Modern Software Concepts for Analytics and Data Intensive Systems

Overview

This research brief explores a handful of mental models as they relate to the current state of development in the software industry, particularly at companies with vast scales in terms of request traffic, data to work with or market share. Software as an industry in its own right is becoming increasingly complex; this march toward complexity is no less true for all other industries that depend on software or that are trying to implement complex analytics including AI. The question of how to manage complexity is one of the biggest issues we currently face.

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