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Domain-Specific Programming Methodologies for Domain-Specific and Emerging Computing Systems
DescriptionProgramming heterogeneous computing systems is a daunting task which is becoming even more challenging with the advent of emerging, non Von-Neumann computer architectures. Innovation in programming abstractions and compilers are thus badly needed to cope with the current golden age of computer architecture. This talk discusses domain-specific abstractions and languages as a promising avenue to hide the system complexity from non-expert programmers while passing richer information to compilers. The high-level semantics in DSLs improves productivity while enabling coarser-grained optimization and safer code generation. Examples are provided from the domains of big-data, physics simulations and machine learning, targeting modern reconfigurable hardware, for emerging memory technologies and for emerging in-memory computing.
Event Type
Workshop
TimeMonday, 13 November 20234pm - 4:30pm MST
Location708
Large Scale Systems
Middleware and System Software
Programming Frameworks and System Software
W