How can we Teach Workload Modeling in CS Systems Classes?

Author:

Abad Cristina L.1

Affiliation:

1. Escuela Superior Politecnica del Litoral (ESPOL), Guayaquil, Ecuador

Abstract

In Computer Science curriculum guidelines, topics related to Performance Engineering have typically been listed as small, elective components, if at all. Even less has been said about how and when to teach workload modeling. In this paper, I discuss how Systems courses are a good place to include this topic, including suggestions on how to do so that are rooted in personal experience, existing literature and examples from course programs found online. The ideas presented in this paper were first presented as an invited talk at the TeaPACS 2024 workshop, and the paper was written post-workshop, so the feedback and discussions of the TeaPACS speakers and attendees have been incorporated into it.

Publisher

Association for Computing Machinery (ACM)

Reference17 articles.

1. An Analysis of Distributed Systems Syllabi With a Focus on Performance-Related Topics

2. R. Arpaci-Dusseau and A. Arpaci-Dusseau. Operating Systems: Three Easy Pieces. Arpaci-Dusseau Books, 1.10 edition, November 2023.

3. Benchmarking Key-Value Stores via Trace Replay

4. Performance Monitoring Guidelines

5. G. Casale. Performance evaluation teaching in the age of cloud computing. SIGMETRICS Performormance Evaluation Review, 51(2), oct 2023.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3