Forecasting for Grid and Cloud Computing On-Demand Resources Based on Pattern Matching

PDF

IEEE Xplore Subscribers

[Front cover] (PDF)

pp. C1

Title Page i (PDF)

pp. i

Title Page iii (PDF)

pp. iii

[Copyright notice] (PDF)

pp. iv

Table of contents (PDF)

pp. v-xii

Message from the General Chair (PDF)

pp. xiii

Message from the Program Chairs (PDF)

pp. xiv

Message from the Cloud Computing Association (PDF)

pp. xv

Message from the Workshop Chairs (PDF)

pp. xvi

Conference organization (PDF)

pp. xvii-xxiii

LEMO-MR: Low Overhead and Elastic MapReduce Implementation Optimized for Memory and CPU-Intensive Applications (Abstract)

Zacharia Fadika

Madhusudhan Govindaraju

pp. 1-8

PDF

Voronoi-Based Geospatial Query Processing with MapReduce (Abstract)

Afsin Akdogan

Ugur Demiryurek

Farnoush Banaei-Kashani

Cyrus Shahabi

pp. 9-16

PDF

LEEN: Locality/Fairness-Aware Key Partitioning for MapReduce in the Cloud (Abstract)

Shadi Ibrahim

Hai Jin

Lu Lu

Song Wu

Bingsheng He

Li Qi

pp. 17-24

PDF

Applying Twister to Scientific Applications (Abstract)

pp. 25-32

PDF

Evaluation of MapReduce for Gridding LIDAR Data (Abstract)

pp. 33-40

PDF

Correlation Based File Prefetching Approach for Hadoop (Abstract)

Bo Dong

Jie Qiu

Ying Li

pp. 41-48

PDF

Reliability Support in Virtual Infrastructures (Abstract)

pp. 49-58

PDF

J. Octavio Gutierrez-Garcia

Self-Organizing Agents for Service Composition in Cloud Computing (Abstract)

Kwang-Mong Sim

pp. 59-66

PDF

elasticLM: A Novel Approach for Software Licensing in Distributed Computing Infrastructures (Abstract)

pp. 67-74

PDF

A Mechanism of Flexible Memory Exchange in Cloud Computing Environments (Abstract)

pp. 75-80

PDF

A Novel Approach for Cooperative Overlay-Maintenance in Multi-overlay Environments (Abstract)

pp. 81-88

PDF

Fine-Grained Data Access Control Systems with User Accountability in Cloud Computing (Abstract)

Jin Li

pp. 89-96

PDF

Trusted Data Sharing over Untrusted Cloud Storage Providers (Abstract)

Jin Li

pp. 97-103

PDF

A Token-Based Access Control System for RDF Data in the Clouds (Abstract)

Arindam Khaled

Mohammad Farhan Husain

Latifur Khan

Kevin W. Hamlen

Bhavani Thuraisingham

pp. 104-111

PDF

Image Distribution Mechanisms in Large Scale Cloud Providers (Abstract)

pp. 112-117

PDF

A Hybrid and Secure Mechanism to Execute Parameter Survey Applications on Local and Public Cloud Resources (Abstract)

Hao Sun

Kento Aida

pp. 118-126

PDF

Combinatorial Auction-Based Allocation of Virtual Machine Instances in Clouds (Abstract)

Sharrukh Zaman

Daniel Grosu

pp. 127-134

PDF

Cost-Optimal Outsourcing of Applications into the Clouds (Abstract)

pp. 135-142

PDF

Towards a Reference Architecture for Semantically Interoperable Clouds (Abstract)

Konstantinos Tarabanis

pp. 143-150

PDF

CloudView: Describe and Maintain Resource View in Cloud (Abstract)

pp. 151-158

PDF

Performance Analysis of High Performance Computing Applications on the Amazon Web Services Cloud (Abstract)

pp. 159-168

PDF

Cost-Effective HPC: The Community or the Cloud? (Abstract)

pp. 169-176

PDF

Combining Grid and Cloud Resources by Use of Middleware for SPMD Applications (Abstract)

pp. 177-184

PDF

Analyzing Electroencephalograms Using Cloud Computing Techniques (Abstract)

pp. 185-192

PDF

Rapid Processing of Synthetic Seismograms Using Windows Azure Cloud (Abstract)

