Exponential laws of computing growth

@article{Denning2017ExponentialLO,
  title={Exponential laws of computing growth},
  author={Peter J. Denning and Ted G. Lewis},
  journal={Communications of the ACM},
  year={2017},
  volume={60},
  pages={54 - 65}
}
Moore's Law is one small component in an exponentially growing planetary computing ecosystem. 
Can parallelization save the (computing) world
TLDR
The preferred way seems to be to continue the traditions of the single-processor approach: to assemble systems comprising several segregated processors, connected in various ways. Expand
Can parallelization save the (computing) world?
TLDR
The preferred way seems to be to continue the traditions of the single-processor approach: to assemble systems comprising several segregated processors, connected in various ways. Expand
Misconceptions about computer science
TLDR
Common misconceptions about computer science hinder professional growth and harm the identity of computing, according to a study by researchers at the Massachusetts Institute of Technology. Expand
How Amdahl’s Law limits the performance of large artificial neural networks
  • J. Végh
  • Medicine, Computer Science
  • Brain Informatics
  • 2019
TLDR
The paper shows that neural network simulators, (both software and hardware ones), akin to all other sequential–parallel computing systems, have computing performance limitation due to deploying clock-driven electronic circuits, the 70-year old computing paradigm and Amdahl’s Law about parallelized computing systems. Expand
Moore’s Law revisited through Intel chip density
TLDR
The six waves of transistor density increase account for and give insight into the underlying processes driving advances in processor manufacturing and point to future limits that might be overcome. Expand
The Need for Modern Computing Paradigm: Science Applied to Computing
  • J. Végh, A. Tisan
  • Computer Science
  • 2019 International Conference on Computational Science and Computational Intelligence (CSCI)
  • 2019
TLDR
The paper draws the attention that under extreme conditions, computing behavior could differ than the one in the normal conditions, and pinpoints that certain, unnoticed or neglected features enable the explanation of the new phenomena, and the enhancement of some computing features. Expand
Chasing Carbon: The Elusive Environmental Footprint of Computing
TLDR
This work quantifies the carbon output of computer systems to show that most emissions related to modern mobile and data-center equipment come from hardware manufacturing and infrastructure, and outlines future directions for minimizing the environmental impact of computing systems. Expand
About Scaling of Controlling Information System of Industrial Complex by Streamlining of Big Data Arrays in Compliance with Hierarchy of the Present Lifeworlds
This article discusses the problem of scaling the control information system. Some new type of horizontal scaling of big data array is offered. It consists in structuring of this array in complianceExpand
High Performance Computing for Geospatial Applications: A Prospective View
TLDR
This chapter describes current work on the development of cutting-edge exascale computing systems that are intended to be in place in 2021 and then turns to address several other important developments in HPC. Expand
Methodological foundations of the fourth industrial revolution research
The article conceptualises the stages that humanity has passed on the way of technological development: the transition from agricultural production to the fi rst steam engines, from mastering theExpand
...
1
2
3
4
5
...

References

SHOWING 1-10 OF 42 REFERENCES
The tyranny of the clock
TLDR
A clock-free paradigm that fits everything learned about programming since Turing and is applicable to all types of programming. Expand
A view of the parallel computing landscape
Writing programs that scale with increasing numbers of cores should be as easy as writing programs for sequential computers.
The choice uncertainty principle
It is impossible to make an unambiguous choice between near-simultaneous events under a deadline. How can computations choose reliably?
Amdahl's Law in the Multicore Era
  • M. Hill
  • Computer Science
  • Computer
  • 2008
Augmenting Amdahl's law with a corollary for multicore hardware makes it relevant to future generations of chips with multiple processor cores. Obtaining optimal multicore performance will requireExpand
Amdahl's Law in the Multicore Era
Augmenting Amdahl's law with a corollary for multicore hardware makes it relevant to future generations of chips with multiple processor cores. Obtaining optimal multicore performance will requireExpand
Moore's Law: The Life of Gordon Moore, Silicon Valley's Quiet Revolutionary
Prelude 1. The Moores of Pescadero 2. The Chemistry of Romance 3. Chemical Apprentice 4. Science, Shockley, and Silicon 5. Launch 6. Emerging Realities 7. The Invention of Intel 8. The RealExpand
The chip design game at the end of Moore's law
  • R. Colwell
  • Computer Science
  • 2013 IEEE Hot Chips 25 Symposium (HCS)
  • 2013
Computing beyond Moore's Law
Photolithography systems are on pace to reach atomic scale by the mid-2020s, necessitating alternatives to continue realizing faster, more predictable, and cheaper computing performance. If the endExpand
Reevaluating Amdahl's law
Dans cet article, il est question de l'importance, pour la communaute scientifique informatique, de venir a bout du «blocage mental» contre le parallelisme massif impose par une mauvaise utilisationExpand
Implications of Historical Trends in the Electrical Efficiency of Computing
The electrical efficiency of computation has doubled roughly every year and a half for more than six decades, a pace of change comparable to that for computer performance and electrical efficiency inExpand
...
1
2
3
4
5
...