Publicly Available Case Studies
Large-Scale Cloud Workloads Using GPU Resources
Resources in Focus:
- Time
- Energy
- Reliability
- Security
Aim:
This case investigates reliability-aware resource scheduling techniques in cloud environments, focusing on GPU resource optimization for improved system reliability and security.
Data Status:
No preliminary data available.
Next Steps:
Develop methodologies for resource scheduling tailored to GPU workloads, potentially integrating predictive optimization models.
Contributor:
Işıl Öz, Izmir Institute of Technology (Academia)
Email:
isiloz@iyte.edu.tr
Comparison of Traditional and Tierless IoT Programming
Resources in Focus:
Aim:
This case explores the reliability and maintainability of traditional versus tierless IoT programming paradigms, aiming to identify the most effective approach for resource-constrained IoT systems.
Data Status:
Mature data available, showing significant progress.
Next Steps:
Expand the study with real-world IoT deployment scenarios, focusing on long-term maintainability and energy consumption.
Contributor:
Pieter Koopman, Radboud University (Academia)
Email:
pieter@cs.ru.nl
Investigating Mental Stigma Through Public Surveys
Resources in Focus:
- Space
- Data
- FAIR principles (Findable, Accessible, Interoperable, Reusable)
Aim:
This case examines public perceptions of mental stigma using ethically approved surveys, ensuring data alignment with FAIR principles for reusability and accessibility.
Data Status:
Preliminary data available in CSV format from public surveys.
Next Steps:
Perform statistical analyses focusing on functional and non-functional requirements for mental health interventions, with potential applications in digital mental health tools.
Contributor:
Dr. Horacio Gonzalez-Velez, National College of Ireland (Academia)
Email:
horacio@ncirl.ie
Performance-Energy Trade-Off Exploration for Parallel Applications
Resources in Focus:
Aim:
This case examines configurations for parallel applications that achieve optimal performance-energy trade-offs, with a particular focus on hybrid computing environments.
Data Status:
Mature data available, reflecting extensive experimental results.
Next Steps:
Explore additional hardware configurations, refine energy prediction models, and contribute findings to open-source energy analysis tools.
Contributor:
Pawel Czarnul, Gdańsk University of Technology (Academia)
Email:
pczarnul@eti.pg.edu.pl
Testing Techniques for Simulink Models
Resources in Focus:
- Modeling and Testing Methodologies
Aim:
This case explores and compares testing techniques for Simulink models, emphasizing reliability and integration into broader system testing frameworks.
Data Status:
No preliminary data available.
Next Steps:
Address gaps in Simulink testing practices and develop a standardized testing framework for broader adoption in academia and industry.
Contributor:
Aitor Arrieta, Mondragon University (Academia)
Email:
aarrieta@mondragon.edu
Energy Consumption of Websites
Resources in Focus:
Aim:
This case explores the energy consumption of WordPress plugins and aims to identify optimization opportunities for website frameworks.
Data Status:
Preliminary study data is publicly available at GitHub Repository.
Next Steps:
Develop a standardized testing framework to enable energy labeling and reporting of website energy consumption.
Contributors:
Maja H. Kirkeby, Roskilde University (Academia), Kerstin I. Eder, University of Bristol (Academia)
Email:
majaht@ruc.dk
