Cloud Data Management

Nonfiction, Computers, Networking & Communications, Hardware, Database Management, General Computing
Cover of the book Cloud Data Management by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu ISBN: 9783319047652
Publisher: Springer International Publishing Publication: July 8, 2014
Imprint: Springer Language: English
Author: Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
ISBN: 9783319047652
Publisher: Springer International Publishing
Publication: July 8, 2014
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Therapeutic Farms by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Using Medicine in Science Fiction by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Convex Functions and Their Applications by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Complexity in Financial Markets by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Big Data for Urban Sustainability by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Where is the Gödel-point hiding: Gentzen’s Consistency Proof of 1936 and His Representation of Constructive Ordinals by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Advances in Artificial Intelligence by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book E-Business and Telecommunications by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Innovative Technologies in Urban Mapping by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book New Private Sector Providers in the Welfare State by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book E-Business and Telecommunications by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Global Business Value Innovations by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Formal Techniques for Safety-Critical Systems by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Optical Coherence Tomography in Multiple Sclerosis by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
Cover of the book Customer Knowledge Management by Liang Zhao, Sherif Sakr, Athman Bouguettaya, Anna Liu
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy