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Developments in the context of Open, Big, and Linked Data have led to anenormous growth of structured data on the Web. To keep up with the pace ofefficient consumption and management of the data at this rate, many dataManagement solutions have been developed for specific tasks and applications.We present LITMUS, a framework for benchmarking data management solutions.LITMUS goes beyond classical storage benchmarking frameworks by allowing foranalysing the performance of frameworks across query languages. In thisposition paper we present the conceptual architecture of LITMUS as well as theconsiderations that led to this architecture.

LITMUS: An Open Extensible Framework for Benchmarking RDF Data Management Solutions