Dissertation
HOWTOGENERATEACTIONABLE ADVICEABOUTPERFORMANCE PROBLEMS Vincent St-Amour Submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy College of Computer and Information Science Northeastern University Boston, Massachusetts April 2015 Vincent St-Amour: How to Generate Actionable Advice about Performance Problems, Doctor of Philosophy, Northeastern University, Boston, Massachusetts © April 2015 ABSTRACT Performance engineering is an important activity regardless of ap- plication domain, as critical for server software as for mobile appli- cations. This activity, however, demands advanced, specialized skills that require a significant time investment to acquire, and are therefore absent from most programmers’ toolboxes. My thesis is that tool support can make performance engineering both accessible and time-efficient for non-expert programmers. To support this claim, this dissertation introduces two novel families of performance tools that are designed specifically to provide actionable information to programmers: optimization coaches and feature-specific profilers. This dissertation presents blueprints for building tools in these families, and provides examples from tools that I have built. v ACKNOWLEDGMENTS I would like to thank first and foremost my advisor Matthias Felleisen, who has taught me most of what I know today about the craft of research, writing, and design. He is the best advisor and ally I could have wished for, and I am incredibly grateful for of all the help and guidance he has provided me over the years. This work would not have been possible without the help of my collaborators, with whom I have worked on the projects described in these pages and others along the way: Leif Andersen, Eric Dob- son, Matthias Felleisen, Robby Findler, Matthew Flatt, Shu-yu Guo, Asumu Takikawa, Sam Tobin-Hochstadt, and Neil Toronto.
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