Dynamic Resource Allocation In Embedded High Performance And Cloud Computing

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Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing

Author : Leando Soares Indrusiak
Publisher : CRC Press
ISBN 13 : 1000794385
Total Pages : 177 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing by : Leando Soares Indrusiak

Download or read book Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing written by Leando Soares Indrusiak and published by CRC Press. This book was released on 2022-09-01 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: The availability of many-core computing platforms enables a wide variety of technical solutions for systems across the embedded, high-performance and cloud computing domains. However, large scale manycore systems are notoriously hard to optimise. Choices regarding resource allocation alone can account for wide variability in timeliness and energy dissipation (up to several orders of magnitude). Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing covers dynamic resource allocation heuristics for manycore systems, aiming to provide appropriate guarantees on performance and energy efficiency. It addresses different types of systems, aiming to harmonise the approaches to dynamic allocation across the complete spectrum between systems with little flexibility and strict real-time guarantees all the way to highly dynamic systems with soft performance requirements. Technical topics presented in the book include: • Load and Resource Models• Admission Control• Feedback-based Allocation and Optimisation• Search-based Allocation Heuristics• Distributed Allocation based on Swarm Intelligence• Value-Based AllocationEach of the topics is illustrated with examples based on realistic computational platforms such as Network-on-Chip manycore processors, grids and private cloud environments.

Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing

Author : Leandro Soares Indrusiak
Publisher : River Publishers
ISBN 13 : 8793519087
Total Pages : 178 pages
Book Rating : 4.7/5 (935 download)

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Book Synopsis Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing by : Leandro Soares Indrusiak

Download or read book Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing written by Leandro Soares Indrusiak and published by River Publishers. This book was released on 2016-10-31 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: The availability of many-core computing platforms enables a wide variety of technical solutions for systems across the embedded, high-performance and cloud computing domains. However, large scale manycore systems are notoriously hard to optimise. Choices regarding resource allocation alone can account for wide variability in timeliness and energy dissipation (up to several orders of magnitude). Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing covers dynamic resource allocation heuristics for manycore systems, aiming to provide appropriate guarantees on performance and energy efficiency. It addresses different types of systems, aiming to harmonise the approaches to dynamic allocation across the complete spectrum between systems with little flexibility and strict real-time guarantees all the way to highly dynamic systems with soft performance requirements. Technical topics presented in the book include: Load and Resource ModelsAdmission ControlFeedback-based Allocation and OptimisationSearch-based Allocation HeuristicsDistributed Allocation based on Swarm IntelligenceValue-Based Allocation Each of the topics is illustrated with examples based on realistic computational platforms such as Network-on-Chip manycore processors, grids and private cloud environments.

Science and Technologies for Smart Cities

Author : Sara Paiva
Publisher : Springer Nature
ISBN 13 : 3030760634
Total Pages : 652 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Science and Technologies for Smart Cities by : Sara Paiva

Download or read book Science and Technologies for Smart Cities written by Sara Paiva and published by Springer Nature. This book was released on 2021-05-21 with total page 652 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th Annual Smart City 360° Summit. Due to COVID-19 pandemic the conference was held virtually. The volume combines selected papers of seven conferences, namely AISCOVID 2020 - International Conference on AI-assisted Solutions for COVID-19 and Biomedical Applications in Smart-Cities; EdgeIoT 2020 - International Conference on Intelligent Edge Processing in the IoT Era; IC4S 2020 - International Conference on Cognitive Computing and Cyber Physical Systems; CiCom 2020 - International Conference on Computational Intelligence and Communications; S-Cube 2020 - International Conference on Sensor Systems and Software; SmartGov 2020 - International Conference on Smart Governance for Sustainable Smart Cities; and finnally, the Urb-IOT 2020 -International Conference on IoT in Urban Space.

