Research Skills
Generally Speaking
How to Have a Bad Career in Research/Academia, by David A. Patterson
You and Your Research, by Richard Hamming
Principles of Effective Research, by Michael A. Nielsen
Research as a Stochastic Decision Process, by Jacob Steinhardt
Before you start your Ph.D.
Ph.D. Advice: Useful Thoughts about Research, by H.T. Kung
The Ph.D. Grind, by Philip J. Guo
A Survival Guide to a PhD, by Andrej Karpathy
A PhD Is Not Enough!: A Guide to Survival in Science, by Peter J. Feibelman
Paper Reading
How to Read a Paper, by Srinivasan Keshav [Personal Note]
Efficient Reading of Papers in Science and Technology, by Michael J. Hanson and Dylan J. McNamee
Performance Evaluation
Always Measure One Level Deeper, by John Ousterhout
Performance Hints, by Jeff Dean and Sanjay Ghemawat
Writing a Paper
How (and How Not) to Write a Good Systems Paper, by Roy Levin and David D. Redell (9th SOSP Program Committee Co-chairmen)
The Science of Scientific Writing, by George D. Gopen and Judith A. Swan
How to write a technical paper or a research paper, by Michael Ernst
Writing Perfect Papers, by Baochun Li
10 tips on how we write papers, by Edward H. Sargent
Presentation
The Art of Presentation, by Baochun Li
Faculty Job Search
Philip’s notes on the tenure-track assistant professor job search, by Philip J. Guo
Student Mentorship
Your students are your legacy, by David A. Patterson [中文译本]
Distributed Systems
AI Research
The Bitter Lesson, by Richard S. Sutton
An Opinionated Guide to ML Research, by John Schulman
Practicing AI research, by Jason Wei
读博心路历程
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