Collective Mind: bringing reproducible research to the masses

cTuning.org: systematizing tuning of computer systems using crowdsourcing and statistics

Panel at acm_sigplan_trust2014

Collective Mind: a collaborative curation tool for program optimization

Collective Mind infrastructure and repository to crowdsource auto-tuning (c-mind.org/repo)

Artifact Evaluation Experience CGO'15 / PPoPP'15

Milepost GCC: Machine Learning Enabled Self-tuning Compiler

CGO/PPoPP'17 Artifact Evaluation Discussion (enabling open and reproducible research)

Enabling open and reproducible computer systems research: the good, the bad and the ugly

Collective Knowledge: python and scikit-learn based open research SDK for collaborative data management and exchange

CK: from ad hoc computer engineering to collaborative and reproducible data science

Adapting to a Cambrian AI/SW/HW explosion with open co-design competitions and Collective Knowledge