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    1. COI have awarded you the bounty. Your answer, while the only one submitted, is rather complete, and for that I thank you. I did have one part of my question that I may not have asked well. Is my intuition correct that multiple subdomains on a shared plan will not increase speed appreciably, as they are all querying the same server/processor, and image serving times by the server outweigh typical latency times for a request? That said, I think that your CDN comment is the answer I was looking for.
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    2. COIt depends on the hardware and software, but modern servers are capable of handling multiple requests in parallel. So it isn't necessarily true that you would have a one-request-at-a-time bottleneck. A common configuration, for example, is Apache HTTPD running in prefork mode, which allocates a different process for each request. Each process can run in parallel if there are multiple cores. But of course there may be bottlenecks like disk I/O. Really, every scenario is different, but it's actually possible to get remarkable throughput from a single server. Regardless, a CDN is a good idea.
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    3. CORegarding your question about serving multiple images from a single page. A critical bottleneck is probably the connections-per-host limit of the browser. So you actually might see a significant improvement by using multiple subdomains, even if the subdomains are served from the same server. This is easier to visualize by looking at resource loading waterfall diagrams like those generated by the tools I linked to.
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