Advancing Software Testing Paradigms for Exascale Computing Overcoming Scalability, Fault Tolerance, and Performance Hurdles
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Abstract
In the pursuit of achieving Exascale computing, the domain of software testing emerges as a pivotal yet intricate frontier. Exascale computing, which aims to achieve a performance level of minimum one exaFLOP, equivalent to a quintillion calculations per second, signifies the subsequent major advancement in high-performance computing (HPC). This article delves into the distinctive obstacles and techniques in software testing for exascale systems, accentuating scalability, fault tolerance, and performance enhancement. Through an examination of current remedies and the proposition of innovative strategies, this research endeavor aims to propel the realm of software testing into the exascale era, guaranteeing dependability and effectiveness in HPC applications.