Abstract
HPC Software and Programming Environments for Big Data Applications
Highlights
Correspondence should be addressed to Youngjae Kim; youkim@sogang.ac.kr
Is special issue includes nine papers. It covers hardware and software issues ranging from a paper to improve the performance of the big data framework to a paper to improve the performance of the application using the big data framework. e paper “EDC-Based Hardware-Level Fault Tolerance and Fault Secure Checker Design for Big Data and Cloud Computing” describes the hardware-level security concern for big data systems. e paper “Research on the Prewarning Method for the Safety of South-to-North Water Transfer Project Driven by Monitoring Data” proposes an intelligent prewarning method for the abnormal data processing in the South-to-North Water Transfer Project. e paper “Big Data in Cloud Computing: A Resource Management Perspective” identifies key features that characterize big data resource management systems. e paper “NUMAAware read Scheduling for Big Data Transfers over Terabits
International Journal of Submit your manuscripts at www.hindawi.com
Summary
Network Infrastructure” proposes a NUMA (Non-Uniform Memory Access)-aware thread and resource scheduling for optimized big data transfers in terabit network. e paper “Deployment Strategy for Car-Sharing Depots by Clustering Urban Traffic Big Data Based on Affinity Propagation” presents an optimization method to determine the depot locations by clustering taxi OD points with the AP (Affinity Propagation) clustering algorithm. e paper “Mitigating Interference between Scientific Applications in OS-Level Virtualized Environments” describes an interference-aware scheduling method that mitigates the problem of performance interference based on applications’ I/O and CPU usage profiles in OS-level virtualized environments. e paper “Cultural Distance-Aware Service Recommendation Approach in Mobile Edge Computing” proposes a cultural distance-aware service recommendation approach in mobile edge computing. e paper “Nonmetric Correction of Lens Distortion Based on Entropy Measure” presents a nonmetric correction algorithm for lens distortion based on entropy measure for the real vision system. e paper “Field Geometric Calibration Method for Line Structured Light Sensor Using Single Circular Target” presents a geometric calibration method for line structured light sensor. Editorial HPC Software and Programming Environments for Big Data Applications Youngjae Kim ,1 Sungyong Park,1 Feiyi Wang,2 Guangyu Sun,3 and Shangguang Wang 4 Correspondence should be addressed to Youngjae Kim; youkim@sogang.ac.kr
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