Conformance Checking and Simulation-based Evolutionary Optimization for Deployment and Reconfiguration of Software in the Cloud

Conformance Checking and Simulation-based Evolutionary Optimization for Deployment and Reconfiguration of Software in the Cloud
Author :
Publisher : BoD – Books on Demand
Total Pages : 638
Release :
ISBN-10 : 9783732297344
ISBN-13 : 3732297349
Rating : 4/5 (44 Downloads)

Book Synopsis Conformance Checking and Simulation-based Evolutionary Optimization for Deployment and Reconfiguration of Software in the Cloud by : Sören Frey

Download or read book Conformance Checking and Simulation-based Evolutionary Optimization for Deployment and Reconfiguration of Software in the Cloud written by Sören Frey and published by BoD – Books on Demand. This book was released on 2014-01-30 with total page 638 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many SaaS providers nowadays want to leverage the cloud’s capabilities also for their existing applications, for example, to enable sound scalability and cost-effectiveness. This thesis provides the approach CloudMIG that supports SaaS providers to migrate those applications to IaaS and PaaS-based cloud environments. CloudMIG consists of a step-by-step process and focuses on two core components. (1) Restrictions imposed by specific cloud environments (so-called cloud environment constraints (CECs)), such as a limited file system access or forbidden method calls, can be validated by an automatic conformance checking approach. (2) A cloud deployment option (CDO) determines which cloud environment, cloud resource types, deployment architecture, and runtime reconfiguration rules for exploiting a cloud’s elasticity should be used. The implied performance and costs can differ in orders of magnitude. CDOs can be automatically optimized with the help of our simulation-based genetic algorithm CDOXplorer. Extensive lab experiments and an experiment in an industrial context show CloudMIG’s applicability and the excellent performance of its two core components.


Conformance Checking and Simulation-based Evolutionary Optimization for Deployment and Reconfiguration of Software in the Cloud Related Books

Conformance Checking and Simulation-based Evolutionary Optimization for Deployment and Reconfiguration of Software in the Cloud
Language: en
Pages: 638
Authors: Sören Frey
Categories: Computers
Type: BOOK - Published: 2014-01-30 - Publisher: BoD – Books on Demand

DOWNLOAD EBOOK

Many SaaS providers nowadays want to leverage the cloud’s capabilities also for their existing applications, for example, to enable sound scalability and cost
Model Checking, second edition
Language: en
Pages: 423
Authors: Edmund M. Clarke, Jr.
Categories: Computers
Type: BOOK - Published: 2018-12-04 - Publisher: MIT Press

DOWNLOAD EBOOK

An expanded and updated edition of a comprehensive presentation of the theory and practice of model checking, a technology that automates the analysis of comple
Genetic Algorithms in Search, Optimization, and Machine Learning
Language: en
Pages: 436
Authors: David Edward Goldberg
Categories: Computers
Type: BOOK - Published: 1989 - Publisher: Addison-Wesley Professional

DOWNLOAD EBOOK

A gentle introduction to genetic algorithms. Genetic algorithms revisited: mathematical foundations. Computer implementation of a genetic algorithm. Some applic
IBM CloudBurst on System x
Language: en
Pages: 322
Authors: Byron Braswell
Categories: Computers
Type: BOOK - Published: 2012-05-04 - Publisher: IBM Redbooks

DOWNLOAD EBOOK

This IBM® Redbooks® publication gives an overview of Cloud solutions, followed by detailed information and usage scenarios for IBM CloudBurst® in a System x�
Accelerating Modernization with Agile Integration
Language: en
Pages: 650
Authors: Adeline SE Chun
Categories: Computers
Type: BOOK - Published: 2020-07-01 - Publisher: IBM Redbooks

DOWNLOAD EBOOK

The organization pursuing digital transformation must embrace new ways to use and deploy integration technologies, so they can move quickly in a manner appropri