Advances in Grid and Pervasive Computing

Name: Advances in Grid and Pervasive Computing | 7th International Conference, GPC 2012, Hong Kong, China, May 11-13, 2012, Proceedings
Brand: Springer
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7th International Conference, GPC 2012, Hong Kong, China, May 11-13, 2012, Proceedings

Ruixuan Li Jiannong Cao Julien Bourgeois(Herausgeber*in)

Springer (Verlag)

Erschienen am 8. Mai 2012

XIII, 370 Seiten

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978-3-642-30767-6 (ISBN)

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Inhalt

Title Page
Preface
Organization
Table of Contents
From Web Cache to Cloud Cache
Introduction
ProposedStrategy
Design Rationales
Practicality
Performance Evaluation
Input Data Sets
Performance Metrics
Cost Models
Window Sizes
Empirical Results
Related Work
Object Sizes, Loading Costs and Access Frequencies
Access Recencies
Object Loading Latencies
Object Expirations
Conclusion
References
pCloud: An Adaptive I/O Resource Allocation Algorithm with Revenue Considerationover Public Clouds
Introduction
Background
Motivation Example
Contributions and Paper Organization
Trade-offs and Scheduling Goals
Adaptive SLO Decomposition and Scheduling Algorithm
Task Characteristics
Access Pattern Modeling and SLO Decomposition
Normalized Revenue
Scheduling Framework
Experiment and Analysis
Testbed Setup
SLO Decomposition
Latency Control
Revenue Based Allocation
Related Works
Conclusions and Future Works
References
A Gossip-Based Mutual Exclusion Algorithm for Cloud Environments
Introduction
Model and Problem Specifications
System Model
Specifications of the Problem
Performance Metrics
Gossip-Based Mutual Exclusion Algorithm
Review of the Gossip-Based Algorithm
Basic Idea
Proposed Algorithm
Proof of the Algorithm
Evaluation
Simulation Results
Complexity Analysis
Conclusions
References
An Effective Partition Approach for Elastic Application Development on Mobile Cloud Computing
Introduction
Related Work
Elastic Partition Algorithm
Cost Graph
Optimization Problem
Improved (K+1) Coarse Partition Algorithm
Partition Cost Module
Implement and Evaluation
Experiment 1
Experiment 2
Conclusion and Future Work
References
Memory Virtualization for MIPS Processor Based Cloud Server
Introduction
Analysis of Challenges in Memory Virtualization
Related Work
The Memory Architecture of Loongson 3
Virtual Address Space of Loongson 3 Processors
The Translation Lookaside Buffer of Loongson 3
Address Space Construction and Mapping Mechanism
The TLB Maintenance Method
The Architecture and Workflow of the TLBs
The Shadow TLB
TLB Miss Exception Handler
Experiments and Results Analysis
Conclusions
References
Implementation of a Distributed Data Storage System with Resource Monitoring on Cloud Computing
Introduction
Background
System Design and Implementation
Block Distributed File System
System Architecture of Distributed Data Storage
Experimental and Results
Experimental Environment
Experimental Results
Conclusions and Future Work
References
Design, Verification and Prototyping the Next Generation of Desktop Grid Middleware
Introduction
Context and Motivations
Key Issues in Designing DG Middleware
Resources Coordination
The Publish-Subscribe Paradigm
BonjourGrid
Related Work
Contributions
Analysis and Criticisms
A Colored Petri Net Model for the Publish-Subscribe Paradigm
A Colored Petri Net Model for the BonjourGrid Protocol
A Prototype Based on Redis
Conclusion
References
A Request Multiplexing Method Based on Multiple Tenants in SaaS
Introduction
Request Multiplexing Method for Multi-tenants
Request Multiplexing Method
Description of Algorithm
Implementation and Compare
Conclusion and Future Work
References
An Adaptive Design Pattern for Genetic Algorithm-Based Composition of Web Servicesin Autonomic Computing Systems Using SOA
Introduction
Related Work
Parallel Genetic Algorithm Based Composition Design Pattern Template
Pattern Name
Classification
Intent
Motivation
Proposed Design Pattern Structure
Participants
