Online convex optimization for caching networks

  • Dynamic online convex optimization with long-term constraints via

    How does Caching work? The data in a cache is generally stored in fast access hardware such as RAM (Random-access memory) and may also be used in correlation with a software component.
    A cache's primary purpose is to increase data retrieval performance by reducing the need to access the underlying slower storage layer..

We study the problem of wireless edge caching when file popularity is unknown and possibly non-stationary. A bank of J caches receives file requests and a utility is accrued for each request depending on the serving cache.

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