Unified Benchmarking of Big Data Platforms – Axel-Cyrille Ngonga Ngomo
Which Big Data Platform shown I use for my problem? This question remains one of the most important question for practitioners. In this talk, we will present the universal benchmarking platform for Big Data HOBBIT (htpp://project-hobbit.eu). The platform providies a unified approach for benchmarking Big Data frameworks. Mimicking algorithms generated from real data ensure that the dataset used for benchmarking resemble real data but are open for all to use, therewith circumventing the issues that come about when using company-bound data. The core of the platform implements industry-relevant KPI gathered from more than 70 Big-Datad-driven organizations. The results are generated using machine-readable formats so as to ensure that they can be analyzed and use for improving toold and frameworks. In the talk, I will present the architecture of the framework and some preliminary results.