Applicability
Case Study
Discussion
Conclusion
References
Service-Oriented Ontology and Its Evolution
Introduction
Related Work
Works Related to Service Ontology
Comparative Analysis
Service Ontology
Formal Specification
Hierarchical Structure
Evolution of Service Ontology
Case Study
Conclusion and Future Work
References
Energy Efficient Activity Recognition Basedon Low Resolution Accelerometer in Smart Phones
Introduction
Related Work
Activity Recognition
Energy Conservation
Data Acquisition
Activity Recognition
The Framework of Activity Recognition
Feature Extraction
Hierarchical Recognition Scheme
Experiment and Evaluation
Activity Recognition Rate
Power Consumption
Computational Load
Conclusion
References
Energy Efficient Allocation of Virtual Machines in CloudComputing Environments Based on Demand Forecast
Introduction
Related Work
A System Model for VMs Allocation
Algorithms
Problem Statement
Demand Forecast
Modified Knapsack Algorithm for VMs Allocation
Self-optimizing Module
Experiments
Experimental Setup
Demand Collection
Performance of Forecast
Performance of Algorithm
Conclusions and Future Work
References
Energy Conservative Mobile Cloud Infrastructure
Introduction
Related Work
Proposed Solution
Energy Conservative Method
Helper Classifier
Helper Classification Method
Peer to Peer Transfer
Limit Factor
Caching
Node Migration
Centralized Server
Implementation and Evaluation
Assumptions
Conclusion
Future Work
References
Power-Constrained Actuator Coordination for Agricultural Sensor Networks
Introduction
Background and Related Work
Power Management for a Farm Group
System and Task Models
Group-Level Coordination
Performance Measurement
Conclusions
References
Design and Evaluation of Mobile Applications with Full and Partial Offloadings
Introduction
Related Works
Full and Partial Offloading
Process to Design Mobile Applications with Offloading
Step 1. Identifying Remotable Functionality
Step 2. Partition Application and Datasets
Step 3. Deploy Partitioned Applications and Datasets
Step 4. Run and Synchronize States
Evaluating Response Time and Energy Consumption Rates
Evaluating Standalone Mobile Applications
Evaluating Mobile Application with Full Offloading
Evaluating Mobile Application with Partial Offloading
Experiments and Evaluation
Experiment Settings and Results
Interpretations
Conclusion
References
A Cross-Layer Scheme to Improve TCP Performance in Wireless Multi-hop Networks
Introduction
Background and Related Work
Mechanism Analysis and TCP-CEV Scheme
Impact of TCP Window Mechanism
Impact of Loss Event Rates
TCP CEV Scheme
Cross-Layer Solution of CEV
Simulation and Comparisons
Simulation Parameters
Chain Topology
More Complex Topology and Flow Patterns
Conclusion
References
A Fully Abstract View for Local Cause Semantics
Introduction
Polyadic $\pi$ - Calculus
Local Cause Polyadic $\ pi$- Calculus
Encoding the Local Cause Polyadic $\pi$-Calculus into the Polyadic $\pi $-Calculus
Intuitive Example
Encoding
Property
Application
Conclusion
References
Efficiency Considerations in Policy Based Management in Resource Constrained Devices
Introduction
Policy
Policy Based Resource Management in a Mobile Device
Policy Model
Option Graph
Policy Graph
Policy Semantics
Policy Violation
Measuring Policy Performance
Related Work
Conclusion
References
Agent Based Quality Management Middleware for Context-Aware Pervasive Applications
Introduction
Middleware Based QoS Management
Architecture of the Context-Aware Middleware
Agent Based Quality Management of Context
Ontology Based Quality Index
Detection and Discarding of Duplicate Context
QoC-Aware Component/Service Selection
Performance Results
Conclusions
References
A Virtual File System for Streaming Loading of Virtual Software on Windows NT
Introduction
Key Technologies
Application-Level On-Demand Streaming Loading
Network File System Driver Development on Windows NT
Design and Implementation
Virtual Application Encapsulator
Virtual File System Driver
Software Repository
Experiments
Function Evaluation
