Workshop on Architecture and Software for Emerging Applications (WASEA)

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High-valued domain applications in areas such as medicine,biology, physics, engineering, and social phenomena demandboth fast innovation and high execution speed and requireproductive development environments for domain experts whomay not be computer science experts. This workshop brings together leading researchers in architecture,compilers and programming languages, and domain experts to discussand debate potential approaches to accelerating progress in suchhigh-valued domains with an emphasis on developing strategies forexploiting machine learning, including strategies for acceleratinglearning algorithms through parallelism. The goal is to stimulatean in-depth discussion of the potential benefits of joint architectureand compiler approaches. The workshop will promote broadeningparticipation by including speakers from groups underrepresentedin computing and early career researchers.The workshop will produce a report providing recommendations on:joint compiler/language and architecture approaches, compiler/languagesupport enabling more aggressive hardware capabilities, architecturesupport enabling more effective compilers, and applications whosedevelopment process could benefit by these advances, The reportwill identify research opportunities in the interaction betweendevelopers, and architecture and language/compiler researchers toenable productive domain application development and highly efficientand scalable implementation on heterogeneous computing systems. Thereport will outline promising approaches and the research required forthese approaches to become usable by the domain application developers.