I am a postdoctoral researcher at the UC Berkeley Graduate School of Education. I work with the NSF National Institute of Student-AI Teaming and the Center for Integrated Research in Computing and Learning Sciences (CIRCLS).
Previously, I was a Ph.D. student in the department of computer science at UC Berkeley, where I worked with Scott Shenker. My dissertation work focused on how datacenter infrastructure can assist operators in automatically configuring large-scale distributed applications deployed in a datacenter environment. These configuration tasks include improving end-to-end performance, improving resource efficiency, and guaranteeing that web applications comply with privacy policies.
Engaging Youth in Envisioning Artificial Intelligence in Classrooms: Lessons Learned
Michael Alan Chang, Thomas M. Philip, Arturo Cortez, Ashieda McKoy, Tamara Sumner, William Penuel
Rapid Community Report Series
Expansive Participatory AI: Supporting Dreaming within Inequitable Institutions
Michael Alan Chang, Shiran Dudy
Human-Centered AI Workshop at NEURIPS, 2022
A Case Study with the PECAS Mediator
Michael Alan Chang, Alejandra Magana, Bedrich Benes, Dominic Kao, Judith Fusco
Digital Promise Dspace
Driving Deep Collaboration in Large, Multi-disciplinary Research Institutes with Conjecture Maps
Michael Alan Chang, Rachel Lieber, Rachel Dickler
AIEd Interdisciplinary Approaches to Getting AI Experts and Education Stakeholders Talking Workshop, 2022
Envisioning a Community Builder Metaphor for a Classroom AI Partner
Jeffrey B. Bush, Indrani Dey, Michael Alan Chang, and Margaret Perkoff
AIEd Interdisciplinary Approaches to Getting AI Experts and Education Stakeholders Talking Workshop, 2022
Blockaid: Data Access Policy Enforcement for Web Applications
Wen Zhang, Eric Sheng, Michael Alan Chang, Aurojit Panda, Mooly Sagiv, Scott Shenker
OSDI 2022
Network Evolution for DNNs
Michael Alan Chang, Aurojit Panda, Domenic Bottini, Lisa Jian, Pranay Kumar, Scott Shenker
SysML 2018
Throttlebot: Performance without Insight
Michael Alan Chang, Aurojit Panda, Yuan-Cheng Tsai, Hantao Wang, Scott Shenker
Arxiv Pre-print
Supercharge me: Boost Router Convergence with SDN
[Sigcomm Abstract],
[Arxiv Full-length]
Michael Alan Chang, Thomas Holterbach, Markus Happe, Laurent Vanbever
Chaos Monkey: Increasing SDN Reliability through Systematic Network Destruction
Michael Alan Chang, Brendan Tschaen, Theo Benson, Laurent Vanbever
Sigcomm 2015 (Demo)
Destroying Networks for fun (and profit)
Nick Shelly, Brendan Tschaen, Klaus-Tycho Forster, Michael Chang, Theo Benson, Laurent Vanbever
HotNets 2015
Equivalence Class Snapshots in the Data Plane:
A Measurement Framework for Network Analysis and
Performance Error Diagnosis
Advised by Jennifer Rexford and Srinivas Narayana
Spring 2016
Computation and Design of Locally connected Internet Exhange Points
Advised by Sanjeev Arora and Nick Feamster
Fall 2016
Website Traffic Analysis: Bursting into Burst level countermeasures
Advised by Prateek Mittal
Spring 2014
Peer-to-peer Home Automation Management
Michael Alan Chang
US 8190275, Filed June 22, 2009
Intelligent Gateway for Heterogeneous Peer-to-peer home automation networks
Michael Alan Chang
US 8086757, Filed March 23, 2010
Hantao Wang
Class of 2020
Projects: Throttlebot, Verified Triggers
Research Tenure: May 2017 - present
Yuan Cheng (Anson) Tsai
Class of 2020
Projects: Throttlebot, Verified Triggers
Research Tenure: May 2017 - present
Junkeun Yi
Class of 2021
Projects: Verified Triggers
Research Tenure: May 2018 - present
Gavin Kliger
Class of 2021
Projects: Verified Triggers
Research Tenure: May 2018 - present
Emerson Hsieh
Class of 2021
Projects: Verified Triggers
Research Tenure: May 2018 - present
Michelle Hwang
Class of 2020
Projects: Verified Triggers
Research Tenure: December 2017 - June 2018
Amit Talreja
Class of 2020
Projects: Throttlebot
Research Tenure: May 2017 - October 2017
Alex Fang
Class of 2019
Projects: Throttlebot
Research Tenure: October 2017 - present
Domenic Bottini
Class of 2018
Projects: Network Evolution for DNN Training
Research Tenure: November 2017 - present
Lisa Jian
Class of 2018
Projects: Network Evolution for DNN Training
Research Tenure: October 2017 - present
Pranay Kumar
Class of 2018
Projects: Network Evolution for DNN Training
Research Tenure: October 2017 - present