The AppLeS parameter sweep template: user-level middleware for the grid
Proceedings of the 2000 ACM/IEEE conference on Supercomputing
A taxonomy and survey of grid resource management systems for distributed computing
Software—Practice & Experience
TPC-W: A Benchmark for E-Commerce
IEEE Internet Computing
The Vision of Autonomic Computing
Computer
A computational economy for grid computing and its implementation in the Nimrod-G resource broker
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
NetLogger: A Toolkit for Distributed System Performance Analysis
MASCOTS '00 Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems
Competitive proportional resource allocation policy for computational grid
Future Generation Computer Systems - Special issue: Computational science of lattice Boltzmann modelling
GridEye: A Service-oriented Grid Monitoring System with Improved Forecasting Algorithm
GCCW '06 Proceedings of the Fifth International Conference on Grid and Cooperative Computing Workshops
Bootstrapping Performance and Dependability Attributes ofWeb Services
ICWS '06 Proceedings of the IEEE International Conference on Web Services
Towards Unified QoS/SLA Ontologies
SCW '06 Proceedings of the IEEE Services Computing Workshops
A model-driven approach to describe and predict the performance of composite services
WOSP '07 Proceedings of the 6th international workshop on Software and performance
Characterizing resource availability in enterprise desktop grids
Future Generation Computer Systems
On the User-Scheduler Dialogue: Studies of User-Provided Runtime Estimates and Utility Functions
International Journal of High Performance Computing Applications
Pricing for Utility-Driven Resource Management and Allocation in Clusters
International Journal of High Performance Computing Applications
Managing service level agreement contracts in OGSA-based Grids
Future Generation Computer Systems
An innovative workflow mapping mechanism for Grids in the frame of Quality of Service
Future Generation Computer Systems
Towards autonomous SLA management using a proxy-like approach
Multiagent and Grid Systems - Special Issue on "Advances in Grid services Engineering and Management"
A new mechanism for resource monitoring in Grid computing
Future Generation Computer Systems
Future Generation Computer Systems
The Eucalyptus Open-Source Cloud-Computing System
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Utility Driven Adaptive Work?ow Execution
CCGRID '09 Proceedings of the 2009 9th IEEE/ACM International Symposium on Cluster Computing and the Grid
Establishing and Monitoring SLAs in Complex Service Based Systems
ICWS '09 Proceedings of the 2009 IEEE International Conference on Web Services
Towards Self-Manageable Cloud Services
COMPSAC '09 Proceedings of the 2009 33rd Annual IEEE International Computer Software and Applications Conference - Volume 02
Virtual Infrastructure Management in Private and Hybrid Clouds
IEEE Internet Computing
Sandpiper: Black-box and gray-box resource management for virtual machines
Computer Networks: The International Journal of Computer and Telecommunications Networking
Monitoring and steering Grid applications with GRID superscalar
Future Generation Computer Systems
Building an automated and self-configurable emulation testbed for grid applications
Software—Practice & Experience
Towards energy-aware scheduling in data centers using machine learning
Proceedings of the 1st International Conference on Energy-Efficient Computing and Networking
Three-Phase Cross-Cloud Federation Model: The Cloud SSO Authentication
AFIN '10 Proceedings of the 2010 Second International Conference on Advances in Future Internet
Energy Efficient Resource Management in Virtualized Cloud Data Centers
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
How to Enhance Cloud Architectures to Enable Cross-Federation
CLOUD '10 Proceedings of the 2010 IEEE 3rd International Conference on Cloud Computing
Towards Knowledge Management in Self-Adaptable Clouds
SERVICES '10 Proceedings of the 2010 6th World Congress on Services
The reservoir model and architecture for open federated cloud computing
IBM Journal of Research and Development
Task profiling model for load profile prediction
Future Generation Computer Systems
SLA enabled CARE resource broker
Future Generation Computer Systems
A grid resource broker supporting advance reservations and benchmark-based resource selection
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
Optimizing bioinformatics workflows for data analysis using cloud management techniques
Proceedings of the 6th workshop on Workflows in support of large-scale science
Resource Usage Monitoring in Clouds
GRID '12 Proceedings of the 2012 ACM/IEEE 13th International Conference on Grid Computing
A cost analysis of cloud computing for education
GECON'12 Proceedings of the 9th international conference on Economics of Grids, Clouds, Systems, and Services
Towards a unified taxonomy and architecture of cloud frameworks
Future Generation Computer Systems
Survey Cloud monitoring: A survey
Computer Networks: The International Journal of Computer and Telecommunications Networking
GMonE: A complete approach to cloud monitoring
Future Generation Computer Systems
Managing and Optimizing Bioinformatics Workflows for Data Analysis in Clouds
Journal of Grid Computing
A tensor-based distributed discovery of missing association rules on the cloud
Future Generation Computer Systems
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Cloud computing has become a popular paradigm for implementing scalable computing infrastructures provided on-demand on a case-by-case basis. Self-manageable Cloud infrastructures are required in order to comply with users' requirements defined by Service Level Agreements (SLAs) and to minimize user interactions with the computing environment. Thus, adequate SLA monitoring strategies and timely detection of possible SLA violations represent challenging research issues. This paper presents the Detecting SLA Violation infrastructure (DeSVi) architecture, sensing SLA violations through sophisticated resource monitoring. Based on the user requests, DeSVi allocates computing resources for a requested service and arranges its deployment on a virtualized environment. Resources are monitored using a novel framework capable of mapping low-level resource metrics (e.g., host up and down time) to user-defined SLAs (e.g., service availability). The detection of possible SLA violations relies on the predefined service level objectives and utilization of knowledge databases to manage and prevent such violations. We evaluate the DeSVi architecture using two application scenarios: (i) image rendering applications based on ray-tracing, and (ii) transactional web applications based on the well-known TPC-W benchmark. These applications exhibit heterogeneous workloads for investigating optimal monitoring interval of SLA parameters. The achieved results show that our architecture is able to monitor and detect SLA violations. The architecture output also provides a guideline on the appropriate monitoring intervals for applications depending on their resource consumption behavior.