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Editorial Team
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Editorial Team
Asked: June 17, 20262026-06-17T08:20:37+00:00 2026-06-17T08:20:37+00:00

I am studying distributed computing these days, and was curious to see how Memcached

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I am studying distributed computing these days, and was curious to see how Memcached works. The Wiki says :

memcached is a general-purpose distributed memory caching system

A look at the architecture explains memory caching, but I fail to understand the way "distributed computing" works here. The servers are not even aware of each other – what about fault tolerance !

Can someone please help me get a "flow" of how data flows in such system ? And how does the client understand which server holds the required data (in case of a cache miss)

Thanks !

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  1. Editorial Team
    Editorial Team
    2026-06-17T08:20:38+00:00Added an answer on June 17, 2026 at 8:20 am

    I have been trying to figure out the very same thing. As best as I can figure, distributed in this sense does not imply replication as one would expect with modern, distributed, cloud-like applications. In the sense that memcached is distributed, it seems to simply mean it is not necessarily local.

    A similar question was asked, specifically detailing a use case with PHP, with an answer that addresses the memcached claim of being distributed.

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