- eBook:Database Benchmarking and Stress Testing: An Evidence-Based Approach to Decisions on Architecture and Technology
- Author:Bert Scalzo
- Edition:1 edition
- Data:October 9, 2018
- Pages:260 pages
- Format:PDF, ePUB
Today’s database administrators face numerous questions such as:
- What if we consolidate databases using multitenant features?
- What if we virtualize database servers as Docker containers?
- What if we deploy the latest in NVMe flash disks to speed up IO access?
- Do features such as compression, partitioning, and in-memory OLTP earn back their price?
- What if we move our databases to the cloud?
Database Benchmarking and Stress Testing introduces you to database benchmarking using industry-standard test suites such as the TCP series of benchmarks, which are the same benchmarks that vendors rely upon. You’ll learn to run these industry-standard benchmarks and collect results to use in answering questions about the performance impact of architectural changes, technology changes, and even down to the brand of database software. You’ll learn to measure performance and predict the specific impact of changes to your environment. You’ll know the limitations of the benchmarks and the crucial difference between benchmarking and workload capture/reply.
This book teaches you how to create empirical evidence in support of business and technology decisions. It’s about not guessing when you should be measuring. Empirical testing is scientific testing that delivers measurable results. Begin with a hypothesis about the impact of a possible architecture or technology change. Then run the appropriate benchmarks to gather data and predict whether the change you’re exploring will be beneficial, and by what order of magnitude. Stop guessing. Start measuring. Let Database Benchmarking and Stress Testing show the way.
What You'll Learn
- Understand the industry-standard database benchmarks, and when each is best used
- Prepare for a database benchmarking effort so reliable results can be achieved
- Perform database benchmarking for consolidation, virtualization, and cloud projects
- Recognize and avoid common mistakes in benchmarking database performance
- Measure and interpret results in a rational, concise manner for reliable comparisons
- Choose and provide advice on benchmarking tools based on their pros and cons
Database administrators and professionals responsible for advising on architectural decisions such as whether to use cloud-based services, whether to consolidate and containerize, and who must make recommendations on storage or any other technology that impacts database performance
Chapter 2: Industry Standard Benchmarks
Chapter 3: Benchmarking Tools
Chapter 4: Benchmarking Preparation
Chapter 5: Benchmarking Mistakes
Chapter 6: Benchmarking Hardware Options
Chapter 7: Benchmarking Software Options
Chapter 8: Benchmarking for Consolidation
Chapter 9: Benchmarking for Virtualization
Chapter 10: Benchmarking for Public Cloud
Chapter 11: Workload Capture and Replay
Chapter 12: Database Stress Testing