and the industry partners. The HPI Future SOC Lab provides researchers with free of charge access to a complete infrastructure of state of the art hard and software. This infrastructure includes components, which might be too expensive for an ordinary research environment, such as servers with up to 64 cores and 2 TB main memory. The offerings address researchers particularly from but not limited to the areas of computer science and business information systems. Main areas of research include cloud computing, parallelization, and In-Memory technologies. This technical report presents results of research projects executed in 2019. Selected projects have presented their results on April 9th and November 12th 2019 at the Future SOC Lab Day events. DE Das Future SOC Lab am HPI ist eine Kooperation des Hasso-Plattner-Instituts mit verschiedenen Industriepartnern. Seine Aufgabe ist die Ermöglichung und Förderung des Austausches zwischen Forschungsgemeinschaft und Industrie. Am Lab wird interessierten Wissenschaftlern eine Infrastruktur von neuester Hard- und Software kostenfrei für Forschungszwecke zur Verfügung gestellt. Dazu zählen teilweise noch nicht am Markt verfügbare Technologien, die im normalen Hochschulbereich in der Regel nicht zu finanzieren wären, bspw. Server mit bis zu 64 Cores und 2 TB Hauptspeicher. Diese Angebote richten sich insbesondere an Wissenschaftler in den Gebieten Informatik und Wirtschaftsinformatik. Einige der Schwerpunkte sind Cloud Computing, Parallelisierung und In-Memory Technologien. In diesem Technischen Bericht werden die Ergebnisse der Forschungsprojekte des Jahres 2019 vorgestellt. Ausgewählte Projekte stellten ihre Ergebnisse am 09. April und 12. November 2019 im Rahmen des Future SOC Lab Tags vor.

HPI Future SOC Lab – Proceedings 2018

Author : Kaushik Rana
Publisher : Universitätsverlag Potsdam
ISBN 13 : 3869565470
Total Pages : 290 pages
Book Rating : 4.8/5 (695 download)

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Book Synopsis HPI Future SOC Lab – Proceedings 2018 by : Kaushik Rana

Download or read book HPI Future SOC Lab – Proceedings 2018 written by Kaushik Rana and published by Universitätsverlag Potsdam. This book was released on 2023-06-06 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: The “HPI Future SOC Lab” is a cooperation of the Hasso Plattner Institute (HPI) and industry partners. Its mission is to enable and promote exchange and interaction between the research community and the industry partners. The HPI Future SOC Lab provides researchers with free of charge access to a complete infrastructure of state of the art hard and software. This infrastructure includes components, which might be too expensive for an ordinary research environment, such as servers with up to 64 cores and 2 TB main memory. The offerings address researchers particularly from but not limited to the areas of computer science and business information systems. Main areas of research include cloud computing, parallelization, and In-Memory technologies. This technical report presents results of research projects executed in 2018. Selected projects have presented their results on April 17th and November 14th 2017 at the Future SOC Lab Day events.

Proceedings of the Fourth International Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2023)

Author : C. Kiran Mai
Publisher : Springer Nature
ISBN 13 : 946463314X
Total Pages : 402 pages
Book Rating : 4.4/5 (646 download)

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Book Synopsis Proceedings of the Fourth International Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2023) by : C. Kiran Mai

Download or read book Proceedings of the Fourth International Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2023) written by C. Kiran Mai and published by Springer Nature. This book was released on 2024-01-22 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.The Department of Computer Science & Engineering, VNR VJIET, successfully organized a 2-Day International e-Conference “International Conference on Advances in Computer Engineering and Communication Systems (ICACECS)" (ICACECS-2020, ICACECS-2021 and ICACECS-2022) consecutively for 3 years. This conference is conducted in association with “ Atlantis Highlights in Computer Science (AHCS) , Atlantis Press(part of Springer Nature) ” the publication partner and technically sponsored by Computer Society of India (CSI). Every year there was an overwhelming response from researchers around the globe publishing their research contributions in “Smart Innovations in Mezzanine Technologies, Data Analytics, Networks and Communication Systems” - the theme of the conference. Continuing this legacy, the international e-conference ICACECS-2023 is now scheduled to be conducted on 22nd & 23rd September 2023. This year, ICACECS-2023 is also co-located at THE UNIVERSITY OF THE WEST INDIES(UWI), AT MONA, JAMAICA. UWI Mona, Jamaica is the founding campus of the unique, multi-part, multi-national University of the West Indies. The square mile site welcomed its first undergraduates – 33 medical students from across the West Indies or now, more often, the Caribbean – in October 1948. The UWI is the region’s premier educational institution, with faculties offering a wide range of undergraduate, masters and doctoral programmes in Humanities and Education, Science and Technology, Science and Agriculture, Engineering, Law, Medical Sciences and Social Sciences. Authors are solicited to contribute their submissions illustrating research results and innovations, and significant advances in the fields of Artificial Intelligence, Machine learning, Smart Systems, Networks, and Communication Systems, Quantum computing, Knowledge Engineering and Ontology, Internet of Things, Education Technology and Business Engineering. ICACECS-2023 is a unique forum bringing together scholars from the different countries to participate and transform the Research Landscape of the globe and carve a Road Map for Implementation. It provides a valuable networking opportunity and brings a new era for the Research scholars, Students, Professors, Industrialists providing insights to the recent trends and developments in the field of Computer Science with a special focus on Mezzanine technologies.