Function Evaluation
Related Work
Conclusion and Future Work
References
TBF: A High-Efficient Query Mechanism in De-duplication Backup System
Introduction
Related Works
Data Fingerprint Query Based on the TBF
Standard Bloom Filter (SBF) Algorithm
Principle of TBF Algorithm
Performance Analysis for TBF
Experiments
Experiment Setup
Hash Functions Class
Improvement of Performance for TBF
Conclusions
References
Estimating Deadline-Miss Probabilities of Tasks in Large Distributed Systems
Introduction
Related Works
Analysis of Trace Data
Estimating Deadline-Miss Probability
Random History Method
Other Methods
Simulations of Scheduling Low Latency Batches
Conclusion
References
Global Pricing in Large Scale Computational Markets
Introduction
Concepts, Hypotheses and Choice of an Economic Model
Related Work
The Distributed Computational Market Model
The Pricing
Super-Peer Algorithm
Peer Algorithm
Simulations and Results
Substitutable Commodities for Matrix Computation
The First Case Study: Convex Preferences
The Second Case Study: Linear Preferences
Conclusion and Perspectives
References
A New RBAC Based Access Control Model for Cloud Computing
Introduction
CARBAC: The RBAC for Cloud Computing Environment
Models and Definitions
User Access Control Management
Instances
The Security Analysis
Reduction for AATU
Reduction for AAR
Conclusion
References
QoS Monitoring and Dynamic Trust Establishment in the Cloud
Introduction
Issues in Trust Establishment
Proposed Solution
QoS Monitor
Dynamic Trust Model Based on Markov Chain
Establishing Trust over the Third Party
Implementation and Evaluation
Web Interface
QoS Monitor
Trust Calculator
Impact of Various Factors on Trust
Related Work
Conclusions
References
Multihop-Based Key Management in Hierarchical Wireless Sensor Network
Introduction
Related Work
System Model
Network Model
Notations
Multihop-Based Key Management
The Cluster Head Election
The Cluster Formation
The Initial Key Generation
The Common Key Discovery
The Rekey Process
Security Analysis
Conclusion and Future Work
References
A Bullet-Proof Verification Using Distributed Watchdogs (BPV-DW) to Detect Black Hole Attackin Mobile Ad Hoc Networks
Introduction
Background
Network Model
Problem Identification
BPV-DW Method
Local Decision Process
Global Verification Process
Distributed Watchdog Mechanism
Performance Evaluation
Simulation Environment and Performance Metrics
Concluding Remarks
References
Performance Analysis for Workflow Management Systems under Role-Based Authorization Control
Introduction
Related Works
Role-Based Workflow Authorization Model
The Role Hierarchy in a System
Authorization under Role Cardinality and Context Constraint
Authorization under Task Context Constraint
Performance Analysis of Workflow Management System under Constraints
System Parameters
System Analysis under Role Cardinality Constraints
System Performance Analysis
Conclusions and Future Works
References
A Medical Image File Accessing System with Virtualization Fault Tolerance on Cloud
Introduction
Background
Medical Technologies
Virtualization
Related Work
System Design and Implementation
DRBD
Virtualization Fault Tolerance Design
System Architecture
Experimental and Results
Conclusions
References
Enhanced Password-Based User Authentication Using Smart Phone
Introduction
Problems of Password for an User Authentication
Enhanced Password-Based User Authentication Scheme Using SmartPhone
Terms and Abbreviations
Symbols and Notions
Assumptions
Service Protocol
Analysis
Conclusion
References
Development of m-TMS for Trusted Computingin Mobile Cloud
Introduction
Related Works
TPM
BiT Profiling
IssS of Cloud Computing
Description of TPB
Design of m-TMS
Implementation of m-TMS
Single Monitoring
Multiple Monitoring
Conclusions
References
An Efficient Cloud Storage Model for Cloud Computing Environment
Introduction
Related Work
Cloud Computing Environment
Cloud Storage
Cloud Storage Model for Cloud Computing
Conclusion
References
Author Index

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