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The access log analysis is good, but it really needs to be interpolated into your system resource monitors. What you want to find out is, for example, whether a spike in response time correlates with a spike in CPU utilization, disk I/O latency, incoming connections, or raw workload. This will enable you to determine where the root cause really is, which is pretty much a prerequisite for arriving at a deliberate solution.