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He, Zichang; Cui, Weilong; Cui, Chunfeng; Sherwood, Timothy; Zhang, Zheng (, International Conf. Computer Aided Design (ICCAD))
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Cui, Weilong; Tzimpragos, Georgios; Tao, Yu; Mcmahan, Joseph; Dangwal, Deeksha; Tsiskaridze, Nestan; Michelogiannakis, George; Vasudevan, Dilip P.; Sherwood, Timothy (, ACM Journal on Emerging Technologies in Computing Systems)
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Dangwal, Deeksha; Cui, Weilong; McMahan, Joseph; Sherwood, Timothy (, roceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems)
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Cui, Weilong; Ding, Yongshan; Dangwal, Deeksha; Holmes, Adam; McMahan, Joseph; Javadi-Abhari, Ali; Tzimpragos, Georgios; Chong, Frederic; Sherwood, Timothy (, 2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA))As computer architecture continues to expand beyond software-agnostic microarchitecture to data center organization, reconfigurable logic, heterogeneous systems, application-specific logic, and even radically different technologies such as quantum computing, detailed cycle-level simulation is no longer presupposed. Exploring designs under such complex interacting relationships (e.g., performance, energy, thermal, cost, voltage, frequency, cooling energy, leakage, etc.) calls for a more integrative but higher-level approach. We propose Charm, a domain specific language supporting Closed-form High-level ARchitecture Modeling. Charm enables mathematical representations of mutually dependent architectural relationships to be specified, composed, checked, evaluated and reused. The language is interpreted through a combination of symbolic evaluation (e.g., restructuring) and compiler techniques (e.g., memoization and invariant hoisting), generating executable evaluation functions and optimized analysis procedures. Further supporting reuse, a type system constrains architectural quantities and ensures models operate only in a validated domain. Through two case studies, we demonstrate that Charm allows one to define high-level architecture models concisely, maximize reusability, capture unreasonable assumptions and inputs, and significantly speedup design space exploration.more » « less
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