Service-Oriented Computing – ICSOC 2020 Workshops

Author : Hakim Hacid
Publisher : Springer Nature
ISBN 13 : 3030763528
Total Pages : 660 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Service-Oriented Computing – ICSOC 2020 Workshops by : Hakim Hacid

Download or read book Service-Oriented Computing – ICSOC 2020 Workshops written by Hakim Hacid and published by Springer Nature. This book was released on 2021-05-29 with total page 660 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised and selected papers from the scientific satellite events held in conjunction with the18th International Conference on Service-Oriented Computing, ICSOC 2020. The conference was held virtually during December 14-17, 2020. A total of 125 submissions were received for the satellite events. The volume includes 9 papers from the PhD Symposium Track, 4 papers from the Demonstration Track, and 45 papers from the following workshops: International Workshop on Artificial Intelligence for IT Operations (AIOps) International Workshop on Cyber Forensics and Threat Investigations Challenges in Emerging Infrastructures (CFTIC 2020) 2nd Workshop on Smart Data Integration and Processing (STRAPS 2020) International Workshop on AI-enabled Process Automation (AI-PA 2020) International Workshop on Artificial Intelligence in the IoT Security Services (AI-IOTS 2020)

Product-Focused Software Process Improvement

Author : Davide Taibi
Publisher : Springer Nature
ISBN 13 : 3031213882
Total Pages : 682 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Product-Focused Software Process Improvement by : Davide Taibi

Download or read book Product-Focused Software Process Improvement written by Davide Taibi and published by Springer Nature. This book was released on 2022-11-13 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 23rd International Conference on Product-Focused Software Process Improvement, PROFES 2022, which took place in Jyväskylä, Finland in November 2022. The 24 full technical papers, 9 short papers, and 6 poster papers presented in this volume were carefully reviewed and selected from 75 submissions. The book also contains and 8 doctoral symposium papers and 7 tutorial and workshop papers. The contributions were organized in topical sections as follows: Keynote; Cloud and AI; Empirical Studies; Process Management; Refactoring and Technical Dept; Software Business and Digital Innovation; Testing and Bug Prediction; Posters; Tutorials; Workshop on Engineering Processes and Practices for Quantum Software (PPQS’22); 1st Workshop on Computational Intelligence and Software Engineering (CISE 2022); Doctoral Symposium.

Software Architecture-based Failure Prediction

Author : Atef S. Mohamed
Publisher :
ISBN 13 :
Total Pages : 298 pages
Book Rating : 4.:/5 (818 download)

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Book Synopsis Software Architecture-based Failure Prediction by : Atef S. Mohamed

Download or read book Software Architecture-based Failure Prediction written by Atef S. Mohamed and published by . This book was released on 2012 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Depending on the role of software in everyday life, the cost of a software failure can sometimes be unaffordable. During system execution, errors may occur in system components and failures may be manifested due to these errors. These errors differ with respect to their effects on system behavior and consequent failure manifestation manners. Predicting failures before their manifestation is important to assure system resilience. It helps avoid the cost of failures and enables systems to perform corrective actions prior to failure occurrences. However, effective runtime error detection and failure prediction techniques encounter a prohibitive challenge with respect to the control flow representation of large software systems with intricate control flow structures. In this thesis, we provide a technique for failure prediction from runtime errors of large software systems. Aiming to avoid the possible difficulties and inaccuracies of the existing Control Flow Graph (CFG) structures, we first propose a Connection Dependence Graph (CDG) for control flow representation of large software systems. We describe the CDG structure and explain how to derive it from program source code. Second, we utilize the proposed CDG to provide a connection-based signature approach for control flow error detection. We describe the monitor structure and present the error checking algorithm. Finally, we utilize the detected errors and erroneous state parameters to predict failure occurrences and modes during system runtime. We craft runtime signatures based on these errors and state parameters. Using system error and failure history, we determine a predictive function (an estimator) for each failure mode based on these signatures. Our experimental evaluation for these techniques uses a large open-source software (PostgreSQL 8.4.4 database system). The results show highly efficient control flow representation, error detection, and failure prediction techniques. This work contributes to software reliability by providing a simple and accurate control flow representation and utilizing it to detect runtime errors and predict failure occurrences and modes with high accuracy.

