Accelerating open science and AI with automated, portable, customizable and reusable research components and workflows Adapting to a Cambrian AI/SW/HW explosion with open co-design competitions and Collective Knowledge Enabling open and reproducible computer systems research: the good, the bad and the ugly CGO/PPoPP'17 Artifact Evaluation Discussion (enabling open and reproducible research) CK: from ad hoc computer engineering to collaborative and reproducible data science Collective Knowledge: python and scikit-learn based open research SDK for collaborative data management and exchange Artifact Evaluation Experience CGO'15 / PPoPP'15 Collective Mind: bringing reproducible research to the masses 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) 
