We are pleased to share the results of a Defense Advanced Research Project Agency’s (DARPA) Information Science and Technology (ISAT) Study Group study, I-USHER: Interfaces to Unlock the Specialized HardwarE Revolution, arguing for new hardware/software interfaces to enable the revolution promised by hardware specialization.
Advances in hardware specialization are expected to deliver several orders-of-magnitude improvements in performance, cost, and energy efficiency over the next decade, bringing the promise of revolutionizing applications in datacenters to invisible computing. To harness the power of this new class of computing, it is necessary to develop new abstractions or interfaces to unify the view of this new heterogeneous hardware, making it possible to (1) develop the next-generation of languages and tools needed for both software and hardware development; (2) design yet more radical hardware and systems without having to invest order of $100M in a new software stack; and (3) offer as yet unseen applications a predictable compute layer onto which they can compile.
The I-USHER study identified the opportunities and challenges in developing such interfaces. The outbrief slides present three related views of interfaces for heterogeneous hardware – a uniform interface view, a co-designed stack view, and a catalog of parts view – with promising emergent approaches and open challenges.
About the authors: Sarita V. Adve is Richard T. Cheng Professor at the University of Illinois at Urbana-Champaign and Ratislav Bodik and Luis Ceze are Professors at the University of Washington. They co-organized the DARPA ISAT I-USHER study.
Disclaimer: These posts are written by individual contributors to share their thoughts on the SIGPLAN blog for the benefit of the community. Any views or opinions represented in this blog are personal, belong solely to the blog author and do not represent those of ACM SIGPLAN or its parent organization, ACM.