Hardware and Software Systems Request for Proposals

קרןFacebook
מדינהU.S.A.
סוגResearch Grants
תאריך אחרון07/12/2017
פקולטהEngineering, Exact Sciences
תיאור

Facebook invites university faculty to respond to this call for research proposals on hardware and software systems; a total of 5 awards are available. Facebook is especially interested in soliciting proposals for research at the intersection of computer systems and machine learning, including, but not limited to:

  • Machine learning benchmarks (especially beyond computer vision)
  • Workload characterization tools and techniques for machine learning applications
  • Hardware architectures for efficient and scalable machine learning
  • Machine learning frameworks and compiler flows to facilitate efficiency, portability, and inter-operability
  • Techniques to facilitate machine learning on resource-constrained edge devices
  • System impact of distributed training including issues related to compute, networking, and storage
  • Approaches that apply machine learning for research in traditional hardware and software systems
  • System analysis and optimization of machine learning approaches beyond deep learning

 

Funding: $50,000

Duration: no fixed limit 

 

Reseach Authority due date: 6.12.17

קבצים מצורפים
קישורלאתר
עדכון אחרוןעדכון אחרון: 03/12/2017
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