Systems & networking
Researching next-generation systems and networks that power reliable, scalable, and efficient computing.
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Large Scale Intelligent Microservices – IEEE Big Data 2020 Paper Presentation
Deploying Machine Learning (ML) algorithms within databases is a challenge due to the varied computational footprints of modern ML algorithms and the myriad of database technologies each with their own restrictive syntax. We introduce an…
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Netherite Execution Engine for Durable Functions
Netherite is a storage execution engine for the Durable Task and Durable Functions frameworks. It is designed to achieve higher throughput and lower latency than previous implementations. It contains several architectural innovations and optimizations that…
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Foundations of causal inference and its impacts on machine learning webinar
In this webinar, join Microsoft researchers Amit Sharma and Emre Kıcıman to learn about the fundamentals of causal inference. You will learn how a target question of cause and effect can be captured in a…
