News archive:
  •  2019.November: I am honored to be a reproducibility vice-chair for Supercomputing'19
  •  2018.November: Slides from the RESCUE-HPC'18 workshop at Supercomputing'18 are now available online
  •  2018.October: I made a presentation together with Amazon colleagues at O'Reilly AI conference about about how our Collective Knowledge technology helps users to optimize performance, accuracy and speed of AI applications in the AWS cloud
  •  2018.October: I had a very productive visit to LLNL presenting our Collective Knowledge Technology and discussing possible collaboration
  •  2018.October: Our Collective Knowledge platform successfully helped to automate, reproduce and share experiments at the 2nd Quantum Hackathon in London. See results from different users in the public CK repository
  •  2018.October: We released new CK V1.9.6
  •  2018.July: Honored to lead reproducibility efforts and artifact evaluation at the upcoming SysML'19 conference
  •  2018.July: We released new CK with 500+ reusable, portable and customizable AI/ML components (frameworks, libraries, models, data sets): blog
  •  2018.June: We finalized the 1st ACM ReQuEST-ASPLOS'18 proceedings and results report: see ACM DL and online report
  •  2018.May: Please consider submitting your position papers to the ResCuE-HPC'18 workshop at SuperComputing'18
  •  2018.March: I presented our open AI/SW/HW co-design platform at EMC2 and ReQuEST workshops at ASPLOS'18 in Williamsburg, VA, USA.
  •  2018.March: Reproducible results from the 1st open ReQuEST tournament on SW/HW co-design of efficient inference (speed,accuracy,costs) are now available online: (live scoreboard, CK workflows, workshop program)
  •  2018.February: Summary of our reproducibility activities in 2017 is now available online!
  •  2017.November: Our 1st open tournament on reproducible AI/SW/HW co-design (speed, accuracy, costs) was accepted for ASPLOS'18!
  •  2017.November: We have won an Innovate UK grant to extend Collective Knowledge in 2018 - more details to follow!
  •  2017.November: We opened a beta repository to help you find reusable and customizable AI artifacts
  •  2017.September: I presented CK-powered Optimisation of AI Applications Across the Whole SW/HW Stack at the ARM Research Summit'17
  •  2017.September: Microsoft sponsors my non-profit cTuning foundation
  •  2017.August: ARM presented our technology at the Embedded Vision Summit
  •  2017.June: ACM evaluates our CK technology to share experimental workflows in Digital Libraries
  •  2017.March: Our CNRS webcast on "Enabling open and reproducible research at computer systems conferences: good, bad and ugly"
  •  2017.March: Together with General Motors we released a new version of our open research AI SDK to collaboratively optimize and co-design SW/HW/model stack of deep learning and AI across diverse devices from IoT to HPC!
  •  2017.February: Our CGO'07 research paper received "test of time" award!
  •  2017.February: We discussed how to improve future Artifact Evaluation at joint CGO-PPoPP'17 AE panel (Monday, 17:15-17:45, Austin, TX, USA)
  •  2017.February: The distinguished artifact at the CGO'17 was implemented using our CK framework - see it at GitHub!
  •  2017.February: Last year we co-authored ACM's policy on Result and Artifact Review and Badging and prepared Artifact Appendices now used at SuperComputing'17!
  •  2017.February: We started preparing AI for collaborative optimization powered by CK: cKnowledge.org/ai
  •  2017.February: Michel Steuwer (University of Edinburgh) blogged about CK concepts
  •  2017.January: dividiti and GM shared CK-powered customizable and reusable workflow for Caffe (popular DNN framework) running on Linux, Windows and Android!
  •  2017.January: We wish you a very happy and successful New Year, and start it with several exciting internships available at dividiti (Cambridge, UK)
  •  2016.December: We released new version of our open-source Android application to crowdsource benchmarking and optimization of various DNN libraries and models (Dec.27) [ grab it at Google Play; get sources from GitHub; see crowd-results (scenario "crowd-benchmark DNN libraries") ]
  •  2016.October: We presented our collaborative approach to workloads benchmarking at ARM TechCon'16 (Oct.27, Santa Clara, USA)
  •  2016.October: We presented Collective Knowledge approach for unified artifact sharing MozFest'16 Open Science Session (Oct.27, London, UK)
  •  2016.September: We released CK V1.8.2 with continuous integration, support for farms of machines, new CK documentation, and new Open Science resources at GitHub!
  •  2016.August: We helped organize Artifact Evaluation for PACT'16!
  •  2016.June: Congratulations to Abdul Memon (my last PhD student) for successfully defending his thesis "Crowdtuning: Towards Practical and Reproducible Auto-tuning via Crowdsourcing and Predictive Analytics" in the University of Paris-Saclay. Most of the software, data sets and experiments are not only reproducible but also shared as reusable and extensible components via Collective Mind and CK!
  •  2016.June: Dagstuhl workshop on Engineering Academic Software!
  •  2016.June: Our Collective Knowledge approach for collaborative and reproducible experimentation was presented at the Smart Anything Everywhere Workshop: Enhancing digital transformation in European SMEs!
  •  2016.May: Thanks to a one-year grant from Microsoft, we have moved Collective Knowledge Repository to Azure cloud!
  •  2016.May: I presented Collective Knowledge technology and Artifact Evaluation at the ACM, IBM and MIT!
  •  2016.April: We started new CK-based research project with Imperial College London funded by TETRACOM - more info to come soon!
  •  2016.March.14: Thank you for a very positive feedback about new Artifact Evaluation procedures and Collective Knowledge concept at the CGO/PPoPP'16!
  •  2016.March: We presented our paper "Collective Knowledge: towards R&D sustainability" and demonstrated CK-based crowdtuning results at DATE'16.
  •  2016.March.1: We released updated CK with Android app to crowdsource GCC/LLVM tuning!
  •  2016.January: ADAPT'16 program with keynote by Ed Plowman (ARM) is now available online - check out Reddit discussions!
  •  2015.November: I gave a guest lecture about Collective Knowledge at the University of Manchester [slides]!
  •  2015.November: We co-organized exciting Dagstuhl perspective workshop on artifact evaluation - the report will follow soon!
  •  2015.September: We released our Collective Knowledge Framework for collaborative and reproducible R&D [GitHub, live demo]!
  •  2015.March: I gave a guest lecture at the University of Copenhagen [slides]!
  •  2015.February: I received HiPEAC technology transfer award for validating my new Collective Knowledge Framework and Repository at ARM;
  •  Recent publications with my long-term vision: [DATE'16 (with artifacts), CPC'15 (with artifacts), Scientific Programming'14 (with artifacts), TRUST@PLDI'14].