Vedaprakash Subramanian

Liqiang Wang

En-Jui Lee

Po Chen

pp. 193-200

PDF

Finding Tropical Cyclones on a Cloud Computing Cluster: Using Parallel Virtualization for Large-Scale Climate Simulation Analysis (Abstract)

D. Hasenkamp

A. Sim

M. Wehner

K. Wu

pp. 201-208

PDF

Performing Large Science Experiments on Azure: Pitfalls and Solutions (Abstract)

Wei Lu

pp. 209-217

PDF

Exploring Architecture Options for a Federated, Cloud-Based System Biology Knowledgebase (Abstract)

Ian Gorton

Yan Liu

Jian Yin

pp. 218-225

PDF

Usage Patterns to Provision for Scientific Experimentation in Clouds (Abstract)

Eran Chinthaka Withana

Beth Plale

pp. 226-233

PDF

Semantics Centric Solutions for Application and Data Portability in Cloud Computing (Abstract)

Ajith Ranabahu

Amit Sheth

pp. 234-241

PDF

Affinity-Aware Dynamic Pinning Scheduling for Virtual Machines (Abstract)

Zhi Li

Yuebin Bai

Huiyong Zhang

Yao Ma

pp. 242-249

PDF

Achieving High Throughput by Transparent Network Interface Virtualization on Multi-core Systems (Abstract)

Zhi Li

pp. 250-257

PDF

Xenrelay: An Efficient Data Transmitting Approach for Tracing Guest Domain (Abstract)

Hai Jin

Wenzhi Cao

Pingpeng Yuan

Xia Xie

pp. 258-265

PDF

Power-Saving in Large-Scale Storage Systems with Data Migration (Abstract)

pp. 266-273

PDF

Evaluation and Analysis of GreenHDFS: A Self-Adaptive, Energy-Conserving Variant of the Hadoop Distributed File System (Abstract)

pp. 274-287

PDF

Data Replication and Power Consumption in Data Grids (Abstract)

pp. 288-295

PDF

Resource Provisioning for Enriched Services in Cloud Environment (Abstract)

pp. 296-303

PDF

Using Global Behavior Modeling to Improve QoS in Cloud Data Storage Services (Abstract)

pp. 304-311

PDF

Building a Distributed Block Storage System for Cloud Infrastructure (Abstract)

Yu Ma

pp. 312-318

PDF

REMEM: REmote MEMory as Checkpointing Storage (Abstract)

Hui Jin

Xian-He Sun

Yong Chen

Tao Ke

pp. 319-326

PDF

Resource Allocation with a Budget Constraint for Computing Independent Tasks in the Cloud (Abstract)

Weiming Shi

Bo Hong

pp. 327-334

PDF

A Multi-agent Approach for Semantic Resource Allocation (Abstract)

pp. 335-342

PDF

Investigating Business-Driven Cloudburst Schedulers for E-Science Bag-of-Tasks Applications (Abstract)

pp. 343-350

PDF

Bag-of-Tasks Scheduling under Budget Constraints (Abstract)

Ana-Maria Oprescu

Thilo Kielmann

pp. 351-359

PDF

A Novel Heuristic-Based Task Selection and Allocation Framework in Dynamic Collaborative Cloud Service Platform (Abstract)

pp. 360-367

PDF

CloudBATCH: A Batch Job Queuing System on Clouds with Hadoop and HBase (Abstract)

Chen Zhang

Hans De Sterck

pp. 368-375

PDF

A Novel Parallel Traffic Control Mechanism for Cloud Computing (Abstract)

pp. 376-382

PDF

Exploring the Performance Fluctuations of HPC Workloads on Clouds (Abstract)

pp. 383-387

PDF

Scheduling Hadoop Jobs to Meet Deadlines (Abstract)

