It is my great pleasure to be at MLSYS'22 next week, delivering a keynote at cross FL-MLSYS on "three daunting challenges of federated learning: privacy leakage, label deficiency, and resource constraints", being a panelist on "The Future of MLSys: Industry and Academia" , and presenting LightSecAgg paper.