Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Economic Models for Managing Cloud Services

Economic Models for Managing Cloud Services

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319738765
Condition
New
Product Description

The authors introduce both the quantitative and qualitative economic models as optimization tools for the selection of long-term cloud service requests. The economic models fit almost intuitively in the way business is usually done and maximize the profit of a cloud provider for a long-term period. The authors propose a new multivariate Hidden Markov and Autoregressive Integrated Moving Average (HMM-ARIMA) model to predict various patterns of runtime resource utilization. A heuristic-based Integer Linear Programming (ILP) optimization approach is developed to maximize the runtime resource utilization. It deploys a Dynamic Bayesian Network (DBN) to model the dynamic pricing and long-term operating cost. A new Hybrid Adaptive Genetic Algorithm (HAGA) is proposed that optimizes a non-linear profit function periodically to address the stochastic arrival of requests. Next, the authors explore the Temporal Conditional Preference Network (TempCP-Net) as the qualitative economic model to represent the high-level IaaS business strategies. The temporal qualitative preferences are indexed in a multidimensional k-d tree to efficiently compute the preference ranking at runtime. A three-dimensional Q-learning approach is developed to find an optimal qualitative composition using statistical analysis on historical request patterns. Finally, the authors propose a new multivariate approach to predict future Quality of Service (QoS) performances of peer service providers to efficiently configure a TempCP-Net. It discusses the experimental results and evaluates the efficiency of the proposed composition framework using Google Cluster data, real-world QoS data, and synthetic data. It also explores the significance of the proposed approach in creating an economically viable and stable cloud market. This book can be utilized as a useful reference to anyone who is interested in theory, practice, and application of economic models in cloud computing. This book will be an invaluable guide for small and medium entrepreneurs who have invested or plan to invest in cloud infrastructures and services. Overall, this book is suitable for a wide audience that includes students, researchers, and practitioners studying or working in service-oriented computing and cloud computing.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

User Interface Design for Programmers

$64.99

Atlas of Lacrimal Surgery

$199.99

Disaster Management for 2030 Agenda of the SDG

$109.00

Fundamentals of Computational Geoscience

$179.99

Foundation Expression Blend 4 with Silverlight

$39.99

Recht zwischen Umbruch und Bewahrung

$99.99

Fuzzy Logic, Neural Networks, and Evolutionary Computation

$39.99

Cytoskeleton

$249.99

Boxes

$3.71

Shakespeares Sonette in deutscher bersetzung: Stefan George und Paul Celan

$44.99

Die Aufzeichnung des Gelndes beim Krokieren fr geographische und technische Zwecke

$84.99

The Market Economy as a Social System

$129.99

Family Firms and Private Equity

$84.99

Systems Engineering and Artificial Intelligence

$139.00

Leaps of Faith

$24.99

Bewutsein

$74.99

Models and Projections of Demand in Post-War Britain

$54.99

ber den Anziehungsbereich eines Fixpunktes bei biholomorphen Abbildungen des n

$54.99

Hugo Grotius in International Thought

$54.99

Brain Informatics

$54.99

British Women Writers and the Profession of Literary Criticism, 1789-1832

$54.99

Supervision of Petri Nets

$169.00

Arms Markets and Armament Policy

$39.99

Introduction to Physics and Chemistry of Combustion

$169.99

Asymptotics for Associated Random Variables

$54.99

Schwarzenegger

$109.99

Software Engineering Application in Informatics

$179.99

Cornerstones of Freedom-Third Series: The Democratic Process

$6.71

Beyond the Home Front

$39.99

The Royal Dutch Theatre at the Hague 18041876

$54.99

Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis

$54.99

The Politics of IMF Lending

$54.99

Pulvermetallurgische Fertigungstechnik

$99.00

Problem Based Learning Discussions in Neuroanesthesia and Neurocritical Care

$179.99

Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers

$79.99

Zum Problem der Aspiration bei der Narkose

$69.99

Communication Excellence

$29.99

Experimental Aerodynamics

$79.99

Developments in Oriented Polymers2

$39.99

The More We Get Together

$5.24