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Approximate Computing: A Survey
IEEE Design and Test, 2016As one of the most promising energy-efficient computing paradigms, approximate computing has gained a lot of research attention in the past few years. This paper presents a survey of state-of-the-art work in all aspects of approximate computing and highlights future research challenges in this field.
Qiang Xu, Nam Sung Kim, Todd Mytkowicz
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2016 29th International Conference on VLSI Design and 2016 15th International Conference on Embedded Systems (VLSID), 2016
We face an urgent need for new sources of efficiency in computing due to the diminishing benefits from semiconductor technology scaling on the one hand, and the need to keep up with the explosive growth in data on the other. The very workloads that drive the demand for computing across the spectrum hold out promise for new opportunities.
Swagath Venkataramani +2 more
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We face an urgent need for new sources of efficiency in computing due to the diminishing benefits from semiconductor technology scaling on the one hand, and the need to keep up with the explosive growth in data on the other. The very workloads that drive the demand for computing across the spectrum hold out promise for new opportunities.
Swagath Venkataramani +2 more
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Approximate computation of pseudovarieties
ACM SIGSAM Bulletin, 2003Many other combinatorial properties of the size of the Dixon matrix and the structure of the Dixon polynomial of a given polynomial system are related to the support hull of the polynomial system and their projections along different dimensions. This research is supported in part by NSF grant nos.
Robert M. Corless +2 more
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Secure Multiparty Computation of Approximations
ACM Transactions on Algorithms, 2001Approximation algorithms can sometimes provide efficient solutions when no efficient exact computation is known. In particular, approximations are often useful in a distributed setting where the inputs are held by different parties and may be extremely large.
Joan Feigenbaum +5 more
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Approximate computing and the quest for computing efficiency
Proceedings of the 52nd Annual Design Automation Conference, 2015Diminishing benefits from technology scaling have pushed designers to look for new sources of computing efficiency. Multicores and heterogeneous accelerator-based architectures are a by-product of this quest to obtain improvements in the performance of computing platforms at similar or lower power budgets.
Swagath Venkataramani +3 more
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Introduction to approximate computing
2016 IEEE 34th VLSI Test Symposium (VTS), 2016Approximate computing has emerged as a new paradigm for energy-efficient design of circuits and systems. This paper presents a brief introduction to approximate computing as well as to the challenges faced by approximate computing with respect to its prospects for applications in energy-efficient and error-resilient computing systems.
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Computations in Boolean Algebra with Approximation
Fundamenta Informaticae, 2014Computations in Boolean algebra extended by adding an undefined element are investigated in the present paper. These computations (also known as approximative computations) are based on Lukasiewicz three-valued logic and are widely used in those applications where it is necessary to perform logical operations under uncertainty.
Armen Kostanyan, Paruyr Khnkoyan
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