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Optimizing Completion Time and Resource Provisioning of ...
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由 Z Zhang 著作2012被引用 14 次 — This optimization reduces a program completion time (10%-27% in our experiments), and moreover, it eliminates possible non-determinism in the DAGs execution.
Optimizing Completion Time and Resource Provisioning of Pig ...
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Optimizing Completion Time and Resource Provisioning of Pig Programs. Zhuoyao Zhang. University of Pennsylvania. Philadelphia, PA, USA zhuoyao@seas.upenn.edu.
Optimizing Completion Time and Resource Provisioning of Pig ...
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In this paper, we consider the popular Pig framework that provides a high-level SQL-like abstraction on top of MapReduce engine for processing large data sets.
Optimizing Completion Time and Resource Provisioning of ...
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由 Z Zhang 著作2012被引用 14 次 — This optimization reduces a program completion time (10%-27% in our experiments), and moreover, it eliminates possible non-determinism in the DAGs execution.
Optimizing Completion Time and Resource Provisioning of ...
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In this paper, we consider the popular Pig framework that provides a high-level SQL-like abstraction on top of MapReduce engine for processing large data sets.
Resource allocation estimates for an optimized Pig program.
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Resource allocation estimates for an optimized Pig program. Optimizing Completion Time and Resource Provisioning of Pig Programs. Article. Full-text available.
Automated profiling and resource management of pig ...
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由 Z Zhang 著作2012被引用 66 次 — For DAGs with concurrent jobs, this optimization helps reducing the program completion time: 10%-27% in our experiments. Moreover, it eliminates possible non- ...
Performance Modeling and Optimization of Deadline-Driven Pig ...
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First, we design a basic performance model that accurately predicts completion time and required resource allocation for a Pig program that is defined as a ...
Performance Modeling and Optimization of Deadline-Driven Pig ...
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This article designs a basic performance model that accurately predicts completion time and required resource allocation for a Pig program that is defined ...
Cluster Computing and the Grid, IEEE International ...
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Optimizing Completion Time and Resource Provisioning of Pig Programs pp. 811-816. Pricing and Resource Allocation in a Cloud Computing Market pp. 817-822.