| Topic |
Illinois Faculty |
IBM Technical Leads |
| Data Understanding Knowledge Discovery and Applications |
Chengxiang Zhai*, Kevin Chang*, Jiawei Han* |
Anbang Xu, Yu Deng, Nicholas Fuller, Yunyao Li, Lucian Popa, Larisa Shwartz |
| Modern AI Techniques Like RL for Automated System Optimization and Prediction |
Radhika Mittal*, Brighton 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Knowledge Engine for Catalysts for Carbon Dioxide Conversion and Utilization |
Jiawei Han*, Chengxiang Zhai*, Jaemin Kim, Chinmoy Baroi |
Stacey Gifford, Bruce Elmegreem, Geeth de Mel |
| Automation and AI for Organic and Polymeric Materials Discovery |
Huimin Zhao, Ying Diao, Charles Schroeder, Nick Jackson, Martin Burke, Jian Peng* |
Zhao |
|
