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parallel data processing

Eliminating Homogeneous Cluster Setup for Efficient Parallel Data Processing

Eliminating Homogeneous Cluster Setup for Efficient Parallel Data Processing

... [2] parallel data processing by avoiding homogeneous cluster ...or data dynamically to the host server (job manager) so that every requirement of resources can be fulfilled at any instant of ...

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Parallel Data Processing in the Cloud using Nephele

Parallel Data Processing in the Cloud using Nephele

... the data intensive, pipelined ...for data-intensive computing. Hyracks is a partitioned-parallel dataflow execution platform that runs on shared-nothing clusters of ...efficient parallel ...

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A Fast Parallel Data Processing Method in Cloud Computing

A Fast Parallel Data Processing Method in Cloud Computing

... fast data processing services for Parallel data processing in cloud to store,manage and processing ...efficient parallel data processing in the cloud to make ...

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Title: Exploiting Dynamic Resource Allocation for Efficient Parallel Data Processing in the Cloud

Title: Exploiting Dynamic Resource Allocation for Efficient Parallel Data Processing in the Cloud

... Processing is based on implementation of the theorem uses (network-based) search operations as off the shelf building ...and processing (NAP) framework, the first system for K- anonymous query ...

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PC Grade Parallel Processing and Hardware Acceleration for Large Scale Data Analysis

PC Grade Parallel Processing and Hardware Acceleration for Large Scale Data Analysis

... As a relative recent development, the programming standards, Shader Model 3 and 4, have made it possible for the GPU internal processes to write to vertex streams, as indicated by the bold dot line in Figure 3.4. In ...

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Survey on I2MAPREDUCE: Incremental Processing in Big Data Mining

Survey on I2MAPREDUCE: Incremental Processing in Big Data Mining

... fundamental data sets inside a specific time ...the data sets. Parallel Data Processing with MapReduce: A Survey A eminent equidistant data processing instrument of ...

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Performance Analysis of Various Architectural Approaches in Cloud Computing Environment for Energy and Bandwidth Minimization

Performance Analysis of Various Architectural Approaches in Cloud Computing Environment for Energy and Bandwidth Minimization

... efficient parallel data processing in clouds and present our research project ...outsourced data in cloud computing ...large Data Centers while delivering services with higher QoS to ...

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AN IMPROVED JOB SCHEDULING METHOD BY USING RELEASED RESOURCES FOR MAPREDUCE

AN IMPROVED JOB SCHEDULING METHOD BY USING RELEASED RESOURCES FOR MAPREDUCE

... big data in a distributed environment across clusters of computers using simple programming ...Distributed processing of large sets across clusters of computers using simple programming ...times, ...

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Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction

Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction

... for parallel data at the sentence level (Zhao and Vogel, 2002; Utiyama and Isa- hara, 2003; Munteanu and Marcu, 2005; Abdul- Rauf and Schwenk, ...noisy parallel texts, to quasi parallel texts ...

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Secure Parallel Processing on Encryption Cloud Data Using Fully Homomorphic Encryption

Secure Parallel Processing on Encryption Cloud Data Using Fully Homomorphic Encryption

... Commonly data encryption techniques are used by clients to secure the data on ...client data on public environment called cloud ...storing data on cloud, and client can use decryption method ...

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A cloud-based remote sensing data production system

A cloud-based remote sensing data production system

... not kept pace with the amount of data typically received and need to be pro- cessed. Similar observation is reported by Quick and Choo [1], who remarked that “Existing forensic software solutions have evolved from ...

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Data Dissemination and Parallel Processing Techniques Research Based on Massively Parallel Processing

Data Dissemination and Parallel Processing Techniques Research Based on Massively Parallel Processing

... the data consistency there is a certain degree of ...MPP data distribution and parallel processing technology based on relational SQL query ...distributed data and improve query ...the ...

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Data Mining Techniques in Parallel and Distributed Environment- A Comprehensive Survey

Data Mining Techniques in Parallel and Distributed Environment- A Comprehensive Survey

... perform data and compute intensive analyses. Data mining computations can be optimised using parallel programming paradigms like Hadoop-Mapreduce, CGL-MapReduce, and ...of data mining ...

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Review on outlier tolerant data processing  with applications

Review on outlier tolerant data processing with applications

... outlier-tolerant data processing algorithms, is an urgent research task and problem faced by scientists working on the data processing and engineering control and other widely related ...to ...

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An Effective Redix-2 FFT Processor Based On Parallel Processing of Input Data Streams

An Effective Redix-2 FFT Processor Based On Parallel Processing of Input Data Streams

... point decimation in time (DIT) FFT. The even samples are directly processed by N/2-point DIF FFT, so its outputs are in bit reversed order. Therefore, the outputs of N/2- point DIF FFT are bit reversed. The outputs of ...

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Cloud based Smart Grid Architecturefor Secured Big Data Information Management

Cloud based Smart Grid Architecturefor Secured Big Data Information Management

... Here, a secure CC based FWK for BGIM in SGs, which called “Smart-Frame,” proposed. The initialidea of this C- SGAFWK is to construct a hierarchical model of CC centers to ensurevarious types of CC services for IM and Big ...

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A Survey on Hadoop Storage Issues Reetesh Rai, Shravan Kumar

A Survey on Hadoop Storage Issues Reetesh Rai, Shravan Kumar

... are data intensive in nature. As huge volumes of the data are generated day by day, more number of popular applications becomes data-intensive in ...the data mining and web indexing ...

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Enhanced Data Forensics Technique Based On Parallel Processing and Multilevel File Binning

Enhanced Data Forensics Technique Based On Parallel Processing and Multilevel File Binning

... addition to wanted traces, the automation may produce a number of unwanted traces, which may be disclosed upon a digital forensic analysis. These include data reminisce of suspicious _les, as well as any kind of ...

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Parallel and Distributed GIS for Processing Geo data: An Overview

Parallel and Distributed GIS for Processing Geo data: An Overview

... Hadoop-GIS [11] is a scalable and high performance spatial data warehousing system for running large scale spatial queries utilizing the distributed storage and MapReduce capabilities of[r] ...

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SIGNIFICANT PREPROCESSING METHOD IN EEG BASED EMOTIONS CLASSIFICATION

SIGNIFICANT PREPROCESSING METHOD IN EEG BASED EMOTIONS CLASSIFICATION

... encrypted data. However, the fully homomorphic encryption requires more processing time and memory than the same operations on unencrypted data, it runs slow due the need of a faster fully ...

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