large scale I/O-intensive applications
Extending Data Facilities using the Framework – HadoopMapReduce M.Sanjay , A.Kumaravel Abstract PDF IJIRMET160208001
... doing large scale data processing by using API's as Message Passing ...for large scale data intensive applications like data mining and web ...very large scale ...
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Enabling Provenance on Large Scale e Science Applications
... tationally intensive sciences carried out in highly distributed network environments is often defined by the ability to efficiently analyze ...the Large Hadron Collider [14] which will deliver hundreds of ...
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Experiences Virtualizing a Large-Scale Test Platform for Multimedia Applications
... up large-scale testbeds for experimentation, for example Planet- Lab [9] and GENI ...typically large multitenant platforms are ...run large-scale tests concurrently and all available ...
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Monitoring, analysis and optimisation of I/O in parallel applications
... of I/O in parallel, as well as showing that there is no substantial performance hit when using LDPLFS to interact with PLFS mount points using serial (non-MPI) ...of I/O intensive ...
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Monitoring, analysis and optimisation of I/O in parallel applications
... of I/O in parallel, as well as showing that there is no substantial performance hit when using LDPLFS to interact with PLFS mount points using serial (non-MPI) ...of I/O intensive ...
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Scheduler for Efficient Task Assignments in Hadoop
... for large scale data-intensive processing in both industry and ...resource intensive hadoop jobs with latency sensitive applications, and still achieve predictable performance for ...
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Applications of large scale density functional theory in biology
... For small molecule force field design, it is commonplace to fit atomic charges to the QM electrostatic potential (ESP) of the molecule of interest, thus naturally accounting for polarisation effects. However, ESP ...
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An Optimal Machine Learning Approach for Large-scale Applications
... When OFS and batch algorithm mRMR (minimum redundancy maximum relevance feature selection) are compared the data sets are divided into two equal sizes: the first part is used to select features by running FS algorithms ...
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EMERGING PARADIGMS FOR ANALYZING, PROCESSING AND MAKING SENSE OF LARGE HETEROGENEOUS DATASETS.
... Data Intensive Scalable Computing is an emerging technology in the data analysis field that can be used to capitalize on massive datasets coming from the ...of large heterogeneous ...analyze large ...
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Probabilistic Communication and I/O Tracing with Deterministic Replay at Scale.
... POSIX I/O calls in parallel ...an I/O dependency graph thereby preserving the event order to do pattern ...with applications utilizing thousands of nodes due to parallel file system ...
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Probabilistic communication and I/O tracing with deterministic replay at scale
... pression efficiency by collecting statistical information for varying traces in unique histogram bins. The trace precision is also ensured to fall within the user set value. If the trace precision falls below the ...
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Large-scale development, characterization, and cross-amplification of EST–SSR markers in Chinese chive
... In crop research, SSR markers are an important tool for genetic and breeding studies, such as QTL identification (Zhang et al., 2009; Liu et al., 2010b, 2011b) and genetic diversity analysis (Liu et al., 2013; Zhu et ...
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Revisiting the Nystr{\"{o}m} Method for Improved Large-scale Machine Learning
... = O(k), ` = O(k ln k), and ` = O(k ln ...= O(k ln n), the average errors of the sketches are within 1 + of the optimal rank-k approximation errors, where ∈ [0, ...
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Small scale/large scale MFC stacks for improved power generation and implementation in robotic applications
... of applications in terms of viable alternative energy sources with numerous concomitant benefits, such as waste food and wastewater treatment, pure water generation (from the cathode), the potential to sense and ...
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Evaluation of the Nigerian Microfinance Banks Credit Administration on Small and Medium Scale Enterprises Operations
... of large number of private-sector initiated Micro finance banks (MFBs) across the country, either through converting existing community banks, transforming the existing NGO-MFIs or promoting fresh micro finance ...
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STK 6401 Brochure Apr87 pdf
... By combining the familiar and proven timesharing capabilities of UNIX with Supertek designed extensions to support large-scale, performance intensive scientific computing environment, Su[r] ...
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Effects Of Dust On The Performance Of Solar Panel And Improving The Performance By Using Arm Controller And Gear Motor Based Cleaning Method
... Solar panels being used in large commercial applications such as solar forms, small scale industries, commercial and domestic applications. These panels inexorably becomes dirty because ...
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DOVIS 2.0: an efficient and easy to use parallel virtual screening tool based on AutoDock 4.0
... run large-scale virtual screening in parallel on Linux ...file I/O opera- tions, providing outputs that conform to industry stand- ard sd-file format, and providing a general wrapper-script ...
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Analysis of Various I/O Methods for Large Datasets in C++
... Due to its backward compatibility with C, we can use the various cstdio functions for reading and writing in C++ too. In the experiments performed, we compare the speeds of the functions in cstdio and the iostream ...
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Performance Analysis and Optimization of Parallel I/O in a Large Scale Groundwater Application on Petascale Architectures.
... two-phase I/O approach in the application layer by splitting the MPI global communicator into multiple ...root I/O process in each MPI group gathers the necessary information such as start ...
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