1. 08 Mar, 2020 3 commits
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    • Nilanjan Daw's avatar
      Viterbi algorithm · 8b4f1d1a
      Nilanjan Daw authored
      The probability model generated so far is generative in nature, in the sense that it tries to model the true probability distribution of the incoming requests. After a large number of requests have been received we can expect to have a reasonable MLE model of the probability distribution. We will then use the viterbi algorithm to detect the most likely path to be taken by a request. This can be used to preallocate the resources in the functions chain span to reduce cascading cold starts.
      Path detection has been implemented.
      TODO: resource pre-allocation
      8b4f1d1a
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