Workshop on Architecture and Software for Emerging Applications (WASEA)

新兴应用架构和软件研讨会 (WASEA)

• 批准号: 1657976
• 负责人: Lawrence Rauchwerger
• 金额: $ 4.99万
• 依托单位: Texas A&M Engineering Experiment Station
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2016
• 资助国家: 美国
• 起止时间: 2016-11-01 至 2019-10-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1657976&HistoricalAwards=false
• 关键词: Workshop; Architecture; Software; Emerging; Applications

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.

高价值的领域应用在医学，生物学，物理，工程和社会现象等领域的应用程序都需要快速创新和高执行速度，并且对领域专家的需求开发环境需要驱动的开发环境，他们不是计算机科学专家。该研讨会汇集了建筑，编译器和编程语言领域的领先研究人员，以及域专家，讨论辩论潜在的方法，以加速这种高价值的领域的进步，重点是开发开发机器学习的策略，包括通过并行策略通过平行义进行加速算法的策略。 目的是刺激对联合建筑媒介方法的潜在好处的深入讨论。 该研讨会将通过包括来自代表性不足的计算和早期职业研究人员的演讲者来促进扩展参与。该研讨会将提出一份报告，提供有关：联合编译器/语言和建筑方法，编译器/语言支持者，启用更为积极的硬件功能，建立了更为积极的硬件，使ArchitecturePpport启用了有效的有效的编译器，有效的编译器，，有效，有效的编译器，，，，有效的编译器，，有效的编译能力，，实现了更为有效的编译器，，，，，启用了更为有效的编译能力以及应用程序的应用程序可以从这些进步中受益，报告将确定互动中的研究机会，建筑和语言/编译器研究人员可探讨可启用生产域应用程序的应用程序开发以及在异质计算系统上的高效扩展和可扩展的实施。 那里的港口将概述有希望的方法和所需的研究方法，才能被域应用开发人员使用。