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Large Scale Network-Centric Distributed Systems by Albert Y. Zomaya, Hamid Sarbazi-Azad

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20

Broker-Mediated Cloud-Aggregation Mechanism Using Markovian Queues for Scheduling Bag-of-Tasks (BoT) Applications

Ganesh Neelakanta Iyer and Bharadwaj Veeravalli

Contents

20.1 Introduction

Many data-intensive applications from several fields, including data mining [1] and computational biology [2], have been modeled as Bag-of-Tasks (BoT) applications. BoT applications are parallel applications whose tasks are independent of each other [3], [4]. In other words, a BoT application is an application that executes in terms of tasks [5]. Examples include simulation of a large number of independent trials or events ...

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