Author: Anwesha MukherjeePublisher: Springer Nature
ISBN: 9819726441
Category :
Languages : en
Pages : 319
Book Description
Resource Management in Distributed Systems
Author: Anwesha MukherjeePublisher: Springer Nature
ISBN: 9819726441
Category :
Languages : en
Pages : 319
Book Description
Resource Management on Distributed Systems
Author: Shikharesh MajumdarPublisher: John Wiley & Sons
ISBN: 1119912954
Category : Computers
Languages : en
Pages : 324
Book Description
Comprehensive guide to the principles, algorithms, and techniques underlying resource management for clouds, big data, and sensor-based systems Resource Management on Distributed Systems provides helpful guidance by describing algorithms and techniques for managing resources on parallel and distributed systems, including grids, clouds, and parallel processing-based platforms for big data analytics. The book focuses on four general principles of resource management and their impact on system performance, energy usage, and cost, including end-of-chapter exercises. The text includes chapters on sensors, autoscaling on clouds, complex event processing for streaming data, and data filtering techniques for big data systems. The book also covers results of applying the discussed techniques on simulated as well as real systems (including clouds and big data processing platforms), and techniques for handling errors associated with user predicted task execution times. Written by a highly qualified academic with significant research experience in the field, Resource Management on Distributed Systems includes information on sample topics such as: Attributes of parallel/distributed applications that have an intimate relationship with system behavior and performance, plus their related performance metrics. Handling a lack of a prior knowledge of local operating systems on individual nodes in a large system. Detection and management of complex events (that correspond to the occurrence of multiple raw events) on a platform for streaming analytics. Techniques for reducing data latency for multiple operator-based queries in an environment processing large textual documents. With comprehensive coverage of core topics in the field, Resource Management on Distributed Systems is a comprehensive guide to resource management in a single publication and is an essential read for professionals, researchers and students working with distributed systems.
Resource Management in Distributed Systems
Author: Anwesha MukherjeePublisher: Springer
ISBN: 9789819726431
Category : Computers
Languages : en
Pages : 0
Book Description
This book focuses on resource management in distributed computing systems. The book presents a collection of original, unpublished, and high-quality research works, which report the latest research advances on resource discovery, allocation, scheduling, etc., in cloud, fog, and edge computing. The topics covered in the book are resource management in cloud computing/edge computing/fog computing/dew computing, resource management in Internet of things, resource allocation, scheduling, monitoring, and orchestration in distributed computing systems, resource management in 5G network and beyond, latency-aware resource management, energy-efficient resource management, interoperability and portability, security and privacy in resource management, reliable resource management, trustworthiness in resource management, fault tolerance in resource management, and simulation related to resource management.
System Resource Management for Distributed Real-time Systems
Author: Michael DavisPublisher:
ISBN:
Category : Electronic data processing
Languages : en
Pages : 106
Book Description
Resource Management for Distributed Multimedia Systems
Author: Lars Christian WolfPublisher: Springer Science & Business Media
ISBN: 1461314135
Category : Computers
Languages : en
Pages : 152
Book Description
Resource Management for Distributed Multimedia Systems addresses the problems and challenges of handling several continuous- media data streams in networked multimedia environments. The work demonstrates how resource management mechanisms can be integrated into a stream handling system. The resulting system includes functions for Quality of Service (QoS) calculations, scheduling, determination of resource requirements, and methods to reduce resource requirements. The work explains the following: a suitable system architecture and resource management scheme that allows for the provision and enforcement of QoS guarantee, resource scheduling mechanisms for CPU and buffer space, mechanisms to measure and collect resource requirements, methods to extend resource management to future scenarios by allowing the reservation of resources in advance and offering sealing mechanisms. . Resource Management for Distributed Multimedia Systems is a comprehensive view of resource management for a broad technical audience that includes computer scientists and engineers involved in developing multimedia applications.
Resource Management in Parallel and Distributed Systems
Author: Resource Management in Distributed Systems Using CORBA
Author: Simon D. BaileyDynamic Resource Management on Distributed Systems Using Reconfigurable Applications
Author: International Business Machines Corporation. Research DivisionPublisher:
ISBN:
Category : Computer programming
Languages : en
Pages : 47
Book Description
Abstract: "Efficient management of distributed resources, under conditions of unpredictable and varying workload, requires enforcement of dynamic resource management policies. Execution of such policies requires a relatively fine grain control over the resources allocated to jobs in the system. Although this is a difficult task using conventional job management and program execution models, reconfigurable applications can be used to make it viable. With reconfigurable applications, it is possible to dynamically change, during the course of program execution, the number of concurrently executing tasks of an application as well as the resources allocated. Thus, reconfigurable applications can adapt to internal changes in resource requirements and to external changes affecting available resources. In this paper, we discuss dynamic management of resources on distributed systems with the help of reconfigurable applications. We first characterize reconfigurable parallel applications. We then present a new programming model for reconfigurable applications and the Distributed Resource Management System (DRMS), an integrated environment for the design, development, execution, and resource scheduling of reconfigurable applications. Experiments were conducted to verify the functionality and performance of application reconfiguration under DRMS. A detailed breakdown of the costs in reconfiguration are presented with respect to several different applications. Our results indicate that application reconfiguration is effective under DRMS and can be beneficial in improving individual application performance as well as overall system performance. We observe a significant reduction in average job response time and an improvement in overall system utilization."
Resource Management in Distributed Systems Using CORBA
Author: Amjad F. KhanResource Management Techniques for Multiprogrammed Distributed Systems
Author: Luis Miguel CamposPublisher:
ISBN:
Category : Computer algorithms
Languages : en
Pages : 262
Book Description