Microsoft Research Lab – India
プロジェクト
既成:
Instalytics (Intelligent Store-powered Analytics) is a vertically integrated infrastructure stack that enables efficient big data analytics in large-scale data centers, by careful co-design of the storage layer (cluster file system) with the compute layer (query engine and job scheduler).
The emergence of IoT and Machine Learning (ML) has seen an increase in systems that deploy sensors to collect data and analyze the data using ML algorithms in the cloud. However, running the ML classifiers directly on the IoT device has…
Consider the following scenario: Two hospitals, each having sensitive patient data, must compute statistical information about their joint data. Or, one of the hospitals has a pre-trained ML model based on sensitive patient data and another hospital either wants to…
既成:
Project Sankie infuses data-driven techniques into engineering processes, development environments, and software lifecycles of large services.
既成:
We are re-thinking how systems can be designed to empower Artificial Intelligence (AI)/deep learning researchers, developers and users. Deep Learning Model Training One example is the Gandiva cluster scheduler project. Deep learning training jobs are compute-hungry. Thus, they are typically…
既成:
We are re-thinking how systems can be designed to empower Artificial Intelligence (AI)/Deep learning researchers, developers and users. Deep Learning Model Training One example is the Gandiva cluster scheduler project. Deep learning training jobs are compute-hungry. Thus, they are typically…
既成:
This project is at the intersection of programming languages and database systems. The goal of the project is to use programming languages techniques to analyze and optimize big-data queries. We show how program synthesis can be used to discover optimizations that…
CodeTalk is a VisualStudio plugin that systematically addresses barriers in discoverability, navigability, alertability and glanceability.
Always Encrypted is a feature designed to protect sensitive data, such as credit card numbers or national identification numbers (e.g. U.S. social security numbers), stored in Azure SQL Database or SQL Server databases. Always Encrypted allows clients to encrypt sensitive…