A survey on GPU-based implementation of swarm intelligence algorithms

Y Tan, K Ding - IEEE transactions on cybernetics, 2015 - ieeexplore.ieee.org
Inspired by the collective behavior of natural swarm, swarm intelligence algorithms (SIAs)
have been developed and widely used for solving optimization problems. When applied to …

Which scaling rule applies to large artificial neural networks: Technological limitations for biology-imitating computing

J Végh - Neural Computing and Applications, 2021 - Springer
Experience shows that cooperating and communicating computing systems, comprising
segregated single processors, have severe performance limitations, which cannot be …

[图书][B] Programming many-core chips

A Vajda - 2011 - books.google.com
This book presents new concepts, techniques and promising programming models for
designing software for chips with" many"(hundreds to thousands) processor cores. Given the …

Superlinear speedup in HPC systems: Why and when?

S Ristov, R Prodan, M Gusev… - … federated conference on …, 2016 - ieeexplore.ieee.org
The speedup is usually limited by two main laws in high-performance computing, that is, the
Amdahl's and Gustafson's laws. However, the speedup sometimes can reach far beyond the …

Parallel Theatre: An actor framework in Java for high performance computing

L Nigro - Simulation Modelling Practice and Theory, 2021 - Elsevier
Theatre is an actor-based system currently implemented in Java, which enables modelling,
analysis and implementation of predictable time-dependent distributed systems like cyber …

Data and task parallelism in ILP using MapReduce

A Srinivasan, TA Faruquie, S Joshi - Machine learning, 2012 - Springer
Nearly two decades of research in the area of Inductive Logic Programming (ILP) have seen
steady progress in clarifying its theoretical foundations and regular demonstrations of its …

Predicting the energy and power consumption of strong and weak scaling HPC applications

H Shoukourian, T Wilde, A Auweter… - … frontiers and innovations, 2014 - superfri.org
Keeping energy costs in budget and operating within available capacities of power
distribution and cooling systems is becoming an important requirement for High …

Finally, how many efficiencies the supercomputers have? And, what do they measure?

J Végh - The Journal of Supercomputing, 2020 - Springer
Using extremely large number of processing elements in computing systems leads to
unexpected phenomena, such as different efficiencies of the same system for different tasks …

[PDF][PDF] Uses and abuses of Amdahl's law

S Krishnaprasad - Journal of Computing Sciences in colleges, 2001 - forums.parallax.com
Amdahl's law has been widely used by designers and researchers to get a rough estimate of
performance improvement when alternate designs and implementations are attempted. It …

Power efficiency for variation-tolerant multicore processors

J Donald, M Martonosi - … of the 2006 international symposium on Low …, 2006 - dl.acm.org
Challenges in multicore processor design include meeting demands for performance,
power, and reliability. The progression towards deep submicron process technologies …