large-scale parallel system
On A New Interconnection Network for Large Scale Parallel Systems
... Metacube Network is a very large scale parallel system as compared to the Hypercube. It links millions of nodes with a small node degree. The Metacube network called as MC(k,m) is a two level ...
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A Parallel Approach for Matching Large-scale Ontologies
... to parallel ontology matching is similar to inter-matcher except that a node can execute any ...to parallel the process of matching ...four large ontology matching systems: Falcon-AO, Logmap, ...
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Large-scale Parallel Collaborative Filtering for the Netflix Prize
... applications, large-scale data intensive computing becomes ...models. Parallel and/or distributed computing becomes an essential component for any computing ...proprietary parallel/distributed ...
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Large Scale Image Processing Using Distributed and Parallel Architecture
... manipulating large volume of data ...methods parallel image database processing with mapreduce and Hadoop streaming ...and parallel video processing on MapReduce-based clusters through Fuse- DFS, ...
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Feature Extraction and Parallel Visualization for Large-Scale Scientific Data
... computers, most efforts have focused on the improvement of the scalability of specific techniques, while the usability has not been fully investigated. When using these tech- niques, programmers may still be required to ...
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Chukwa: A large-scale monitoring system
... in large-scale monitoring sys- tems primarily concern the data storage and analysis components, since that is where data from multiple ma- chines is brought ...facilitates parallel processing of ...
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Auto tuning MPI Collective Operations on Large Scale Parallel Systems
... programming large-scale high-performance computing (HPC) systems ...the large number of runtime parameter configurations, as well as the differences of ap- plication features ...various system ...
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hpsgprof : a new profiling tool for large scale parallel scientific codes
... Representing the runtime in profiling time has the advantage that, in a time sharing system, the profile is largely independent of system load. Profiling time, unlike walltime, does not include the runtime ...
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A review of parallel computing for large-scale remote sensing image mosaicking
... cluster system for concrete computation resource accommodation and job ...to large scale application, the numbers of the images expands, how to construct the task tree with million of images will be ...
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Auto-Tuning MPI Collective Operations on Large-Scale Parallel Systems
... programming large-scale high-performance computing (HPC) systems ...the large number of runtime parameter configurations, as well as the differences of ap- plication features ...various system ...
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Large Scale Distributed File System Survey
... General Parallel File System (GPFS) is IBM’s parallel, shared disk file system for cluster computers and supercomputers ...total scale of 4 ...supports large directory that can ...
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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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Parallel Algorithm of IDCT with GPUs and CUDA for Large-scale Video Quality of 3G
... The third generation mobile communication system (3G) is mainly for high speed services rather than the traditional service of voice and low speed data. 3G has the greater capacity and more flexible transmission ...
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Performance Analysis and Optimization of Parallel I/O in a Large Scale Groundwater Application on Petascale Architectures.
... support parallel data access, the HDF5 specific subroutines are reflected as their MPI-IO counterparts in the profiling ...file system, the file operations take up significant amount of time at ...I/O ...
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Massive Parallel Digital Micro fluidic Biochip Architecture for Automating Large-Scale Biochemistry Assays
... In recent years, microuidic-based biochips have be- come popular for biochemical analysis. These minia- turized microuidic-based biochips can perform en- zymatic analysis (e.g., glucose, lactate, and private assays of ...
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Large Scale Parallel Document Mining for Machine Translation
... very large influence on the overall computational performance of the ...too large the system will miss valid pairs; if too small the the threshold on matching n-gram frequency will need to be ...
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PARALLEL SIMULATION OF LARGE-SCALE WIRELESS SENSOR NETWORKS
... INTERNATIONAL JOURNAL OF ADVANCES IN ENGINEERING RESEARCH [11] Wendi R. Heinzelman, Anantha Chandrakasan, and Hari Balakrishnan. Energy-e_cient communication protocol for wireless microsensor networks. In Proceedings of ...
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Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems
... Other parallel approaches to SVMs have been recently proposed, by splitting the training data into subsets and distributing them among the ...no parallel code is available ...
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Formal Metrics for Large-Scale Parallel Performance
... of parallel algorithms is well stud- ied and well ...in large-scale empirical studies with data sizes far too large to run on a single serial ...
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A Resource Aware MapReduce Based Parallel SVM for Large Scale Image Classifications
... In this paper we have presented and evaluated RASMO, a resource aware parallel SVM algorithm that capitalizes on the scalability, parallelism and resiliency of MapReduce for large scale image ...
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