Some software architects manage these risks with architecture analysis, while others use prototyping. Architecting big data systems is challenging because the technology landscape is new and rapidly changing, and the quality attribute challenges, particularly for performance, are substantial. ![]() All of these risks are amplified in the context of big data. Software architects developing any system-big data or otherwise-must address risks associated with cost, schedule, and quality. ![]() There are several risks specific to big data system development.
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