data placement
A Data Placement Strategy Based on Genetic Algorithm in Cloud Computing
... of data is increasing ex- ...massive data processing. In distributed cloud computing systems, data intensive computing can lead to data scheduling between data ...Reasonable data ...
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Adaptive Dynamic Data Placement Algorithm for Hadoop in Heterogeneous Environments
... unprocessed data from slow nodes to fast ...minimize data movement between slow and fast ...a data placement scheme that distributes and stores data across multiple heterogeneous nodes ...
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Workload-Aware Data Placement for Cloud Computing
... needed data locally, which avoids unnecessary node-to-node ...Consequently, data replication and data placement are components of load balancing and have a substantial impact on system ...and ...
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An Experimental Evaluation of Data Placement Scheme Using Hadoop Cluster
... random data placement [4] method, the overall data sharing may be balanced, but there is no security that the data accessed as a group is randomly ...needed data narrowly being stored ...
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A. Data placement
... Data placement is fundamental to storage workload distribution because when data is requested, workload goes to the device where the data is ...If data is distributed well, storage ...
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Model of Real Time Architecture for Data Placement in Wireless Sensor Networks
... In model checking [2] algorithms executed by com- puter tools are used in order to verify the correctness of systems. Since sensor networks can be considered in terms of communicating finite state machines, they can be ...
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Data Placement in Object Storage Based Multiple Containers in Cloud Environment
... the data and storing them into multiple containers of object ...a data. Hence the data is retrieve when needed by merging ...efficient data placement algorithm is ...
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An Effective Data Placement Methodology for Data Dominant Applications Employing ASIP
... application's data is grouped in to logical ...the data is grouped into a section, the section can only be assigned a single location and all the data variables inside a section will be placed ...
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Optimizing Data Placement and Threads Management for Heterogeneous Computing.
... the data placement optimizer should be able to work on the fly, which entails two ...efficient data placement engine with minimized runtime ...of data access patterns explained next, a ...
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Performance and impact of dynamic data placement in ATLAS
... dynamic data placement agent integrated in Rucio which identifies popular datasets from past data accesses for which it creates additional, transient ...the data type used in physics analyses ...
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A Survey on Data Placement in Heterogeneous Cloud Environment for Big Data
... Hadoop data placement strategy is suitable for homogeneous ...heterogeneous data intensive computing in cloud ...block placement, it distributes data ...novel data ...
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Performance Analysis of Data Placement Approach in Heterogeneous Hadoop Clusters
... Effective Data Emplacement and Redistribution approach for large scale streaming data application in the heterogeneous cloud ...the data in the shortest ...scale data processing. It offers a ...
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An Efficient Data Placement Algorithm For Hadoop Heterogeneous Clusters
... the data is processed by the ...receive data from any ...of data received from each mapper to a reducer and the total size of data to be processed by the reduce task will only be known after ...
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Run-time Adaptation of Grid Data Placement Jobs
... monitoring and tuning tools whih an provide optimal values for I/O blok size, TCP buer size, and the. number of TCP streams for data transfers[r] ...
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A survey on data storage and placement methodologies for Cloud-Big Data ecosystem
... of data placement optimisation techniques can be observed: (i) meta-search (like PSO)/genetic programming) to more flexibly inspect the avail- able solution space and efficiently find a near-optimal ...
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PARALLEL RULE MINING WITH DYNAMIC DATA DISTRIBUTION UNDER HETEROGENEOUS CLUSTER ENVIRONMENT
... Big data mining methods supports knowledge discovery on high scalable, high volume and high velocity data ...big data mining ...big data analysis and manages the homogeneous and heterogeneous ...
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Exact and Heuristic Data Workflow Placement Algorithms for Big Data Computing in Cloud Datacenters
... big data-driven applications are currently carried out in collaboration using distributed ...These data-driven applications usually deal with experiments at massive ...scale. Data generated by such ...
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MRMR BA: A HYBRID GENE SELECTION ALGORITHM FOR CANCER CLASSIFICATION
... scheduling techniques, which generates MapReduce job output as per nearby Datanodes. The resource-based locality-aware processing focuses over data placement technique, which can be executed after a ...
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A Novel Approach for Cloud Data Security Enhancement through Cryptography and Biometric in the Public Cloud environment
... of data and packets may be delayed and corrupted and also the Data Management and the Services are not Trust ...own data. Also the data processed on clouds are often outsourced, leading to a ...
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Cost Minimization and Management of Database Files Using Fuzzy Tokens for Big Data Processing in Geo-Distributed Data Centers
... ABSTRACT: Data explosion in current year’s leads in the direction of increasing requirements designed for big data processing in current data centers with the purpose are frequently spread on ...
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