Three algorithms to live by: LSTM, FedAverage, C-W

Citation We come across many algorithms in our education and work. Here I look at three relatively recent ones from the area of Machine Learning (ML), and more specifically from my vantage point of reliability and security of ML. There have been reams written on each, at various levels of technical depth. So obviously I […]

Internet at 50 Years: Hills to Climb

Citation In this second of my two part reflection on the internet at its 50th birthday, I turn my eyes toward three challenges the medium has to solve. I then list from a bird’s eye view some of the most important solutions being investigated in academia to fix these. In customary braggadocio, I include some […]

Predictive AI for Reliability and Security

Citation In the computer systems field, we use AI, or its more trendy cousin, Machine Learning for predictive reliability and security all the time. This means we take action in anticipation of failure of a computer system to make sure it continues to function reliably and securely. The question is does this translate beyond the […]