A survey of techniques for approximate computing
S Mittal - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Approximate computing trades off computation quality with effort expended, and as rising
performance demands confront plateauing resource budgets, approximate computing has …
performance demands confront plateauing resource budgets, approximate computing has …
A survey of data partitioning and sampling methods to support big data analysis
Computer clusters with the shared-nothing architecture are the major computing platforms
for big data processing and analysis. In cluster computing, data partitioning and sampling …
for big data processing and analysis. In cluster computing, data partitioning and sampling …
Exploiting errors for efficiency: A survey from circuits to applications
When a computational task tolerates a relaxation of its specification or when an algorithm
tolerates the effects of noise in its execution, hardware, system software, and programming …
tolerates the effects of noise in its execution, hardware, system software, and programming …
A retrospective and prospective view of approximate computing [point of view
W Liu, F Lombardi, M Shulte - Proceedings of the IEEE, 2020 - ieeexplore.ieee.org
Computing systems are conventionally designed to operate as accurately as possible.
However, this trend faces severe technology challenges, such as power consumption, circuit …
However, this trend faces severe technology challenges, such as power consumption, circuit …
Exploring hyperdimensional associative memory
Brain-inspired hyperdimensional (HD) computing emulates cognition tasks by computing
with hypervectors as an alternative to computing with numbers. At its very core, HD …
with hypervectors as an alternative to computing with numbers. At its very core, HD …
[HTML][HTML] Fast semistochastic heat-bath configuration interaction
This paper presents in detail our fast semistochastic heat-bath configuration interaction
(SHCI) method for solving the many-body Schrödinger equation. We identify and eliminate …
(SHCI) method for solving the many-body Schrödinger equation. We identify and eliminate …
Approximate query processing: What is new and where to go? a survey on approximate query processing
Online analytical processing (OLAP) is a core functionality in database systems. The
performance of OLAP is crucial to make online decisions in many applications. However, it is …
performance of OLAP is crucial to make online decisions in many applications. However, it is …
Foggycache: Cross-device approximate computation reuse
Mobile and IoT scenarios increasingly involve interactive and computation intensive
contextual recognition. Existing optimizations typically resort to computation offloading or …
contextual recognition. Existing optimizations typically resort to computation offloading or …
Constant overhead quantum fault tolerance with quantum expander codes
O Fawzi, A Grospellier, A Leverrier - Communications of the ACM, 2020 - dl.acm.org
The threshold theorem is a seminal result in the field of quantum computing asserting that
arbitrarily long quantum computations can be performed on a faulty quantum computer …
arbitrarily long quantum computations can be performed on a faulty quantum computer …
Random sample partition: a distributed data model for big data analysis
With the ever-increasing volume of data, alternative strategies are required to divide big data
into statistically consistent data blocks that can be used directly as representative samples of …
into statistically consistent data blocks that can be used directly as representative samples of …