Software Engineering Perspectives in Intelligent Systems

Author : Radek Silhavy
Publisher : Springer Nature
ISBN 13 : 3030633195
Total Pages : 954 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Software Engineering Perspectives in Intelligent Systems by : Radek Silhavy

Download or read book Software Engineering Perspectives in Intelligent Systems written by Radek Silhavy and published by Springer Nature. This book was released on 2020-12-14 with total page 954 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th Computational Methods in Systems and Software 2020 (CoMeSySo 2020) proceedings. Software engineering, computer science and artificial intelligence are crucial topics for the research within an intelligent systems problem domain. The CoMeSySo 2020 conference is breaking the barriers, being held online. CoMeSySo 2020 intends to provide an international forum for the discussion of the latest high-quality research results.

Smart Infrastructure and Applications

Author : Rashid Mehmood
Publisher : Springer
ISBN 13 : 3030137058
Total Pages : 665 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Smart Infrastructure and Applications by : Rashid Mehmood

Download or read book Smart Infrastructure and Applications written by Rashid Mehmood and published by Springer. This book was released on 2019-06-20 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a multidisciplinary view of smart infrastructure through a range of diverse introductory and advanced topics. The book features an array of subjects that include: smart cities and infrastructure, e-healthcare, emergency and disaster management, Internet of Vehicles, supply chain management, eGovernance, and high performance computing. The book is divided into five parts: Smart Transportation, Smart Healthcare, Miscellaneous Applications, Big Data and High Performance Computing, and Internet of Things (IoT). Contributions are from academics, researchers, and industry professionals around the world. Features a broad mix of topics related to smart infrastructure and smart applications, particularly high performance computing, big data, and artificial intelligence; Includes a strong emphasis on methodological aspects of infrastructure, technology and application development; Presents a substantial overview of research and development on key economic sectors including healthcare and transportation.

Hardware Accelerators in Data Centers

Author : Christoforos Kachris
Publisher : Springer
ISBN 13 : 3319927922
Total Pages : 279 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Hardware Accelerators in Data Centers by : Christoforos Kachris

Download or read book Hardware Accelerators in Data Centers written by Christoforos Kachris and published by Springer. This book was released on 2018-08-21 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers with an overview of the architectures, programming frameworks, and hardware accelerators for typical cloud computing applications in data centers. The authors present the most recent and promising solutions, using hardware accelerators to provide high throughput, reduced latency and higher energy efficiency compared to current servers based on commodity processors. Readers will benefit from state-of-the-art information regarding application requirements in contemporary data centers, computational complexity of typical tasks in cloud computing, and a programming framework for the efficient utilization of the hardware accelerators.

Proceedings of the International Conference on Human-centric Computing 2011 and Embedded and Multimedia Computing 2011

Author : James J. Park
Publisher : Springer Science & Business Media
ISBN 13 : 9789400721050
Total Pages : 631 pages
Book Rating : 4.7/5 (21 download)

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Book Synopsis Proceedings of the International Conference on Human-centric Computing 2011 and Embedded and Multimedia Computing 2011 by : James J. Park

Download or read book Proceedings of the International Conference on Human-centric Computing 2011 and Embedded and Multimedia Computing 2011 written by James J. Park and published by Springer Science & Business Media. This book was released on 2011-07-21 with total page 631 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the International Conference on Human-centric Computing and Embedded and Multimedia Computing (HumanCom & EMC 2011) will cover topics of HumanCom and EMC, the current hot topics satisfying the world-wide ever-changing needs. Human-centric computing is to create novel solutions so that the humans are always connected, portable, and available. As with pervasive-computing, human-centric computing requires a variety of devices; however, such devices exist simply to obtain inputs from the human and are embedded in objects that humans interact with on a daily basis. Moreover, during the past couple of decades, Information Science technologies influenced and changed every aspect of our lives and our cultures. Without various Information Science technology-based applications, it would be difficult to keep information stored securely, to process information efficiently, and to communicate conveniently. Embedded computing ranges from portable devices such as digital watches and MP3 players, to large stationary installations like traffic lights, factory controllers, or the systems controlling nuclear power plants. Complexity varies from low, with a single microcontroller chip, to very high with multiple units, peripherals and networks mounted inside a large chassis or enclosure. Multimedia computing covers multimedia I/O devices, OS, storage systems, streaming media middleware, continuous media representations, media coding, media processing, etc., and also includes multimedia communications; real-time protocols, end-to-end streaming media, resource allocation, multicast protocols, and multimedia applications; databases, distributed collaboration, video conferencing, 3D virtual environments.

