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Large, high performance object or key/value store for HTTP serving on Linux

I have a service that serves images to end users at a very high rate using plain HTTP. The images vary between 4 and 64kbytes, and there are 1.300.000.000 of them in total. The dataset is about 30TiB ...
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Apache - Very high load/bandwidth and unusual pattern of requests

I am a web developer and have this server that's being used as a development machine of sorts. So, my experience with Apache is that I can fiddle around and get basic stuff done / google stuff to get ...