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Horizons of parallel computation

Journal of Parallel and Distributed Computing, 1995
This paper considers the ultimate impact of fundamental physical limitations—notably, speed of light and device size—on parallel computing machines. Although we fully expect an innovative and very gradual evolution to the limiting situation, we take here the provocative view of exploring the consequences of the accomplished attainment of the physical ...
Franco P. Preparata, Gianfranco Bilardi
openaire   +1 more source

Massively parallel probabilistic computing with sparse Ising machines

Nature Electronics, 2021
Solving computationally hard problems using conventional computing architectures is often slow and energetically inefficient. Quantum computing may help with these challenges, but it is still in the early stages of development.
Navid Anjum Aadit   +6 more
semanticscholar   +1 more source

Parallel Computing of Support Vector Machines

ACM Computing Surveys, 2019
The immense amount of data created by digitalization requires parallel computing for machine-learning methods. While there are many parallel implementations for support vector machines (SVMs), there is no clear suggestion for every application scenario ...
Shirin Tavara
semanticscholar   +1 more source

Energy-minimized Scheduling of Real-time Parallel Workflows on Heterogeneous Distributed Computing Systems

IEEE Transactions on Services Computing, 2021
Today's large-scale parallel workflows are often processed on heterogeneous distributed computing platforms. From an economic perspective, computing resource providers should minimize the cost while offering high service quality.
Biao Hu, Zhengcai Cao, Mengchu Zhou
semanticscholar   +1 more source

Distributed Cloud Computing and Distributed Parallel Computing: A Review

2018 International Conference on Advanced Science and Engineering (ICOASE), 2018
In this paper, we present a discussion panel of two of the hottest topics in this area namely distributed parallel processing and distributed cloud computing. Various aspects have been discussed in this review paper such as concentrating on whether these
Z. Rashid   +3 more
semanticscholar   +1 more source

Computing Powers in Parallel

SIAM Journal on Computing, 1987
Fundamental discussion of fast parallel computation of a b mod m, for n- bit integers a,b,m, in time (log n)\({}^{O(1)}\), and of related questions, including arithmetic and boolean circuits, extension to polynomials.
openaire   +2 more sources

Transform Blockchain into Distributed Parallel Computing Architecture for Precision Medicine

IEEE International Conference on Distributed Computing Systems, 2018
This paper provides a vision and proposes mechanisms to transform the blockchain duplicated computing into distributed parallel computing architecture by transforming smart contract which features data driven from the ground up to support moving ...
J. Tsai
semanticscholar   +1 more source

Scheduling Parallel Computations

Journal of the ACM, 1968
A model for parallel computations is given as a directed graph in which nodes represent elementary operations, and branches, data channels. The problem considered is the determination of an admissible schedule for such a computation; i.e. for each node determine a sequence of times at which the node initiates its operation.
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Parallel Computing

Optical Computing, 2020
1. Assume we have the following task graph. A task can be thought of as function/procedure. Every task is labeled with its run time on a core. An arrow from a task to another means that the first task generates data needed by the second one.
Midterm Practice Problems
semanticscholar   +1 more source

Data-parallel computing

ACM SIGGRAPH 2008 classes, 2008
Users always care about performance. Although often it's just a matter of making sure the software is doing only what it should, there are many cases where it is vital to get down to the metal and leverage the fundamental characteristics of the processor.Until recently, performance improvement was not difficult.
openaire   +1 more source

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