Heterogeneity, High Performance Computing, Self-Organization and the Cloud

Author : Theo Lynn
Publisher : Springer
ISBN 13 : 3319760386
Total Pages : 165 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Heterogeneity, High Performance Computing, Self-Organization and the Cloud by : Theo Lynn

Download or read book Heterogeneity, High Performance Computing, Self-Organization and the Cloud written by Theo Lynn and published by Springer. This book was released on 2018-05-18 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is open access under a CC BY NC ND license. It addresses the most recent developments in cloud computing such as HPC in the Cloud, heterogeneous cloud, self-organising and self-management, and discusses the business implications of cloud computing adoption. Establishing the need for a new architecture for cloud computing, it discusses a novel cloud management and delivery architecture based on the principles of self-organisation and self-management. This focus shifts the deployment and optimisation effort from the consumer to the software stack running on the cloud infrastructure. It also outlines validation challenges and introduces a novel generalised extensible simulation framework to illustrate the effectiveness, performance and scalability of self-organising and self-managing delivery models on hyperscale cloud infrastructures. It concludes with a number of potential use cases for self-organising, self-managing clouds and the impact on those businesses.

Resource Management and Efficiency in Cloud Computing Environments

Author : Turuk, Ashok Kumar
Publisher : IGI Global
ISBN 13 : 1522517227
Total Pages : 352 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Resource Management and Efficiency in Cloud Computing Environments by : Turuk, Ashok Kumar

Download or read book Resource Management and Efficiency in Cloud Computing Environments written by Turuk, Ashok Kumar and published by IGI Global. This book was released on 2016-11-08 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today’s advancements in technology have brought about a new era of speed and simplicity for consumers and businesses. Due to these new benefits, the possibilities of universal connectivity, storage and computation are made tangible, thus leading the way to new Internet-of Things solutions. Resource Management and Efficiency in Cloud Computing Environments is an authoritative reference source for the latest scholarly research on the emerging trends of cloud computing and reveals the benefits cloud paths provide to consumers. Featuring coverage across a range of relevant perspectives and topics, such as big data, cloud security, and utility computing, this publication is an essential source for researchers, students and professionals seeking current research on the organization and productivity of cloud computing environments.

Innovative Research and Applications in Next-Generation High Performance Computing

Author : Hassan, Qusay F.
Publisher : IGI Global
ISBN 13 : 1522502882
Total Pages : 488 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Innovative Research and Applications in Next-Generation High Performance Computing by : Hassan, Qusay F.

Download or read book Innovative Research and Applications in Next-Generation High Performance Computing written by Hassan, Qusay F. and published by IGI Global. This book was released on 2016-07-05 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: High-performance computing (HPC) describes the use of connected computing units to perform complex tasks. It relies on parallelization techniques and algorithms to synchronize these disparate units in order to perform faster than a single processor could, alone. Used in industries from medicine and research to military and higher education, this method of computing allows for users to complete complex data-intensive tasks. This field has undergone many changes over the past decade, and will continue to grow in popularity in the coming years. Innovative Research Applications in Next-Generation High Performance Computing aims to address the future challenges, advances, and applications of HPC and related technologies. As the need for such processors increases, so does the importance of developing new ways to optimize the performance of these supercomputers. This timely publication provides comprehensive information for researchers, students in ICT, program developers, military and government organizations, and business professionals.

