Researcher: Machine Learning
Company: Microsoft Corporation
Posted on: May 11, 2022
Machine learning is having a transformative effect on many
research areas, significantly altering the way many problems are
approached, and the scope of what is achievable. is developing a by
using femtosecond lasers to store data in glass. The project
provides an unprecedented opportunity to completely re-think how
storage systems are built, and build a storage technology that's
end-to-end optimized solely for the cloud, from the materials level
up to the user interface. Machine learning plays a critical role in
the design and development of the technology, including: enabling
unprecedented information density to be encoded and successfully
read back, end-to-end optimization across hardware and software,
and reinforcement learning control of different parts of the
system.The Project Silica team is highly multi-disciplinary,
comprising computer scientists, physicists, optical scientists,
chemists, electrical and mechanical engineers, and designers.
Tackling the hard technical challenges of making glass storage into
a real technology presents a myriad of unique opportunities for
cross-disciplinary research, including applying machine learning to
completely new problem domains.Contract duration: 2 years.
Keywords: Microsoft Corporation, Cambridge , Researcher: Machine Learning, Other , Cambridge, Massachusetts
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