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Matchmaking: Distributed Resource Management for High Throughput Computing
- In Proceedings of the Seventh IEEE International Symposium on High Performance Distributed Computing
, 1998
"... Conventional resource management systems use a system model to describe resources and a centralized scheduler to control their allocation. We argue that this paradigm does not adapt well to distributed systems, particularly those built to support high-throughput computing. Obstacles include heteroge ..."
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Cited by 435 (20 self)
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Conventional resource management systems use a system model to describe resources and a centralized scheduler to control their allocation. We argue that this paradigm does not adapt well to distributed systems, particularly those built to support high-throughput computing. Obstacles include
High Throughput Computing Resource Management
"... of their applications. As more scientists, engineers, and decision makers use computers to generate behavioral data on complex phenomena, it is not uncommon to find users who ask the question: How much behavioral data can I generate by the time my report is due? This question represents a paradigm ..."
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shift. In contrast to other users, these users measure the power of the system by the amount of work performed by the system in a fixed amount of time. For these throughput oriented users, the fixed 4 High Throughput Computing Resource Management time period is measured in the relatively coarse units
Bilevel Architecture for High-Throughput Computing
"... We have prototyped and analyzed design of a novel approach for the high throughput computing – a core element for the emerging HENP computational grid. Independent event processing in HENP is well suited for computing in parallel. The prototype facilitates use of inexpensive mass-market components b ..."
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We have prototyped and analyzed design of a novel approach for the high throughput computing – a core element for the emerging HENP computational grid. Independent event processing in HENP is well suited for computing in parallel. The prototype facilitates use of inexpensive mass-market components
providing High Throughput Computing service on
"... Process checkpointing is a basic mechanism required for ..."
providing High Throughput Computing service on
"... Process checkpointing is a basic mechanism required for ..."
High Throughput Computing: Stealing Unused Cycles
"... Abstract. High Throughput Computing systems (HTC) enable otherwise idles cycles to be available to computations that involve many independent tasks. In a Distributed Computing environment, distributed ownership of computing resources is the major obstacle HTC has to overcome to take advantage of und ..."
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Abstract. High Throughput Computing systems (HTC) enable otherwise idles cycles to be available to computations that involve many independent tasks. In a Distributed Computing environment, distributed ownership of computing resources is the major obstacle HTC has to overcome to take advantage
An Elasticity Model for High Throughput Computing Clusters”,
- J. Parallel Distrib. Comput.
, 2010
"... a b s t r a c t Different methods have been proposed to dynamically provide scientific applications with execution environments that hide the complexity of distributed infrastructures. Recently virtualization has emerged as a promising technology to provide such environments. In this work we presen ..."
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Cited by 9 (0 self)
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from a commercial cloud provider. The performance of this architecture has been evaluated in the execution of High Throughput Computing workloads. Results show that, in spite of the overhead induced by the virtualization and cloud layers, these virtual clusters constitute a feasible and performing HTC
Practical resource monitoring for robust high throughput computing
, 2014
"... Abstract-Robust high throughput computing requires effective monitoring and enforcement of a variety of resources including CPU cores, memory, disk, and network traffic. Without effective monitoring and enforcement, it is easy to overload machines, causing failures and slowdowns, or underutilize ma ..."
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Cited by 2 (1 self)
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Abstract-Robust high throughput computing requires effective monitoring and enforcement of a variety of resources including CPU cores, memory, disk, and network traffic. Without effective monitoring and enforcement, it is easy to overload machines, causing failures and slowdowns, or underutilize
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