Harnessing Performance Variability in Embedded and High-performance Many/Multi-core Platforms

Author : William Fornaciari
Publisher : Springer
ISBN 13 : 3319919628
Total Pages : 325 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Harnessing Performance Variability in Embedded and High-performance Many/Multi-core Platforms by : William Fornaciari

Download or read book Harnessing Performance Variability in Embedded and High-performance Many/Multi-core Platforms written by William Fornaciari and published by Springer. This book was released on 2018-10-23 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the state-of-the art of industrial and academic research in the architectural design of heterogeneous, multi/many-core processors. The authors describe methods and tools to enable next-generation embedded and high-performance heterogeneous processors to confront cost-effectively the inevitable variations by providing Dependable-Performance: correct functionality and timing guarantees throughout the expected lifetime of a platform under thermal, power, and energy constraints. Various aspects of the reliability problem are discussed, at both the circuit and architecture level, the intelligent selection of knobs and monitors in multicore platforms, and systematic design methodologies. The authors demonstrate how new techniques have been applied in real case studies from different applications domain and report on results and conclusions of those experiments. Enables readers to develop performance-dependable heterogeneous multi/many-core architectures Describes system software designs that support high performance dependability requirements Discusses and analyzes low level methodologies to tradeoff conflicting metrics, i.e. power, performance, reliability and thermal management Includes new application design guidelines to improve performance dependability

Resource Management of Mobile Cloud Computing Networks and Environments

Author : Mastorakis, George
Publisher : IGI Global
ISBN 13 : 1466682264
Total Pages : 432 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Resource Management of Mobile Cloud Computing Networks and Environments by : Mastorakis, George

Download or read book Resource Management of Mobile Cloud Computing Networks and Environments written by Mastorakis, George and published by IGI Global. This book was released on 2015-03-31 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: As more and more of our data is stored remotely, accessing that data wherever and whenever it is needed is a critical concern. More concerning is managing the databanks and storage space necessary to enable cloud systems. Resource Management of Mobile Cloud Computing Networks and Environments reports on the latest advances in the development of computationally intensive and cloud-based applications. Covering a wide range of problems, solutions, and perspectives, this book is a scholarly resource for specialists and end-users alike making use of the latest cloud technologies.

Smart Computing and Communication

Author : Meikang Qiu
Publisher : Springer
ISBN 13 : 3319520156
Total Pages : 589 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Smart Computing and Communication by : Meikang Qiu

Download or read book Smart Computing and Communication written by Meikang Qiu and published by Springer. This book was released on 2017-01-11 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the First International Conference on Smart Computing and Communication, SmartCom 2016, held in Shenzhen, China, in December 2016. The 59 papers presented in this volume were carefully reviewed and selected from 210 submissions. The conference focuses on both smart computing and communications fields and aims to collect recent academic work to improve the research and practical applications.

Advanced Research on Cloud Computing Design and Applications

Author : Aljawarneh, Shadi
Publisher : IGI Global
ISBN 13 : 1466686774
Total Pages : 389 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Advanced Research on Cloud Computing Design and Applications by : Aljawarneh, Shadi

Download or read book Advanced Research on Cloud Computing Design and Applications written by Aljawarneh, Shadi and published by IGI Global. This book was released on 2015-09-23 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern society requires a specialized, persistent approach to IT service delivery. Cloud computing offers the most logical answer through a highly dynamic and virtualized resource made available by an increasing number of service providers. Advanced Research on Cloud Computing Design and Applications shares the latest high quality research results on cloud computing and explores the broad applicability and scope of these trends on an international scale, venturing into the hot-button issue of IT services evolution and what we need to do to be prepared for future developments in cloud computing. This book is an essential reference source for researchers and practitioners in the field of cloud computing, as well as a guide for students, academics, or anyone seeking to learn more about advancement in IT services. This publication features chapters covering a broad range of relevant topics, including cloud computing for e-government, cloud computing in the public sector, security in the cloud, hybrid clouds and outsourced data, IT service personalization, and supply chain in the cloud.

