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2018-06-11
Havet, Aurélien, Pires, Rafael, Felber, Pascal, Pasin, Marcelo, Rouvoy, Romain, Schiavoni, Valerio.  2017.  SecureStreams: A Reactive Middleware Framework for Secure Data Stream Processing. Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems. :124–133.
The growing adoption of distributed data processing frameworks in a wide diversity of application domains challenges end-to-end integration of properties like security, in particular when considering deployments in the context of large-scale clusters or multi-tenant Cloud infrastructures. This paper therefore introduces SecureStreams, a reactive middleware framework to deploy and process secure streams at scale. Its design combines the high-level reactive dataflow programming paradigm with Intel®'s low-level software guard extensions (SGX) in order to guarantee privacy and integrity of the processed data. The experimental results of SecureStreams are promising: while offering a fluent scripting language based on Lua, our middleware delivers high processing throughput, thus enabling developers to implement secure processing pipelines in just few lines of code.