Convergence of Recognition, Mining, and Synthesis Workloads and Its Implications

  title={Convergence of Recognition, Mining, and Synthesis Workloads and Its Implications},
  author={Yen-Kuang Chen and Jatin Chhugani and Pradeep Dubey and Christopher J. Hughes and Daehyun Kim and Sanjeev Kumar and Victor W. Lee and Anthony D. Nguyen and Mikhail Smelyanskiy},
  journal={Proceedings of the IEEE},
This paper examines the growing need for a general-purpose ldquoanalytics enginerdquo that can enable next-generation processing platforms to effectively model events, objects, and concepts based on end-user input, and accessible datasets, along with an ability to iteratively refine the model in real-time. We find such processing needs at the heart of many emerging applications and services. This processing is further decomposed in terms of an integration of three fundamental compute… CONTINUE READING
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