Machine Learning for Systems and Tiered AIOps
Resource Central is a general ML and prediction-serving system deployed in Azure Compute. It trains ML models offline and uses them to produce predictions online.
Security for All: Modeling Structural Inequities to Design More Secure Systems
Users often fall for phishing emails, reuse simple passwords, and fail to effectively utilize “provably” secure systems. These behaviors expose users to significant harm and frustrate industry practitioners and security researchers alike. As consequences of…
High performance container networking
Researchers and engineers from Microsoft Research and Microsoft Azure have contributed nine scientific papers to the technical program of the 16th Annual USENIX Symposium on Networked Systems Design and Implementation – NSDI ‘19 – to…
Microsoft Research @ NSDI ’19
Microsoft is excited to be a Silver sponsor of the 16th USENIX Symposium on Networked Systems Design and Implementation. NSDI ’19 focuses on the design principles, implementation, and practical evaluation of networked and distributed systems.
Broad-Based Side-Channel Defenses for Modern Processor Architectures
Private or confidential information is used in several applications, including not just cryptographic implementations but also machine-learning algorithms, databases, and parsers. However, even after using techniques like encryption, authentication, and isolation, it is difficult to…