Kamal Kc

Kemafor Anyanwu

pp. 388-392

PDF

Petri Net Modeling of the Reconfigurable Protocol Stack for Cloud Computing Control Systems (Abstract)

Athanasios V. Vasilakos

Naixue Xiong

pp. 393-400

PDF

Tree-Based Consistency Approach for Cloud Databases (Abstract)

Md. Ashfakul Islam

Susan V. Vrbsky

pp. 401-404

PDF

Application-Oriented Remote Verification Trust Model in Cloud Computing (Abstract)

Xiaofei Zhang

Hui Liu

Bin Li

pp. 405-408

PDF

Recommendations for Virtualization Technologies in High Performance Computing (Abstract)

Nathan Regola

Jean-Christophe Ducom

pp. 409-416

PDF

A Comparison and Critique of Eucalyptus, OpenNebula and Nimbus (Abstract)

Peter Sempolinski

Douglas Thain

pp. 417-426

PDF

Exploratory Project: State of the Cloud, from University of Michigan and Beyond (Abstract)

Traci L. Ruthkoski

pp. 427-432

PDF

Self-Caring IT Systems: A Proof-of-Concept Implementation in Virtualized Environments (Abstract)

Selvi Kadirvel

José A.B. Fortes

pp. 433-440

PDF

Dynamic Resource Provisioning for Data Streaming Applications in a Cloud Environment (Abstract)

pp. 441-448

PDF

User Demand Prediction from Application Usage Pattern in Virtual Smartphone (Abstract)

pp. 449-455

PDF

Dynamic Request Allocation and Scheduling for Context Aware Applications Subject to a Percentile Response Time SLA in a Distributed Cloud (Abstract)

pp. 464-472

PDF

Initial Findings for Provisioning Variation in Cloud Computing (Abstract)

M. Suhail Rehman

Majd F. Sakr

pp. 473-479

PDF

VDBench: A Benchmarking Toolkit for Thin-Client Based Virtual Desktop Environments (Abstract)

pp. 480-487

PDF

Attaching Cloud Storage to a Campus Grid Using Parrot, Chirp, and Hadoop (Abstract)

pp. 488-495

PDF

Krishnaprasad Thirunarayan

Power of Clouds in Your Pocket: An Efficient Approach for Cloud Mobile Hybrid Application Development (Abstract)

Ashwin Manjunatha

Ajith Ranabahu

Amit Sheth

pp. 496-503

PDF

CSAL: A Cloud Storage Abstraction Layer to Enable Portable Cloud Applications (Abstract)

Zach Hill

Marty Humphrey

pp. 504-511

PDF

Sustainable Network Resource Management System for Virtual Private Clouds (Abstract)

pp. 512-520

PDF

SafeVanish: An Improved Data Self-Destruction for Protecting Data Privacy (Abstract)

pp. 521-528

PDF

BetterLife 2.0: Large-Scale Social Intelligence Reasoning on Cloud (Abstract)

pp. 529-536

PDF

Intercloud Security Considerations (Abstract)

David Bernstein

Deepak Vij

pp. 537-544

PDF

Performance Considerations of Data Acquisition in Hadoop System (Abstract)

Baodong Jia

Tomasz Wiktor Wlodarczyk

Chunming Rong

pp. 545-549

PDF

Abstractions for Loosely-Coupled and Ensemble-Based Simulations on Azure (Abstract)

André Luckow

Shantenu Jha

pp. 550-556

PDF

Research Issues for Software Testing in the Cloud (Abstract)

pp. 557-564

PDF

MapReduce in the Clouds for Science (Abstract)

pp. 565-572

PDF

Efficient Metadata Generation to Enable Interactive Data Discovery over Large-Scale Scientific Data Collections (Abstract)

Sangmi Lee Pallickara

pp. 573-580

PDF

Energy Use in the Media Cloud: Behaviour Change, or Technofix? (Abstract)

Chris Preist

Paul Shabajee

pp. 581-586

PDF

Enabling Sustainable Clouds via Environmentally Opportunistic Computing (Abstract)

pp. 587-592

PDF

Social Impact of Privacy in Cloud Computing (Abstract)

