Spawn: A Distributed Computational Economy
IEEE Transactions on Software Engineering
The Legion vision of a worldwide virtual computer
Communications of the ACM
IEEE/ACM Transactions on Networking (TON)
The grid: blueprint for a new computing infrastructure
The grid: blueprint for a new computing infrastructure
Adaptive Control
Condor-G: A Computation Management Agent for Multi-Institutional Grids
Cluster Computing
The Vision of Autonomic Computing
Computer
G-commerce: Market Formulations Controlling Resource Allocation on the Computational Grid
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
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
Decentralized Resource Allocation in Application Layer Networks
CCGRID '03 Proceedings of the 3st International Symposium on Cluster Computing and the Grid
Legion-a view from 50,000 feet
HPDC '96 Proceedings of the 5th IEEE International Symposium on High Performance Distributed Computing
QoS Provisioning with qContracts in Web and Multimedia Servers
RTSS '99 Proceedings of the 20th IEEE Real-Time Systems Symposium
Grid Computing: Making the Global Infrastructure a Reality
Grid Computing: Making the Global Infrastructure a Reality
Entropia: architecture and performance of an enterprise desktop grid system
Journal of Parallel and Distributed Computing - Special issue on computational grids
Differentiated Caching Services; A Control-Theoretical Approach
ICDCS '01 Proceedings of the The 21st International Conference on Distributed Computing Systems
Feedback Control Scheduling in Distributed Real-Time Systems
RTSS '01 Proceedings of the 22nd IEEE Real-Time Systems Symposium
Feedback Control of Computing Systems
Feedback Control of Computing Systems
Feedback Utilization Control in Distributed Real-Time Systems with End-to-End Tasks
IEEE Transactions on Parallel and Distributed Systems
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
Aqueduct: Online Data Migration with Performance Guarantees
FAST '02 Proceedings of the 1st USENIX Conference on File and Storage Technologies
A commodity market algorithm for pricing substitutable Grid resources
Future Generation Computer Systems
Genesis II - Standards Based Grid Computing
CCGRID '07 Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid
A Feasibility Study of a Virtual Storage System for Large Organizations
VTDC '06 Proceedings of the 2nd International Workshop on Virtualization Technology in Distributed Computing
A highly available job execution service in computational service market
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
Automated performance control in a virtual distributed storage system
GRID '08 Proceedings of the 2008 9th IEEE/ACM International Conference on Grid Computing
OCEAN: the open computation exchange and arbitration network, a market approach to meta computing
ISPDC'03 Proceedings of the Second international conference on Parallel and distributed computing
Feedback-based optimization of a private cloud
Future Generation Computer Systems
Achieving high job execution reliability using underutilized resources in a computational economy
Future Generation Computer Systems
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A computational grid is composed of resources owned and controlled by a number of geographically distributed organizations. Each organization demands site autonomy - each organization must have complete, direct control over their resources, e.g., regulating how much resource can be used, by whom, and at what time. One of the reasons for site autonomy is to ensure that local computation jobs within the organization can obtain the resources in a timely fashion. Typically, policy enforcement lies on the shoulders of the system administrators in each organization. We see there is a great need for developing a new automated method to facilitate this process. In recent years, there has been a great deal of research on grid economies to provide accounting management and economic incentives for allocating and sharing grid resources. In this paper, we describe a control-theoretic approach for automated enforcement of local policy built upon the notion of computation grid economy. A closed-loop system is constructed by adding a controller that manipulates the resource price using a proportional, integral control law. Our simulation results show that the controller helps the system to quickly achieve the targeted utilization and adapt to changing conditions.