parallel cluster-based algorithm implementation
Parallel Implementation of Fuzzy Clustering Algorithm Based on MapReduce Computing Model of Hadoop –A Detailed Survey
... K-mean algorithm faces a problem of giving a hard partitioning of the data which means that each point is dedicated to one and only one ...the cluster as well as lying near another cluster may not be ...
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Developing a Cluster Based Parallel Ray Tracer
... of: implementation of the ray tra- cing algorithm, the distribution of jobs, and con- trolling the parallel ...tracing algorithm to change, as each pro- cessor is just running a set of rays ...
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OPTIMIZATION OF MAP REDUCE APPLICATIONS USING PARTITION AND AGGREGATION IN BIG DATA APPLICATION
... in parallel based on the data that needs to be ...a parallel file system where computation and data are distributed via high-speed ...Hadoop cluster has nominally a single name node plus a ...
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Parallel Implementation of Hybrid Direct-Iterative Algorithm for Multibody Dynamics via Krylov Subspace Methods on IBM 1350 Cluster
... various parallel computer systems, the techniques provided by these systems and the concurrent nature of MBS have been receiving increasing ...few parallel algorithms for computer simulation of dynamical ...
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Adaptive-Miner: an efficient distributed association rule mining algorithm on Spark
... mining algorithm and ran it on Amazon EC2 cluster. This algorithm uses basic apriori ...SPC algorithm is simple MapReduce imple- mentation of Apriori. FPC algorithm works same as SPC ...
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Robust Parallel Implementation of a Lanczos-based Algorithm for an Structured Electromagnetic Eigenvalue Problem
... a cluster of 44 Itanium II tetraprocessors, although it has been designed as a ccNUMA machine [5] and therefore can be programmed as a SMP ...SMP Cluster is the perfect testing ...the algorithm ...
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THE TRANSITION FROM 4G TO 5G BY EMPLOYING FEMTO CELLS PROVEN THROUGH DATA RATE, PLR AND DELAY
... 2) Speed-up ratio: The main goal of this research is to compare the performance. So for that it need to calculate the speed-up ratio from the execution time [1]. Then it can find out the efficiency from speed- up ratio ...
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A two-level Product Recommender for E-commerce Sites by Using Sequential Pattern Analysis
... estimates based on purchasing profiles are inaccurate when, as is often the case, these profiles contain products purchased as gifts for or on behalf of other ...recommendation based on user-contributed ...
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Hardware Implementation of Bit-Parallel Finite Field Multipliers Based on Overlap-free Algorithm on FPGA
... Karatsuba algorithm and its generalization are most often used to construct mul- tiplication architectures with significantly improved in these ...Karatsuba algorithm has been mention by fewer people and ...
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Implementation of Modified Booth Algorithm for Parallel MAC
... If (1) is expressed in base-4 type redundant sign digit form in order to apply the radix-2 Booth’s algorithm. Each of the two terms on the right-hand side of (5) is calculated independently and the final result is ...
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A DIFFERENTIAL EVOLUTION ALGORITHM PARALLEL IMPLEMENTATION IN A GPU
... We discovered that, under some cases and circumstances it is possible to develop a multi- criteria decision making system using Fuzzy AHP+TOPSIS to determine variability and complexity trade-off in semantic service ...
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A DIFFERENTIAL EVOLUTION ALGORITHM PARALLEL IMPLEMENTATION IN A GPU
... Instead of writing a script, in the graphical interface we represent a program with a special patch, called CSP patch. A patch is a visual algorithm, in which boxes represent functional calls, and connections are ...
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Title: Parallel Implementation of AES Algorithm on GPU
... AES algorithm suffer from huge CPU resource consumption and low ...GPU parallel computing and its optimized design for ...AES parallel encryption; we designed and implemented a fast data encryption ...
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Intel® Math Kernel Library PARDISO* for Intel® Xeon PhiTM Manycore Coprocessor
... Now we formulate a three-level approach to parallelization based on the three algorithms considered earlier. All OpenMP threads are divided into independent groups which are responsible for parallelization ...
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A modified cluster head selection algorithm in wireless sensor networks based on LEACH
... use cluster head to form an upper hierarchy, which may simplify the management of clusters, decrease the number of routing packets, and con- serve network energy to some extent ...random cluster-head ...
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Intel Parallel Studio XE 2015 Cluster Edition
... Intel® Parallel Studio XE. Intel® Cluster Ready is an applications platform architecture standard for Linux* OS ...Intel® Cluster Ready platform architecture. Each Intel® Cluster Ready system ...
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Survey of ACO and PSO based Secure Routing protocols for Wireless networks
... 826 | P a g e route to avoid the overhead caused by the ant. If a node recognizes a link failure then it first sets a pheromone value to zero to deactivate the link and then it search for alternative link. If this fails, ...
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HYBRID BAT AND CUCKOO BASED META HEURISTIC ALGORITHM FOR PARALLEL JOB SCHEDULING IN MULTI CLUSTER ENVIRONMENT
... This algorithm is also nature inspired optimization ...This algorithm is a population based global search ...search algorithm is as follows: ...
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Parallel Alpha-Beta Algorithm on the GPU
... GPU-based implementation of game tree search has previously been reported by Blei- weiss, but he demonstrated significant speed- ups only for practically limited case of thou- sands of simultaneously ...
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A DIFFERENTIAL EVOLUTION ALGORITHM PARALLEL IMPLEMENTATION IN A GPU
... the algorithm must provide calculation by "star parade", where the basis (fractal) is the risk- analysis of the star of links between the layers of an infected node of a network, which is provided in ...
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