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Coherent information structure in complex computation

AbstractWe have recently presented a framework for the information dynamics of distributed computation that locally identifies the component operations of information storage, transfer, and...

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Immune System Support for Scheduling

AbstractHaven’t there been enough approaches to scheduling problems? In terms of variety the answer might be ‘yes’. However, the answer is not as straightforward in terms of effectiveness. In many...

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Ensemble-Based Wrapper Methods for Feature Selection and Class Imbalance...

AbstractThe wrapper feature selection approach is useful in identifying informative feature subsets from high-dimensional datasets. Typically, an inductive algorithm “wrapped” in a search algorithm is...

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Energy and Security Awareness in Evolutionary-Driven Grid Scheduling

AbstractEnsuring the energy efficiency, thermal safety, and security-awareness in today’s large-scale distributed computing systems is one of the key research issues that leads to the improvement of...

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Evolutionary Based Solutions for Green Computing

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Editorial for Special Issue on “New Technologies and Applications for...

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An overview of energy efficiency techniques in cluster computing systems

AbstractTwo major constraints demand more consideration for energy efficiency in cluster computing: (a) operational costs, and (b) system reliability. Increasing energy efficiency in cluster systems...

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Combining analytic kernel models for energy-efficient data modeling and...

AbstractEnergy-efficient computing has now become a key challenge not only for data-center operations, but also for many other energy-driven systems, with the focus on reducing of all energy-related...

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Service-Oriented Middleware: Overview and Illustrative Example

AbstractIn this chapter we present an emerging approach to develop systems for WSN, named Service-Oriented Middleware (SOM), in which the WSN is logically viewed as a service provider for consumer...

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Middleware Platforms: State of the Art, New Issues, and Future Trends

AbstractIn this chapter we examine the rapid advances that have occurred recently in the wireless sensor networks (WSNs) domain and argue that intelligent middleware is needed to tackle the challenges...

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A Framework for the Local Information Dynamics of Distributed Computation in...

AbstractThe nature of distributed computation has long been a topic of interest in complex systems science, physics, artificial life and bioinformatics. In particular, emergent complex behavior has...

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Survey on Grid Resource Allocation Mechanisms

AbstractGrid is a distributed high performance computing paradigm that offers various types of resources (like computing, storage, communication) to resource-intensive user tasks. These tasks are...

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Randomized approximation scheme for resource allocation in hybrid-cloud...

AbstractUsing the virtually unlimited resource capacity of public cloud, dynamic scaling out of large-scale applications is facilitated. A critical question arises practically here is how to run such...

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On Cloud Spot Market: An Overview of the Research

AbstractIn Cloud computing, Infrastructure-as-a-Service (IaaS) can be purchased with three pricing schemes, namely reserved pricing, on-demand pricing and spot pricing. Within the spot pricing model,...

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Cloud Storage over Multiple Data Centers

AbstractCloud storage has become a booming trend in the last few years. Individual developers, companies, organizations, and even governments have either taken steps or at least shown great interests...

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Handbook on Data Centers

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Energy-efficient data replication in cloud computing datacenters

AbstractCloud computing is an emerging paradigm that provides computing, communication and storage resources as a service over a network. Communication resources often become a bottleneck in service...

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Performance analysis of data intensive cloud systems based on data management...

AbstractAs we delve deeper into the ‘Digital Age’, we witness an explosive growth in the volume, velocity, and variety of the data available on the Internet. For example, in 2012 about 2.5 quintillion...

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Adaptive multiple-workflow scheduling with task rearrangement

AbstractLarge-scale distributed computing systems like grids and more recently clouds are a platform of choice for many resource-intensive applications. Workflow applications account for the majority...

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CA-DAG: Modeling Communication-Aware Applications for Scheduling in Cloud...

AbstractThis paper addresses performance issues of resource allocation in cloud computing. We review requirements of different cloud applications and identify the need of considering communication...

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