Intelligent Systems and Machine Learning

Author : Sachi Nandan Mohanty
Publisher : Springer Nature
ISBN 13 : 3031350812
Total Pages : 417 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Intelligent Systems and Machine Learning by : Sachi Nandan Mohanty

Download or read book Intelligent Systems and Machine Learning written by Sachi Nandan Mohanty and published by Springer Nature. This book was released on 2023-07-09 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set constitutes the refereed proceedings of the First EAI International Conference on Intelligent Systems and Machine Learning, ICISML 2022, held in Hyderabad, India, in December 16-17,2022. The 75 full papers presented were carefully reviewed and selected from 209 submissions. The conference focuses on Intelligent Systems and Machine Learning Applications in Health care; Digital Forensic & Network Security; Intelligent Communication Wireless Networks; Internet of Things (IoT) Applications; Social Informatics; and Emerging Applications.

Failure Prediction in Complex Computer Systems

Author : Günther A. Hoffmann
Publisher :
ISBN 13 : 9783832247874
Total Pages : 216 pages
Book Rating : 4.2/5 (478 download)

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Book Synopsis Failure Prediction in Complex Computer Systems by : Günther A. Hoffmann

Download or read book Failure Prediction in Complex Computer Systems written by Günther A. Hoffmann and published by . This book was released on 2005 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced Failure Prediction in Complex Software Systems

Author : Günter A. Hoffmann
Publisher :
ISBN 13 :
Total Pages : 21 pages
Book Rating : 4.:/5 (915 download)

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Book Synopsis Advanced Failure Prediction in Complex Software Systems by : Günter A. Hoffmann

Download or read book Advanced Failure Prediction in Complex Software Systems written by Günter A. Hoffmann and published by . This book was released on 2004 with total page 21 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Self-Aware Computing Systems

Author : Samuel Kounev
Publisher : Springer
ISBN 13 : 9783319474724
Total Pages : 0 pages
Book Rating : 4.4/5 (747 download)

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Book Synopsis Self-Aware Computing Systems by : Samuel Kounev

Download or read book Self-Aware Computing Systems written by Samuel Kounev and published by Springer. This book was released on 2017-01-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides formal and informal definitions and taxonomies for self-aware computing systems, and explains how self-aware computing relates to many existing subfields of computer science, especially software engineering. It describes architectures and algorithms for self-aware systems as well as the benefits and pitfalls of self-awareness, and reviews much of the latest relevant research across a wide array of disciplines, including open research challenges. The chapters of this book are organized into five parts: Introduction, System Architectures, Methods and Algorithms, Applications and Case Studies, and Outlook. Part I offers an introduction that defines self-aware computing systems from multiple perspectives, and establishes a formal definition, a taxonomy and a set of reference scenarios that help to unify the remaining chapters. Next, Part II explores architectures for self-aware computing systems, such as generic concepts and notations that allow a wide range of self-aware system architectures to be described and compared with both isolated and interacting systems. It also reviews the current state of reference architectures, architectural frameworks, and languages for self-aware systems. Part III focuses on methods and algorithms for self-aware computing systems by addressing issues pertaining to system design, like modeling, synthesis and verification. It also examines topics such as adaptation, benchmarks and metrics. Part IV then presents applications and case studies in various domains including cloud computing, data centers, cyber-physical systems, and the degree to which self-aware computing approaches have been adopted within those domains. Lastly, Part V surveys open challenges and future research directions for self-aware computing systems. It can be used as a handbook for professionals and researchers working in areas related to self-aware computing, and can also serve as an advanced textbook for lecturers and postgraduate students studying subjects like advanced software engineering, autonomic computing, self-adaptive systems, and data-center resource management. Each chapter is largely self-contained, and offers plenty of references for anyone wishing to pursue the topic more deeply.

