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If the history of computing sounds like a magic trick—squeezing more and more power into less and less space—it is! What made it possible was the invention of the integrated circuit (IC) in 1958. It's a neat way of cramming hundreds, thousands, millions, or even billions of electronic...
This is a common optimization when the size of the result is large. The results are streaming back to the client to improve the service responsiveness. Asynchronous Logging Synchronous logging deals with the disk for every call and can slow down the system. Asynchronous logging sends logs to a ...
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Services: There are multiple layers of cache in a service. If the data is not cached in the CPU cache, the service will try to retrieve the data from memory. Sometimes the service has a second-level cache to store data on disk. Distributed Cache: Distributed cache like Redis holds key-...
the feature importance calculation embedded in Random Forest (RF) training is compared with the results of the Eli-5 tool applied to the Neural Network (NN) model. Both the predictors are trained on the same dataset, which is extracted from Protein Data Bank (PDB), considering 446 myoglobins...
As far as we know, we are the first to introduce the Shapley value into crowd prediction; (2) In order to understand the pattern of trajectories from randomly distributed trajectories, we use submodules to discover key sub-trajectories that are representative of a certain distribution; (3) We...