Topic |
Illinois Faculty |
IBM Technical Leads |
Data Understanding Knowledge Discovery and Applications |
Chengxiang Zhai, Kevin Chang, Jiawei Han |
Anbang Xu, Yu Deng, Nicholas Fuller, Lucian Popa, Larisa Shwartz |
Modern AI Techniques Like RL for Automated System Optimization and Prediction |
Radhika Mittal, Brighten Godfrey |
Laura Schwartz, Srinivasan Parthasarathy, Anbang Xu |
Cross Layer AI-driven Resiliency and Security |
Gang Wang, Ravi Iyer, Zbigniew Kalbarczyk |
Fatih Bulut, Daby Sow, Larisa Schwartz, Christian Pinto, Abdulhamid Adebayo, Constantin Adam, Michele Gazzetti, Panagiotis Koutsovasilis, Srikumar Venugopal, Frank Bagehorn, Jesus Maria Rios Aliaga, Karthikeyan Shanmugan
|
Holistic Resource Management for Performance-based Service Level Objectives |
Ravi Iyer, Zbigniew Kalbarczyk, Tamer Basar |
Chen Wang, Hubertus Franke |
Service Level Objectives-aware Scheduling for Multi-Tenant Machine Learning including Workflows with Seamless Ineroperability Across Stacks |
Indy Gupta, Rakesh Nagi |
Chen Wang, Asser Tantawi, Diana Arroyo, Alaa Youssef |
Enabling Cloud-native HPC Applications and Support for AI Workflows |
Volodymyr Kindratenko, Wen-mei Hwu, Laxmikant Kale, Laura Herriott |
Carlos Costa, Claudia Misale, Lixiang Luo, Apoorve Mohan |
Scaling Data-intensive Discovery Workflows on the Hybrid Cloud |
Kenton McHenry |
Carlos Costa |
Renewable Energy-Aware AI Workloads and their Modeling, Optimization and Resource Management in Hybrid Clouds |
Klara Nahrstedt, Deming Chen |
Asser Tantawi, Tamar Eilam, Alaa Youssef, Bruno Michel, Nandhini Chandramoorthy |
Operating System Support for Container Security and Processor Design for Containers |
Josep Torrellas, Tianyin Xu |
Hubertus Franke |
Testing and Analysis of Custom Operators for Cloud Infrastructures |
Tianyin Xu |
Paolo Dettori, Mandaa Vaziri, Chen Wang |
A Secure, Smart and Open Hybrid Cloud System with a Software-Defined Infrastructure |
Jian Huang, Deming Chen, Volodymyr Kindratenko, Wen-mei Hwu |
Sameh Asaad, Mohit Kapur, Bharat Sukhwani, Christoph Hagleitner, Sandhya Koteshwara, Hubertus Franke |
Power-Aware Hardware and System Software Co-design, Integrated Control of Heterogeneous Computers in the Cloud |
Nam Sung Kim, Josep Torrellas |
Eun K Lee |
Accelerator for Irregular Computations |
Josep Torrellas |
Jose Moreira |
Power Delivery for Heterogeneously Integrated AI Systems |
Pavan Hanumolu, Elyse Rosenbaum, Jose Schutt-Aine |
Dale Becker, Arvind Kumar |
Robots on the (Mobile) Edge and in the Hybrid Cloud |
Nancy Amato, Katie Driggs-Campbell, Liangyan Gui, Julia Hockenmaier, Robin Kravets, Marco Morales, Lawrence Rauchwerger, Yuxiong Wang |
Dhiraj Joshi, Dinesh Verma, Jose Moreira, Nirmit Desai, Shiqiang Wang, Divyesh Jadav, Luis Bathen |