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Software Assists to On-chip Memory Hierarchy of Manycore Embedded Systems

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자료유형	E-Book
개인저자	Shoushtari, Abdolmajid Namaki.
단체저자명	University of California, Irvine. Computer Science - Ph.D..
서명/저자사항	Software Assists to On-chip Memory Hierarchy of Manycore Embedded Systems.
발행사항	[S.l.] : University of California, Irvine., 2018
발행사항	Ann Arbor : ProQuest Dissertations & Theses, 2018
형태사항	174 p.
소장본 주기	School code: 0030.
ISBN	9780438294721
일반주기	Source: Dissertation Abstracts International, Volume: 80-01(E), Section: B. Adviser: Nikil D. Dutt.
요약	The growing computing demands of emerging application domains such as Recognition/Mining/Synthesis (RMS), visual computing, wearable devices and the Internet of Things (IoT) has driven the move towards manycore architectures to better manage tra
요약	The memory hierarchy of manycore architectures has a major impact on their overall performance, energy efficiency and reliability. We identify three major problems that make traditional memory hierarchies unattractive for manycore architectures
요약	This thesis argues that many of these inefficiencies are the result of software-agnostic hardware-managed memory hierarchies. Application semantics and behavior captured in software can be exploited to more efficiently manage the memory hierarch
요약	We first present the required hardware and software support for a software-assisted memory hierarchy that is composed of distributed memories which can be partitioned between caches and software-programmable memories (SPMs) at runtime. This memo
요약	Next, we augment caches and SPMs in this hierarchy with approximation support in order to improve the energy efficiency of the memory subsystem when running approximate programs. We present approximation techniques for major building blocks of o
요약	We implemented all software and hardware components of the proposed software-assisted memory hierarchy in the gem5 architectural simulator. Our simulations on a mix of RMS and microbenchmarks show that our proposed techniques achieve better perf
일반주제명	Computer science.
언어	영어
기본자료 저록	Dissertation Abstracts International80-01B(E). Dissertation Abstract International
대출바로가기	http://www.riss.kr/pdu/ddodLink.do?id=T14997061