[PDF] Top 20 PARALLEL CLUSTERING AND DIMENSIONAL SCALING ON MULTICORE SYSTEMS
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PARALLEL CLUSTERING AND DIMENSIONAL SCALING ON MULTICORE SYSTEMS
... the parallel algorithm consists of “compute-synchronize” stages where synchronization typically implies all cores reach a barrier [6, ...a multicore chip is the memory ... See full document
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Parallel Multidimensional Scaling Performance on Multicore Systems
... Table 1 shows the average of the 5 running times of a naive (non-parallel, non-block based) SMACOF program in C# on Intel8b machine (refer to Table 2 for the detail information of the machine) for ... See full document
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Performance of Multicore Systems on Parallel Data Clustering with Deterministic Annealing
... good multicore performance on important ...current multicore architectures with efficiencies on 8 cores of at least 95% for large realistic ...Linux systems that show small ... See full document
10
Parallel Datamining on Multicore Systems
... of parallel data analysis and data mining applications with good multicore, cluster and grid ...data clustering, mixture models and dimensional reduction presenting a unified framework ... See full document
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Parallel Data Mining on Multicore Systems
... All the methods need parallelism in different stages. Dominant is the calculation of formulae like those in equations (5) and (6) and this is called the kernel in section 6. However there is linear algebra used to solve ... See full document
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Parallel Data Mining on Multicore Systems
... of parallel data analysis and data mining applications with good multicore, cluster and grid ...data clustering, mixture models and dimensional reduction presenting a unified framework ... See full document
8
Insights on Memory Controller Scaling for Multicore Embedded Systems
... and parallel architectures, it is interesting to observe that, using the same inputs for CPU and GPU spaces, the behavior of the performance of the benchmarks experimented in these two platforms is ... See full document
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Insights on Memory Controller Scaling for Multicore Embedded Systems
... Biographical notes: Mario Donato Marino is currently an independent researcher in Italy. He has received a best paper award on an international top conference and has co-authored 38 international articles in journals, ... See full document
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Multicore Parallel Computing with OpenMP
... in parallel. As the multicore system is also a shared memory system, the memory access pattern and intensity also affect the ...the multicore systems, compared to their performance on a ... See full document
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Parallel Data Mining on Multicore Clusters
... of parallel data analysis and data mining applications with good multicore, cluster and grid ...data clustering, mixture models and dimensional reduction presenting a unified framework ... See full document
9
Energy Efficiency of Parallel Multicore Programs
... frequency scaling regulators to optimally adjust the voltage/frequency at run-time according to the workload ...chip multicore processors ...voltage scaling is ...multi-core systems is with ... See full document
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Parallel Clustering of Gene Expression Dataset in Multicore Environment
... Executor framework (java.util.concurrent. Executor) was released with jdk 5 in package java.util.concurrent to achieve asynchronous parallelization, improve performance and take advantage of a multicore ... See full document
6
Mapping parallel loops on multicore systems
... 6 Conclusions This paper presented and discussed preliminary results about a loop mapping method designed for multicore, multi-socket systems that takes into account the inter-core, partially-sharing ... See full document
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Frequency Scaling as a Security Threat on Multicore Systems
... quency Scaling (DVFS) for power ...by scaling voltage and fre- quency depending on performance ...frequency scaling might pose a secu- rity threat in the form of a covert channel, which could leak ... See full document
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Parallel Data Mining on Multicore and Cluster Systems
... § Initial performance results show linear speedup on up to 8 nodes dual core clusters. § Collaboration:[r] ... See full document
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Parallel Data Mining on Multicore and Cluster Systems
... Initial performance results show linear speedup on up to 8 nodes dual core clusters. Collaboration:[r] ... See full document
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Performance of Multicore Systems on Parallel Datamining Services
... MPI_SENDRECV interface with either toroidal nearest neighbor shift or the combination of a left and right shift, namely an Exchange where each process (thread) sends and receives two messages. Note that posting to a port ... See full document
8
Schedulability Analysis of Conditional Parallel Task Graphs in Multicore Systems
... • ESA, an infrared pre-processing application devel- oped by the European Space Agency (ESA) and used by H2RG sensors to measure the red-shift of galaxies. Our objective is to determine what is the minimum num- ber of ... See full document
14
The ParaPhrase project : parallel patterns for adaptive heterogeneous multicore systems
... of parallel imple- mentation, as commonly happens, but also to guide programmer-directed refac- toring to identify the most profitable parallel structure; and thirdly, by using a component structure with a ... See full document
20
Dark Silicon and the End of Multicore Scaling
... Law scaling, rather than focusing on single-core per- ...Dennard scaling, to which the shift to mul- ticore parts is partially a response, may soon limit multicore scaling just as single-core ... See full document
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