Adaptive Resource Management and Scheduling for Cloud Computing

Author : Florin Pop
Publisher : Springer
ISBN 13 : 3319284487
Total Pages : 187 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Adaptive Resource Management and Scheduling for Cloud Computing by : Florin Pop

Download or read book Adaptive Resource Management and Scheduling for Cloud Computing written by Florin Pop and published by Springer. This book was released on 2016-01-07 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Adaptive Resource Management and Scheduling for Cloud Computing, ARMS-CC 2015, held in Conjunction with ACM Symposium on Principles of Distributed Computing, PODC 2015, in Donostia-San Sebastián, Spain, in July 2015. The 12 revised full papers, including 1 invited paper, were carefully reviewed and selected from 24 submissions. The papers have identified several important aspects of the problem addressed by ARMS-CC: self-* and autonomous cloud systems, cloud quality management and service level agreement (SLA), scalable computing, mobile cloud computing, cloud computing techniques for big data, high performance cloud computing, resource management in big data platforms, scheduling algorithms for big data processing, cloud composition, federation, bridging, and bursting, cloud resource virtualization and composition, load-balancing and co-allocation, fault tolerance, reliability, and availability of cloud systems.

High Performance Computing in Clouds

Author : Edson Borin
Publisher : Springer Nature
ISBN 13 : 3031297695
Total Pages : 337 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis High Performance Computing in Clouds by : Edson Borin

Download or read book High Performance Computing in Clouds written by Edson Borin and published by Springer Nature. This book was released on 2023-07-05 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings a thorough explanation on the path needed to use cloud computing technologies to run High-Performance Computing (HPC) applications. Besides presenting the motivation behind moving HPC applications to the cloud, it covers both essential and advanced issues on this topic such as deploying HPC applications and infrastructures, designing cloud-friendly HPC applications, and optimizing a provisioned cloud infrastructure to run this family of applications. Additionally, this book also describes the best practices to maintain and keep running HPC applications in the cloud by employing fault tolerance techniques and avoiding resource wastage. To give practical meaning to topics covered in this book, it brings some case studies where HPC applications, used in relevant scientific areas like Bioinformatics and Oil and Gas industry were moved to the cloud. Moreover, it also discusses how to train deep learning models in the cloud elucidating the key components and aspects necessary to train these models via different types of services offered by cloud providers. Despite the vast bibliography about cloud computing and HPC, to the best of our knowledge, no existing manuscript has comprehensively covered these topics and discussed the steps, methods and strategies to execute HPC applications in clouds. Therefore, we believe this title is useful for IT professionals and students and researchers interested in cutting-edge technologies, concepts, and insights focusing on the use of cloud technologies to run HPC applications.

HPC, Big Data, and AI Convergence Towards Exascale

Author : Olivier Terzo
Publisher : CRC Press
ISBN 13 : 1000485110
Total Pages : 323 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis HPC, Big Data, and AI Convergence Towards Exascale by : Olivier Terzo

Download or read book HPC, Big Data, and AI Convergence Towards Exascale written by Olivier Terzo and published by CRC Press. This book was released on 2022-01-13 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: HPC, Big Data, AI Convergence Towards Exascale provides an updated vision on the most advanced computing, storage, and interconnection technologies, that are at basis of convergence among the HPC, Cloud, Big Data, and artificial intelligence (AI) domains. Through the presentation of the solutions devised within recently founded H2020 European projects, this book provides an insight on challenges faced by integrating such technologies and in achieving performance and energy efficiency targets towards the exascale level. Emphasis is given to innovative ways of provisioning and managing resources, as well as monitoring their usage. Industrial and scientific use cases give to the reader practical examples of the needs for a cross-domain convergence. All the chapters in this book pave the road to new generation of technologies, support their development and, in addition, verify them on real-world problems. The readers will find this book useful because it provides an overview of currently available technologies that fit with the concept of unified Cloud-HPC-Big Data-AI applications and presents examples of their actual use in scientific and industrial applications.