Computer performance and Benchmarking

In this project we want to perform an extensive computer performance analysis and set up benchmarking throughout our systems. A background in computer science is desirable for this project.

Computer performance analysis is the study of work flowing through computers with the general goals of improving throughput, controlling response time, using resources efficiently, eliminating bottlenecks, and predicting performance under anticipated peak loads. Benchmarks are used to compare the performance of systems carrying different chips and/or system architectures.

In computing, computer performance is the amount of useful work accomplished by a computer system. Outside of specific contexts, computer performance is estimated in terms of accuracy, efficiency and speed of executing computer program instructions. When it comes to high computer performance, one or more of the following factors might be involved:

  • Short response time for a given piece of work.
  • High throughput (rate of processing work).
  • Low utilization of computing resource(s).
  • High availability of the computing system or application.
  • Fast (or highly compact) data compression and decompression.
  • High bandwidth.
  • Short data transmission time.

In computing, a benchmark is the act of running a computer program, a set of programs, or other operations, in order to assess the relative performance of an object, normally by running a number of standard tests and trials against it. The term benchmark is also commonly utilized for the purposes of elaborately designed benchmarking programs themselves. Benchmarking is usually associated with assessing performance characteristics of computer hardware, for example, the floating point operation performance of a CPU, but there are circumstances when the technique is also applicable to software. Software benchmarks are, for example, run against compilers or database management systems (DBMS). Benchmarks provide a method of comparing the performance of various subsystems across different chip/system architectures. Test suites are a type of system intended to assess the correctness of software.

Source: https://en.wikipedia.org/wiki/Computer_sciencehttps://en.wikipedia.org/wiki/Benchmark_(computing), https://en.wikipedia.org/wiki/Computer_performance

Keywords

analysis, benchmark, benchmarking, computer science, performance, performance analytics