Archived Projects - Hybrid Cloud

Topic	Illinois Faculty	IBM Technical Leads
Advancing Code Translation and Validation Through Neuro-Symbolic Approaches	Jabbarvand, Reyhaneh	Saurabh Sinha
Sound Code Creation Using Program Synthesis and Language Models	Adve, Vikram; Wang, Yuxiong;	David P. Grove
HDC: A Full-Stack Solution for the Hybrid Cloud Marrying Data and compute	Gupta, Indranil; Alagappan, Ramnatthan; Ganesan, Aishwarya; Xu, Tianyin; McHenry, Kenton; Marini, Luigi	Jha, Saurabh; Schwartz, Larisa; Narayanaswami, Chandra; Carlos Costa
Hybrid AI/ML-Optimization Approaches to Cloud Native Workflow Scheduling	Nagi, Rakesh	Chen Wang
Sustainable AI Hybrid Cloud Systems Powered by Renewable Energy and Smart Grid	Nahrstedt, Klara; Chen, Deming; Huang, Jian	Tamar Eilam; Eun Lee; Asser Tantawi; Alaa Youssef; Pradip Bose; Nandhini Chandramoorthy; Carlos Costa
Frameworks for Cloud-based Parallel Applications Supporting Runtime Adaptivity and Resource Elasticity	Kale, Laxmikant; Kindratenko, Vlad; Carlos Costa	Claudia Misale; Sara Kokkila-Schumacher; Pedro David Bello-Maldonado
SLO-oriented Energy Cost Optimization with Multi-tiered Machine Learning	Kalbarczyk, Zbigniew; Iyer, Ravishankar; Basar, Tamer	Chen Wang; Hubertus Franke; Saurabh Jha
High-performance and Energy-efficient Platform Support of Serverless Environments for general purpose and ML Applications	Torrellas, Josep; Xu, Tianyin	Hubertus Franke
ResiliANT AIOps: Foundation-model Driven Resilience for Cloud Computing	Iyer, Ravishankar K.	Chandra Narayanaswami
Codesigned Distributed Inference Architectures for Immersive Computing	Adve, Sarita; Godfrey, Brighten; Wang, Shenlong	Mudhakar Srivatsa; Pradip Bose
Felix: Gradient-Based Compiler Optimization of Tensor Programs	Misailovic, Sasa; Adve, Vikram;	Prasanth Chatarasi; Swagath Venkataramani; Vijayalaksmi Srinivasan
Holistic Networking, Storage and GPU Management and Acceleration Co-design for AI Training Supercomputers	Kim, Nam Sung; Huang, Jian; Mittal, Radhika;	Seetharami Seelam
A Safe and Expressive Infrastructure for OS Kernel Extensions	Xu, Tianyin	Hubertus Franke
Scalable Continuous Remote Attestation for Multi-Cloud	Wang, Gang; Levchenko, Kirill	Gheorghe Almasi; Hubertus Franke
Confidential Computing with Heterogenous Accelerators in Hybrid Clouds	Chen, Deming	Sandhya Koteshwara; Mengmei Ye; Hubertus Franke
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
Data Understanding Knowledge Discovery and Applications	Chengxiang Zhai, Kevin Chang, Jiawei Han	Larisa Shwartz
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
Power Delivery for Heterogeneously Integrated AI Systems	Pavan Hanumolu, Elyse Rosenbaum, Jose Schutt-Aine	Dale Becker, Arvind Kumar