基于java编程的指纹数据处理中单线程循环与多线程循环高性能计算可靠性比较

Arief Ginanjar, Kusmaya Kusmaya
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引用次数: 0

摘要

高性能计算是编程家族中的一种机制,其重点是在任何编程环境中提高高性能,特别是使用虚拟机环境的编程语言,如C/ c++、Java和Python。在大数据、数据仓库、商业智能和人工智能等信息技术的几个子集群中,高性能计算的使用被广泛应用于具有企业数据处理能力的复杂计算机机器上。本研究是为了比较HPC与算法或java编程技术在数据处理方面的能力,这些算法或java编程技术在日常生活中使用的普通计算机中实现时使用大量线程,使用一个线程的术语java编程技术称为单线程循环,使用多个线程的术语java编程技术称为多线程循环。由于顺序进程和并行进程的比较,本研究尝试比较Java编程中的单线程循环和多线程循环。操作系统的最低要求是使用微软Windows 7或10和基于unix的操作系统,使用英特尔i5或i7处理器,并使用至少16gb的内存。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reliability Comparison of High Performance Computing between Single Thread Loop and Multiple Thread Loop using Java-Based Programming at Fingerprint Data Processing
High Performance Computing is one of the mechanisms in the programming family with a focus on increasing high performance in any programming environment, especially programming languages that use virtual machine environments such as C/C++, Java and Python. several sub-clusters of information technology such as Big Data, Data Warehouse, Business Intelligence and Artificial Intelligence, the use of HPC is widely applied in sophisticated computer machines that have enterprise data processing capabilities. This research was conducted to compare the ability of HPC with algorithms or java programming techniques in data processing that uses a lot of threads when implemented in ordinary computers used in everyday life, the term java programming technique that uses one thread is called Single Thread Loop then when using multiple threads is called Multiple Thread Loop. Due this comparison between sequential and parallel process so this research try to compare between Single Thread Loop and Multiple Thread Loop in Java Programming. The minimum requirement operating system is to use the MS Windows 7 or 10 and a Unix-based OS using an Intel i5 or i7 processor and use a minimum of 16 GB of RAM.
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