Journal
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS
Volume 13, Issue 2, Pages -Publisher
ASSOC COMPUTING MACHINERY
DOI: 10.1145/2994550
Keywords
Review; domain-wall memory; shift operations; reliability; performance; energy; cache; CPU; GPU
Categories
Funding
- U.S. Department of Energy, Office of Science, Advanced Scientific Computing Research
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Recent trends of increasing core-count and bandwidth/memory wall have motivated researchers to explore novel memory technologies for designing processor components such as cache, register file, shared memory, and so on. Domain-wall memory (DWM), also known as racetrack memory, is a promising emerging technology due to its non-volatility and very high density. However, use of DWM presents challenges due to characteristics of both DWM itself (e.g., requirement of shift operations, variable latency) and processor components. Recently, several techniques have been proposed to address these challenges. This article presents a survey of architectural techniques for using DWM for designing components in both CPU and GPU. We discuss techniques related to performance, energy, and reliability and also discuss works that compare DWM with other memory technologies. We also highlight the opportunities and obstacles in using DWM for designing processor components. This survey is expected to spark further research in this area and be useful for researchers, chip designers, and computer architects.
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