Rui Máximo Esteves

Chunming Rong

pp. 593-596

PDF

On the Sustainability Impacts of Cloud-Enabled Cyber Physical Space (Abstract)

Tomasz Wiktor Wlodarczyk

Chunming Rong

pp. 597-602

PDF

Framing the Issues of Cloud Computing & Sustainability: A Design Perspective (Abstract)

Yue Pan

Siddharth Maini

Eli Blevis

pp. 603-608

PDF

An Interface Design for Future Cloud-Based Visualization Services (Abstract)

pp. 609-613

PDF

The Ethics of Cloud Computing: A Conceptual Review (Abstract)

pp. 614-620

PDF

User Experience and Security in the Cloud -- An Empirical Study in the Finnish Cloud Consortium (Abstract)

pp. 621-628

PDF

Cloud Computing for Enhanced Mobile Health Applications (Abstract)

M.T. Nkosi

F. Mekuria

pp. 629-633

PDF

OpenPMF SCaaS: Authorization as a Service for Cloud & SOA Applications (Abstract)

Ulrich Lang

pp. 634-643

PDF

Security Services Lifecycle Management in On-Demand Infrastructure Services Provisioning (Abstract)

pp. 644-650

PDF

Modeling the Runtime Integrity of Cloud Servers: A Scoped Invariant Perspective (Abstract)

pp. 651-658

PDF

Inadequacies of Current Risk Controls for the Cloud (Abstract)

M. Auty

pp. 659-666

PDF

A Privacy Impact Assessment Tool for Cloud Computing (Abstract)

pp. 667-676

PDF

A Framework for Evaluating Clustering Algorithm (Abstract)

Joshua Ojo Nehinbe

pp. 677-686

PDF

Do You Get What You Pay For? Using Proof-of-Work Functions to Verify Performance Assertions in the Cloud (Abstract)

Falk Koeppe

Joerg Schneider

pp. 687-692

PDF

Privacy, Security and Trust Issues Arising from Cloud Computing (Abstract)

Siani Pearson

Azzedine Benameur

pp. 693-702

PDF

CloudSEC: A Cloud Architecture for Composing Collaborative Security Services (Abstract)

Jia Xu

Jia Yan

pp. 703-711

PDF

Trust and Cloud Services - An Interview Study (Abstract)

pp. 712-720

PDF

HAMA: An Efficient Matrix Computation with the MapReduce Framework (Abstract)

pp. 721-726

PDF

The Two Quadrillionth Bit of Pi is 0! Distributed Computation of Pi with Apache Hadoop (Abstract)

Tsz-Wo Sze

pp. 727-732

PDF

Hybrid Map Task Scheduling for GPU-Based Heterogeneous Clusters (Abstract)

pp. 733-740

PDF

Pepper: An Elastic Web Server Farm for Cloud Based on Hadoop (Abstract)

Subramaniam Krishnan

Jean Christophe Counio

pp. 741-747

PDF

Characterization of Hadoop Jobs Using Unsupervised Learning (Abstract)

pp. 748-753

PDF

SSS: An Implementation of Key-Value Store Based MapReduce Framework (Abstract)

pp. 754-761

PDF

Implementation and Performance Evaluation of a Hybrid Distributed System for Storing and Processing Images from the Web (Abstract)

pp. 762-767

PDF

Cogset vs. Hadoop: Measurements and Analysis (Abstract)

pp. 768-775

PDF

Howdah - A Flexible Pipeline Framework for Analyzing Genomic Data (Abstract)

pp. 776-779

PDF

Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems Using MapReduce (Abstract)

Di-Wei Huang

Jimmy Lin

pp. 780-785

PDF

A Study in Hadoop Streaming with Matlab for NMR Data Processing (Abstract)

pp. 786-789

PDF

A MapReduce-Based Architecture for Rule Matching in Production System (Abstract)

Bin Cao

pp. 790-795

PDF

Author Index (PDF)

pp. 796-801

[Publisher's information] (PDF)

pp. 802