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The information bottleneck method is a technique in information theory introduced by Naftali Tishby, Fernando C. Pereira, and William Bialek. [1] It is designed for finding the best tradeoff between accuracy and complexity (compression) when summarizing (e.g. clustering) a random variable X, given a joint probability distribution p(X,Y) between X and an observed relevant variable Y - and self ...
The component is sometimes called a bottleneck point. The term is metaphorically derived from the neck of a bottle, where the flow speed of the liquid is limited by its neck. Formally, a bottleneck lies on a system's critical path and provides the lowest throughput. Bottlenecks are usually avoided by system designers, also a great amount of ...
Bottleneck (production), where one process reduces capacity of the whole chain; Bottleneck (software), in software engineering; Interconnect bottleneck, limits on integrated circuit performance; Internet bottleneck, slowing the performance on the Internet at a particular point; Bottleneck, a design element of some firearms cartridge cases
The methods applied to the systems all are designed to isolate the constraint, break it down into its components and find a suitable solution to reducing the negative impact the station has on the entire system. The thinking processes as well as the identification of the bottleneck is conducted in different manners.
The naïve roofline [3] is obtained by applying simple bound and bottleneck analysis. [8] In this formulation of the roofline model, there are only two parameters, the peak performance and the peak bandwidth of the specific architecture , and one variable, the arithmetic intensity .
A system or application will hit a bottleneck if the work arrives at a comparatively faster pace relative to other processing components. [3] According to the theory of constraints , improving on the occurrences of hot-spot point of the bottleneck constraint improves the overall processing speed of the software. [ 4 ]
The Bottleneck traveling salesman problem (bottleneck TSP) is a problem in discrete or combinatorial optimization. The problem is to find the Hamiltonian cycle (visiting each node exactly once) in a weighted graph which minimizes the weight of the highest-weight edge of the cycle. [ 1 ]
A von Neumann architecture scheme. The von Neumann architecture—also known as the von Neumann model or Princeton architecture—is a computer architecture based on the First Draft of a Report on the EDVAC, [1] written by John von Neumann in 1945, describing designs discussed with John Mauchly and J. Presper Eckert at the University of Pennsylvania's Moore School of Electrical Engineering.