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Development Technology

INFORMS 2021: Deep Reinforcement Training and Machine Learning Applications for Industry 4.0

Making the right decision now by considering all possible implications in the future is no easy task. Without an automated approach, this can be nearly impossible. Mathematical techniques can be compelling, but they are extremely difficult to implement when dealing with long-term decision-making and an environment rich with uncertainty. In this space, Deep Reinforcement Learning […]

Development Technology

Fine-grained Automated Failure Management on Extreme-Scale GPU Accelerated Systems by Balazs Gerofi

Failures in leadership-class accelerated HPC and AI systems have become increasingly common, and as these systems continue to scale, the frequency of failures is expected to rise. With hundreds of thousands of field-replaceable parts in such systems, automated failure management is essential. This talk introduces StabilityDB, a failure management automation framework that leverages real-time data […]

Development Technology

The Month of AI Day 2 | Object Detection to detect Human intrusion in tunnel | Sentiment Analysis

Hello AI enthusiasts, This time we are coming with “Month of AI” to reboot your RPA skills and boost your knowledge in Machine Learning & Artificial Intelligence. In this session we will see how to build one live Use-Case of “Object detection to detect human in train tunnel” and “Sentiment Analysis to predict airlines feedback” […]

Development Technology

Machine Learning as a Software Engineering Enterprise with Charles Isbell – #441

As we continue our NeurIPS 2020 series, we’re joined by friend-of-the-show Charles Isbell, Dean, John P. Imlay, Jr. Chair, and professor at the Georgia Tech College of Computing. This year Charles gave an Invited Talk at this year’s conference, You Can’t Escape Hyperparameters and Latent Variables: Machine Learning as a Software Engineering Enterprise. In our […]