The Art of Systems Architecting

Author : Mark W. Maier
Publisher : CRC Press
ISBN 13 : 104007930X
Total Pages : 319 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis The Art of Systems Architecting by : Mark W. Maier

Download or read book The Art of Systems Architecting written by Mark W. Maier and published by CRC Press. This book was released on 2009-01-06 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: If engineering is the art and science of technical problem solving, systems architecting happens when you don't yet know what the problem is. The third edition of a highly respected bestseller, The Art of Systems Architecting provides in-depth coverage of the least understood part of systems design: moving from a vague concept and limited resources

Software Engineering for Self-Adaptive Systems

Author : Betty H. C. Cheng
Publisher : Springer Science & Business Media
ISBN 13 : 3642021603
Total Pages : 271 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Software Engineering for Self-Adaptive Systems by : Betty H. C. Cheng

Download or read book Software Engineering for Self-Adaptive Systems written by Betty H. C. Cheng and published by Springer Science & Business Media. This book was released on 2009-06-19 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: The carefully reviewed papers in this state-of-the-art survey describe a wide range of approaches coming from different strands of software engineering, and look forward to future challenges facing this ever-resurgent and exacting field of research.

TinyML

Author : Pete Warden
Publisher : O'Reilly Media
ISBN 13 : 1492052019
Total Pages : 504 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis TinyML by : Pete Warden

Download or read book TinyML written by Pete Warden and published by O'Reilly Media. This book was released on 2019-12-16 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices. Pete Warden and Daniel Situnayake explain how you can train models small enough to fit into any environment. Ideal for software and hardware developers who want to build embedded systems using machine learning, this guide walks you through creating a series of TinyML projects, step-by-step. No machine learning or microcontroller experience is necessary. Build a speech recognizer, a camera that detects people, and a magic wand that responds to gestures Work with Arduino and ultra-low-power microcontrollers Learn the essentials of ML and how to train your own models Train models to understand audio, image, and accelerometer data Explore TensorFlow Lite for Microcontrollers, Google’s toolkit for TinyML Debug applications and provide safeguards for privacy and security Optimize latency, energy usage, and model and binary size

The Architecture of Computer Hardware, Systems Software, and Networking

Author : Irv Englander
Publisher : John Wiley & Sons
ISBN 13 : 1119495202
Total Pages : 73 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis The Architecture of Computer Hardware, Systems Software, and Networking by : Irv Englander

Download or read book The Architecture of Computer Hardware, Systems Software, and Networking written by Irv Englander and published by John Wiley & Sons. This book was released on 2021-04-06 with total page 73 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Architecture of Computer Hardware, Systems Software and Networking is designed help students majoring in information technology (IT) and information systems (IS) understand the structure and operation of computers and computer-based devices. Requiring only basic computer skills, this accessible textbook introduces the basic principles of system architecture and explores current technological practices and trends using clear, easy-to-understand language. Throughout the text, numerous relatable examples, subject-specific illustrations, and in-depth case studies reinforce key learning points and show students how important concepts are applied in the real world. This fully-updated sixth edition features a wealth of new and revised content that reflects today’s technological landscape. Organized into five parts, the book first explains the role of the computer in information systems and provides an overview of its components. Subsequent sections discuss the representation of data in the computer, hardware architecture and operational concepts, the basics of computer networking, system software and operating systems, and various interconnected systems and components. Students are introduced to the material using ideas already familiar to them, allowing them to gradually build upon what they have learned without being overwhelmed and develop a deeper knowledge of computer architecture.

Handbook Of Software Aging And Rejuvenation: Fundamentals, Methods, Applications, And Future Directions

Author : Tadashi Dohi
Publisher : World Scientific
ISBN 13 : 9811214581
Total Pages : 424 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Handbook Of Software Aging And Rejuvenation: Fundamentals, Methods, Applications, And Future Directions by : Tadashi Dohi

Download or read book Handbook Of Software Aging And Rejuvenation: Fundamentals, Methods, Applications, And Future Directions written by Tadashi Dohi and published by World Scientific. This book was released on 2020-04-22 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Software Aging and Rejuvenation provides a comprehensive overview of the subject, making it indispensable to graduate students as well as professionals in the field. It begins by introducing fundamental concepts, definitions, and the history of software aging and rejuvenation research, followed by methods, tools, and strategies that can be used to detect, analyze, and overcome software aging.