Performance Modeling in the Age of Big Data - Some Reflections on Current Limitations
R. Heinrich, H. Eichelberger, and K. Schmid. 3rd International Workshop on Interplay of Model-Driven and Component-Based Software Engineering (ModComp '16),, page 37-38. (October 2016)
Big Data aims at the efficient processing of massive amounts of data. Performance modeling is often used to optimize performance of systems under development. Based on experiences from modeling Big Data solutions, we describe some problems in applying performance modeling and discuss potential solution approaches.