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The complexity and size increase of software has extended the delay fordevelopers as they wait for code analysis and code merge. With the larger andmore complex software, more developers nowadays are developing software withlarge source code repositories. The tendency for software platforms toimmediately update software packages with feature updates and bug-fixes is asignificant obstacle. Continuous integration systems may help prevent softwareflaws during the active development of software packages, even when they aredeployed and updated frequently. Herein, we present a portable and modular codereview automation system that inspects incoming code changes such as codeformat and style, performance regression, static analysis, build and deploymenttests, and dynamic analysis before merging and changing code. The proposedmechanisms are sufficiently lightweight to be hosted on a regular desktopcomputer even for numerous developers. The resulting reduced costs allowdevelopers to apply the proposed mechanism to many source code repositories.Experimental results demonstrate that the proposed mechanism drasticallyreduces overheads and improves usability compared with conventional mechanisms:execution time (6x faster), CPU usage (40% lower), memory consumption (1/180),and no out-of-memory occurrence.

LightSys: Lightweight and Efficient CI System for Improving Integration Speed of Software