Cloud Data Management

Cloud Data Management
By:Liang Zhao,Sherif Sakr,Anna Liu,Athman Bouguettaya
Published on 2014-07-08 by Springer

In practice, the design and architecture of a cloud varies among cloud providers. We present a generic evaluation framework for the performance, availability and reliability characteristics of various cloud platforms. We describe a generic benchmark architecture for cloud databases, specifically NoSQL database as a service. It measures the performance of replication delay and monetary cost. Service Level Agreements (SLA) represent the contract which captures the agreed upon guarantees between a service provider and its customers. The specifications of existing service level agreements (SLA) for cloud services are not designed to flexibly handle even relatively straightforward performance and technical requirements of consumer applications. We present a novel approach for SLA-based management of cloud-hosted databases from the consumer perspective and an end-to-end framework for consumer-centric SLA management of cloud-hosted databases. The framework facilitates adaptive and dynamic provisioning of the database tier of the software applications based on application-defined policies for satisfying their own SLA performance requirements, avoiding the cost of any SLA violation and controlling the monetary cost of the allocated computing resources. In this framework, the SLA of the consumer applications are declaratively defined in terms of goals which are subjected to a number of constraints that are specific to the application requirements. The framework continuously monitors the application-defined SLA and automatically triggers the execution of necessary corrective actions (scaling out/in the database tier) when required. The framework is database platform-agnostic, uses virtualization-based database replication mechanisms and requires zero source code changes of the cloud-hosted software applications.

This Book was ranked at 22 by Google Books for keyword Data Processing.

Book ID of Cloud Data Management's Books is Qj-5BQAAQBAJ, Book which was written byLiang Zhao,Sherif Sakr,Anna Liu,Athman Bouguettayahave ETAG "KUBUeoqdTrc"

Book which was published by Springer since 2014-07-08 have ISBNs, ISBN 13 Code is 9783319047652 and ISBN 10 Code is 3319047655

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