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Types of Workloads - Washington University in St Louis - Computer

Types of Workloads - Washington University in St Louis - Computer 2026

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The document provides an overview of workload selection in computer systems performance analysis, detailing various types of workloads such as real, synthetic, and instruction workloads. It discusses the advantages and disadvantages of each type, the importance of standard benchmarks, and considerations for selecting appropriate workloads based on system services, metrics, and completeness. The document also includes examples related to web servers, network analysis, file systems, and disk drives to illustrate how to analyze performance effectively.

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Begin with the 'Overview' section. Familiarize yourself with the definitions of different workload types, such as Instruction Workloads and Synthetic Workloads. This foundational knowledge will guide your selections.
Proceed to fill out the 'Workload Selection' section. Here, identify the specific workloads relevant to your analysis by considering factors like services used and metrics that measure performance.
In the 'Considerations' subsection, detail any unique aspects of your workload selection process. This may include identifying service demands and performance metrics that are critical for your evaluation.
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What are the different types of workloads in cloud computing?

Cloud workloads can be divided into static workloads and dynamic workloads. Static workloads are always on, while dynamic workloads activate when needed, such as for automated internal applications or the spinning up of virtual server instances.

What is a workload?

A workload refers to type and amount of processing that compute resources perform to complete tasks or generate outcomes.

What are interactive workloads?

An interactive workload in grid computing refers to a task that involves communication and interaction within a local cluster, where the output of one cluster can become the input for another cluster. AI generated definition based on: Parallel Computing, 2013.

What is synthetic workload?

❑ Synthetic workload: ➢ Similar to real workload ➢ Can be applied repeatedly in a controlled manner ➢ No large real-world data files ➢ No sensitive data ➢ Easily modified without affecting operation ➢ Easily ported to different systems due to its small size ➢ May have built-in measurement capabilities.

What is Washington University in St. Louis famous for?

Washington University in St. Louis, often referred to as WashU, offers a Master of Science (MS) in Computer Science through its School of Engineering Applied Science. This program lasts for 18 months, providing an in-depth education in the field of computer science. The tuition fee for this course is USD 61,750.