Towards Energy Efficient MapReduce - University of California
Aug 5, 2009 ... Towards Energy Efficient MapReduce. Yanpei Chen. Laura Keys. Randy H. Katz. Electrical Engineering and Computer Sciences. University of ...
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On the Energy (In)efficiency of Hadoop Clusters - SIGOPS
energy efficiency. This paper makes a first effort towards improving the energy efficiency of MapReduce frameworks like. Hadoop. First, we argue that Hadoop ...
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GreenHDFS: Towards An Energy-Conserving, Storage-Efficient
GreenHDFS: Towards An Energy-Conserving,. Storage-Efficient, Hybrid Hadoop Compute Cluster. Rini T. Kaushik. The University of Illinois, Urbana-Champaign ...
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Towards a Cost-Efficient MapReduce: Mitigating - IEEE Xplore
amount of costs, including hardware costs to build clusters and energy costs to run ... Towards a Cost-Efficient MapReduce: Mitigating Power Peaks for Hadoop ...
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Towards Energy Awareness in Hadoop - IEEE Computer Society
We extend Hadoop's hardware-aware scheduler, which is optimized only for performance, to be an energy efficient scheduler. We adopt a quantitative approach ...
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Towards Energy-Efficient Management of MapReduce - People
Towards Energy-Efficient Management of MapReduce. Workloads. Jordà Polo, Yolanda Becerra, David Carrera, Vicenç Beltran, Jordi Torres and Eduard.
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Not All Joules are Equal: Towards Energy-Efficient and - PDCC
factors on joule efficiency in the data center, including the energy efficiency of MapReduce workloads, renewable energy supply and the battery usage.
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Energy Management for MapReduce Clusters - Pages - University of
This paper aims to improve the energy efficiency of the pop- ular MapReduce ( MR) clusters to exploit low utilization periods. Our methods can easily be generalized to ...... Towards Energy Efficient Hadoop. In UC. Berkeley Technical Report ...
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Towards Energy-Efficient Database Cluster Design - VLDB
is increasingly important given the trend toward parallel database appliances. 1. ... energy-efficient clusters for database analytic query processing. One important ..... that uses Hadoop to coordinate independent nodes, with each node running ...
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An Empirical Study of Hadoop's Energy Efficiency on a HPC Cluster
Jun 6, 2014 ... An Empirical Study of Hadoop's Energy Efficiency on a HPC Cluster ..... GreenHDFS: towards an energy-conserving, storage- efficient, hybrid ...
[ 1-s2.0-S1877050914001835-main.pdf?_tid=1a2ed898-b5f0-11e4-825e-00000aacb360&acdnat=1424100536_2581b5d03ec95cde8c2d5149eb8c8854 - Read/Download File
Towards Efficient Power Management in MapReduce - HAL-Inria
Jun 22, 2015 ... Towards Efficient Power Management in MapReduce: ..... Some works consider energy saving for MapReduce in the cloud [2, 34]. Car- dosa et ...
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On the Performance and Energy Efficiency of Hadoop - HAL-Inria
Oct 8, 2013 ... we evaluate Hadoop performance in both the traditional model of collocated .... is the first step towards the design of effective energy saving.
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Energy Efficient Scheduling of MapReduce Workloads on
to increase the energy efficiency of MapReduce workloads on heterogeneous Hadoop ... Toward this end we first make a case for heterogeneity by showing that ...
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On the Energy (In)efficiency of Hadoop Clusters
J. Jackson, energy needs in an internet economy: a closer look at the ... Towards energy-efficiency ... The MapReduce programming model has emerged as a.
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Energy Efficient and Reliable Job Submission in Hadoop Clusters
Energy efficiency, hadoop, reliability, PSO. 1. .... energy efficient and reliable job completion in hadoop. ..... 2009 – Towards Energy Efficient Hadoop -, RAD Lab,.
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Energy Efficient Data-Intensive Computing With Mapreduce
insight in building more energy efficient data-intensive systems and applications, ..... detailed power information, throughout the system, in order to work towards.
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Energy Efficiency for MapReduce Workloads - Conferences in
Energy Efficiency for MapReduce Workloads: An In-depth Study. Boliang Feng1. Jiaheng Lu1 ... tunities to develop more energy-efficient MapReduce clusters since original ...... Lang, W. & Patel, J. M. (2009), Towards eco-friendly database ...
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Energy Efficient MapReduce
Energy consumption is an important aspect of datacenters efficiency, the ... experiments to characterize the energy consumption of Hadoop MapReduce, at the.
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The Research of Measuring Approach and Energy Efficiency for
May 21, 2015 ... Keywords: Energy efficiency, energy saving, Hadoop, measurement method. 1. ... Hadoop platform, and it also studied how to be energy.
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Performance and energy efficiency of big data applications in - Hal
Feb 11, 2016 ... we also conduct an energy efficiency evaluation of Hadoop on ... profile and power consumption is a fundamental step towards devising energy.
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