Transcription of Unleashing the Potential of Data-Driven Networking
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Unleashing the Potential of Data-Driven Networking
Unleashing the Potential of Data-Driven NetworkingJunchen Jiang , Vyas Sekar , Ion Stoica?+ , Hui Zhang + CMU,?UC Berkeley,+Conviva, last few years have witnessed the coming of age of data -drivenparadigm in various aspects of computing (partly) empowered by advances indistributed system research (cloud computing, MapReduce, etc). In this paper,we observe that the benefits can flow the opposite direction: the design and man-agement of networked systems can be improved by Data-Driven paradigm. Tothis end, we present DDN, a new design framework for network protocols basedon Data-Driven paradigm. We argue that DDN has the Potential to significantlyachieve better performance through harnessing more data than one single , we systematize existing instantiations of DDN by creating a uni-fied framework for DDN, and use the framework to shed light on the commonchallenges and reusable design principles.
Unleashing the Potential of Data-Driven Networking Junchen Jiang†, Vyas Sekar†, Ion Stoica?+ , Hui Zhang†+ †CMU,?UC Berkeley, +Conviva, Databricks Abstract. The last few years have witnessed the coming of age of data-driven
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