Dynamic Resource Allocation In Embedded High Performance And Cloud Computing

Author : Leando Soares Indrusiak,Piotr Dziurzanski,Amit Kumar Singh
Publisher : CRC Press
Page : 177 pages
File Size : 41,8 Mb
Release : 2022-09-01
Category : Computers
ISBN : 9781000794380

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Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing by Leando Soares Indrusiak,Piotr Dziurzanski,Amit Kumar Singh Pdf

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.

Author : Leandro Soares Indrusiak ,Piotr Dziurzanski,Amit Kumar Singh
Publisher : River Publishers
Page : 178 pages
File Size : 52,5 Mb
Release : 2016-10-31
Category : Computers
ISBN : 9788793519084

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Dynamic Resource Allocation in Embedded, High-Performance and Cloud Computing by Leandro Soares Indrusiak ,Piotr Dziurzanski,Amit Kumar Singh Pdf

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.

Author : Sara Paiva,Sérgio Ivan Lopes,Rafik Zitouni,Nishu Gupta,Sérgio F. Lopes,Takuro Yonezawa
Publisher : Springer Nature
Page : 652 pages
File Size : 53,8 Mb
Release : 2021-05-21
Category : Computers
ISBN : 9783030760632

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Science and Technologies for Smart Cities by Sara Paiva,Sérgio Ivan Lopes,Rafik Zitouni,Nishu Gupta,Sérgio F. Lopes,Takuro Yonezawa Pdf

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.

Author : Radek Silhavy,Petr Silhavy,Zdenka Prokopova
Publisher : Springer Nature
Page : 954 pages
File Size : 55,6 Mb
Release : 2020-12-14
Category : Technology & Engineering
ISBN : 9783030633196

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Software Engineering Perspectives in Intelligent Systems by Radek Silhavy,Petr Silhavy,Zdenka Prokopova Pdf

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.

Author : Rashid Mehmood,Simon See,Iyad Katib,Imrich Chlamtac
Publisher : Springer
Page : 665 pages
File Size : 45,8 Mb
Release : 2019-06-20
Category : Technology & Engineering
ISBN : 9783030137052

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Smart Infrastructure and Applications by Rashid Mehmood,Simon See,Iyad Katib,Imrich Chlamtac Pdf

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.

Author : Sajjan Singh,Sarabpreet Kaur
Publisher : CRC Press
Page : 675 pages
File Size : 44,5 Mb
Release : 2024-06-28
Category : Technology & Engineering
ISBN : 9781003860525

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Latest Trends in Engineering and Technology by Sajjan Singh,Sarabpreet Kaur Pdf

We are very pleased to introduce the proceedings of the International Conference on Latest Trends in Engineering and Technology [ICLTET 2023]. Papers were well presented in the conference in the fields of Artificial Intelligence, Machine learning, IOT, Communication Networks, Mechanical Engineering, Civil Engineering, Nano Material Research, Business Management and many more to arouse a high level of interest. The presented papers maintained the high promise suggested by the written abstracts and the program was chaired in a professional and efficient way by the session chair who were selected for their expertise in the subject. The number of delegates was also highly gratifying, showing the high level of interest in the subject. This Proceeding provides the permanent record of what was presented. They indicate the state of development at the time of writing of all aspects of this important topic and will be invaluable to all academicians and researchers in the field for that reason. Finally, it is appropriate that we record our thanks to our fellow members of the Technical Organizing Committee for encouraging participation from those areas. We are also indebted to those who served as session chair and reviewers, without their support, the conference could not have been the success that it was. We also acknowledge the authors themselves, without whose expert input there would have been no conference. Their efforts made a great contribution to its success.

Author : James J. Park,Hai Jin,Xiaofei Liao,Ran Zheng
Publisher : Springer Science & Business Media
Page : 615 pages
File Size : 46,7 Mb
Release : 2011-07-21
Category : Computers
ISBN : 9789400721050

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Proceedings of the International Conference on Human-centric Computing 2011 and Embedded and Multimedia Computing 2011 by James J. Park,Hai Jin,Xiaofei Liao,Ran Zheng Pdf

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.

Author : Christoforos Kachris,Babak Falsafi,Dimitrios Soudris
Publisher : Springer
Page : 279 pages
File Size : 41,9 Mb
Release : 2018-08-21
Category : Technology & Engineering
ISBN : 9783319927923

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Hardware Accelerators in Data Centers by Christoforos Kachris,Babak Falsafi,Dimitrios Soudris Pdf

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.

Author : Hassan, Qusay F.
Publisher : IGI Global
Page : 488 pages
File Size : 53,9 Mb
Release : 2016-07-05
Category : Computers
ISBN : 9781522502883

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

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.

Author : Anwesha Mukherjee
Publisher : Springer Nature
Page : 319 pages
File Size : 49,6 Mb
Release : 2024-06-27
Category : Electronic
ISBN : 9789819726448

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Resource Management in Distributed Systems by Anwesha Mukherjee Pdf

Author : Aljawarneh, Shadi
Publisher : IGI Global
Page : 389 pages
File Size : 50,7 Mb
Release : 2015-09-23
Category : Computers
ISBN : 9781466686779

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Advanced Research on Cloud Computing Design and Applications by Aljawarneh, Shadi Pdf

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.

Author : Meikang Qiu
Publisher : Springer
Page : 589 pages
File Size : 50,9 Mb
Release : 2017-01-11
Category : Computers
ISBN : 9783319520155

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Smart Computing and Communication by Meikang Qiu Pdf

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.

Author : William Fornaciari,Dimitrios Soudris
Publisher : Springer
Page : 325 pages
File Size : 54,6 Mb
Release : 2018-10-23
Category : Technology & Engineering
ISBN : 9783319919621

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Harnessing Performance Variability in Embedded and High-performance Many/Multi-core Platforms by William Fornaciari,Dimitrios Soudris Pdf

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

Author : Olivier Terzo,Jan Martinovič
Publisher : CRC Press
Page : 323 pages
File Size : 40,7 Mb
Release : 2022-01-13
Category : Computers
ISBN : 9781000485110

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HPC, Big Data, and AI Convergence Towards Exascale by Olivier Terzo,Jan Martinovič Pdf

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.

Author : Edson Borin,Lúcia Maria A. Drummond,Jean-Luc Gaudiot,Alba Melo,Maicon Melo Alves,Philippe Olivier Alexandre Navaux
Publisher : Springer Nature
Page : 337 pages
File Size : 55,8 Mb
Release : 2023-07-05
Category : Computers
ISBN : 9783031297694

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High Performance Computing in Clouds by Edson Borin,Lúcia Maria A. Drummond,Jean-Luc Gaudiot,Alba Melo,Maicon Melo Alves,Philippe Olivier Alexandre Navaux Pdf

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.