Sun Microsystems 820434310 manual User Expectations, To Determine Capacity

General Tuning Concepts

▼To Determine Capacity

1Determine performance on a single CPU.

First determine the largest load that a single processor can sustain. You can obtain this figure by measuring the performance of the application on a single-processor machine. Either leverage the performance numbers of an existing application with similar processing characteristics or, ideally, use the actual application and workload in a testing environment. Make sure that the application and data resources are tiered exactly as they would be in the final deployment.

2Determine vertical scalability.

Determine how much additional performance you gain when you add processors. That is, you are indirectly measuring the amount of shared resource contention that occurs on the server for a specific workload. Either obtain this information based on additional load testing of the application on a multiprocessor system, or leverage existing information from a similar application that has already been load tested.

Running a series of performance tests on one to eight CPUs, in incremental steps, generally provides a sense of the vertical scalability characteristics of the system. Be sure to properly tune the application, Application Server, backend database resources, and operating system so that they do not skew the results.

3Determine horizontal scalability.

If sufficiently powerful hardware resources are available, a single hardware node may meet the performance requirements. However for better availability, you can cluster two or more systems. Employing external load balancers and workload simulation, determine the performance benefits of replicating one well-tuned application server node, as determined in step (2).

User Expectations

Application end-users generally have some performance expectations. Often you can numerically quantify them. To ensure that customer needs are met, you must understand these expectations clearly, and use them in capacity planning.

Consider the following questions regarding performance expectations:

■What do users expect the average response times to be for various interactions with the application? What are the most frequent interactions? Are there any extremely time-critical interactions? What is the length of each transaction, including think time? In many cases, you may need to perform empirical user studies to get good estimates.

■What are the anticipated steady-state and peak user loads? Are there are any particular times of the day, week, or year when you observe or expect to observe load peaks? While there may be several million registered customers for an online business, at any one time only a

Chapter 1 • Overview of Enterprise Server Performance Tuning 25