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Dynamic Voltage and Frequency Scaling for 3D Graphics Applications on the State-of-the-art Mobile GPUs

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자료유형	E-Book
개인저자	Farazmand, Navid.
단체저자명	Northeastern University. Electrical and Computer Engineering.
서명/저자사항	Dynamic Voltage and Frequency Scaling for 3D Graphics Applications on the State-of-the-art Mobile GPUs.
발행사항	[S.l.] : Northeastern University., 2018
발행사항	Ann Arbor : ProQuest Dissertations & Theses, 2018
형태사항	165 p.
소장본 주기	School code: 0160.
ISBN	9780438295599
일반주기	Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B. Adviser: David R. Kaeli.
요약	Today, there are more mobile computing devices running on batteries than computers connected to a power source, and this trend is bound to continue. Power consumption has always been one of the design considerations in digital electronic devices
요약	Dynamic Voltage and Frequency Scaling (DVFS) is a runtime power management technique commonly utilized to reduce power consumption, while achieving a predetermined level of performance. There have been numerous DVFS studies for general-purpose c
요약	Mobile graphics workloads are an integrated part of the user experience on smartphones. Typical workloads range from User Interfaces (UIs), to mapping applications to browsers and mobile games. Thus, optimizing the energy consumption of mobile g
요약	The goal of this thesis is to propose novel DVFS solutions for state-of-the-art mobile GPUs that improve energy consumption without negatively impacting performance guarantees. To achieve this goal, in this thesis we first introduce a fine-grain
요약	Leveraging our framework we also perform design space exploration on mobile graphics use cases. We explore the impact of various configuration parameters on the effectiveness of DVFS solutions and identify level switching latency and safety marg
요약	We propose two DVFS solutions which address limitations we identified during our workload analysis and design space exploration. First, we propose QoS-aware DVFS. By improving the level switching latency in response to workload changes, this sol
요약	Next we propose energy-aware DVFS. Energy-aware DVFS uses detailed performance and energy consumption models to address the limitations of the QoS-aware DVFS, mainly the lack of explicit support for DDR frequency scaling. Using statistical model
일반주제명	Computer engineering.
언어	영어
기본자료 저록	Dissertation Abstracts International80-01B(E). Dissertation Abstract International
대출바로가기	http://www.riss.kr/pdu/ddodLink.do?id=T14997984