vivekaxl / Bellwether-Config

BEETLE: Finding New Configurations by Borrowing from Old Ones

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Open rahlk opened 6 years ago

rahlk commented 6 years ago

1. Introduction

1.1 Contributions
1.2 Research Questions
2. Problem Formalization

3. Transfer Learning in Configuration Optimization
- 3.1 Pooyan
- 3.2 Waterloo
  4. Bellwethers: A simpler Approach
  
  5. Experimental Setup
- 5.1 Subject Systems
- 5.2 Experimental Rig
  6. Results
6.1 RQ1,2,3,4
7. Discussion
- 7.1 Does dataset matter?
- 7.2 Does sample size of the bellwether matter?
- 7.3 Tradeoff between sample size (of bellwether) vs. ME
- 7.4 Tradeoff between hyperparameters of RQ3 and ME
- 7.5 Bellwether for latency does not work on threshold
  8 Threats to Validity
  
  9 Conclusion

rahlk commented 6 years ago

@vivekaxl 7.2