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• W2963783906 abstract "As energy e ciency became a critical factor in the embedded systems domain, dynamic voltage and frequency scaling (DVFS) techniques have emerged as means to control the system’s power and energy e ciency. Additionally, due to the compact design, thermal issues become prominent. State of the art work promotes software decoupled accessexecution (DAE) that statically generates code amenable to DVFS techniques. The compiler builds memory-bound access phases, designed to prefetch data in the cache at low frequency, and compute-bound phases, that consume the data and perform computations at high frequency. This work investigates techniques to find the optimal balance between lightweight and e cient access phases. A profiling step guides the selection of loads to be prefetched in the access phase. For applications whose behavior vary significantly with respect to the input data, the profiling can be performed online, accompanied by just-in-time compilation. We evaluated the benefits in energy e ciency and performance for both static and dynamic code generation and showed that precise prefetching of critical loads can result in 20% energy improvements, on average. DAE is particularly beneficial for embedded systems as by alternating access phases (executed at low frequency) and execute phases (at high frequency) DAE proactively reduces the temperature and therefore prevents thermal emergencies." @default.
• W2963783906 created "2019-07-30" @default.
• W2963783906 creator A5003004734 @default.
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• W2963783906 date "2016-01-01" @default.
• W2963783906 modified "2023-10-06" @default.
• W2963783906 title "Profiling-Assisted Decoupled Access-Execute" @default.
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• W2963783906 hasPublicationYear "2016" @default.
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