| Apurv Deepak Kulkarni,
Siavash Ghiasvand,
2025
SProBench: Stream Processing Benchmark for High Performance Computing Infrastructure 31st International European Conference on Parallel and Distributed Computing (EURO-PAR), Dresden, Germany | |
| Norman Koch,
Siavash Ghiasvand,
2025
asanAI: In-Browser, No-Code, Offline-First Machine Learning Toolkit Pre-print, arXiv | |
| Samira Abani,
Merlin Laue,
Peter J. Dickinson,
Steven De Decker,
Rodrigo Gutierrez-Quintana,
Siavash Ghiasvand,
Sahar Tahmasebi,
Franziska Spohn,
Alexander Sabbotin,
Alexej Hänsch,
Jörg Janisch,
Reiner Ulrich,
Ehren McLarty,
Jasmin Nessler,
Holger Volk,
2025
CNN model-based image classification for canine brain MRI abnormalities , | |
| Tom Richard Vargis,
Siavash Ghiasvand,
2024
Content-Aware Depth-Adaptive Image Restoration 29th International Conference on Automation and Computing (ICAC), Sunderland, UK | |
| Lincoln Sherpa,
Sima Attar Khorasani,
Rajasekar Sankar,
Ralph Müller-Pfefferkorn,
Siavash Ghiasvand,
2024
KEENsight: Cloud based Collaborative Environment for Streamlining Machine Learning Development The Fifteenth International Conference on Information, Intelligence, Systems and Applications (IISA), Crete, Greece | |
| Tom Richard Vargis,
Siavash Ghiasvand,
2022
A Light-weight and Unsupervised Method for Near Real-time Behavioral Analysis using Operational Data Measurement The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), Dallas, Texas, USA | |
| Tom Richard Vargis,
Siavash Ghiasvand,
2022
Assessing Anonymized System Logs Usefulness for Behavioral Analysis in RNN Models International Workshop on Data-driven Resilience Research (D2R2), Leipzig, Germany | |
| Siavash Ghiasvand,
2020
Predicting the prevalence of COVID-19 pandemic in Germany Pre-print, arXiv | |
| Siavash Ghiasvand,
2020 Toward Resilience in High Performance Computing: A Prototype to Analyze and Predict System Behavior PhD Thesis, Dresden, Germany | |
| Siavash Ghiasvand,
2019
uPAD: Unsupervised Privacy-Aware Anomaly Detection in High Performance Computing Systems: 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM), Prague, Czech Republic | |
| Siavash Ghiasvand,
Florina M. Ciorba,
2019
Anomaly Detection in High Performance Computers: A Vicinity Perspective 2019 18th International Symposium on Parallel and Distributed Computing (ISPDC), Amsterdam, Netherlands | |
| Siavash Ghiasvand,
Florina M Ciorba,
2018
Anonymization of System Logs for Preserving Privacy and Reducing Storage Future of Information and Communications Conference (FICC), Singapore | |
| Siavash Ghiasvand,
Florina M Ciorba,
2018 Automatic Classification of System Logs International Supercomputing Conference (ISC), Frankfurt, Germany | |
| Siavash Ghiasvand,
Florina M. Ciorba,
2018
Assessing Data Usefulness for Failure Analysis in Anonymized System Logs 2018 17th International Symposium on Parallel and Distributed Computing (ISPDC), Geneva, Switzerland | |
| Sina Mahmoodi Khorandi,
Siavash Ghiasvand,
Mohsen Sharifi,
2017
Reducing Load Imbalance of Virtual Clusters via Reconfiguration and Adaptive Job Scheduling 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), Madrid, Spain | |
| Siavash Ghiasvand,
Florina M. Ciorba,
2017
Towards Adaptive Resilience in High Performance Computing 25th EUROMICRO International Conference on Parallel, Distributed and Network-based Processing (PDP), St. Petersburg, Russia | |
| Siavash Ghiasvand,
Florina M Ciorba,
2017 Event Pattern Identification in Anonymized System Logs International Supercomputing Conference (ISC), Frankfurt, Germany | |
| Siavash Ghiasvand,
Florina M Ciorba,
Wolfgang E Nagel,
2016 Turning Privacy Constraints into Syslog Analysis Advantage International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Salt Lake City, Utah, USA | |
| Siavash Ghiasvand,
Florina M. Ciorba,
Ronny Tschuter,
Wolfgang E. Nagel,
2016
Lessons Learned from Spatial and Temporal Correlation of Node Failures in High Performance Computers 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), Heraklion, Crete, Greece | |
| Siavash Ghiasvand,
Wolfgang E Nagel,
Florina M Ciorba,
2016 Toward Resilience in HPC: A Prototype to Analyze and Predict System Behavior International Supercomputing Conference (ISC), Frankfurt, Germany | |
| Siavash Ghiasvand,
Florina M Ciorba,
Ronny Tschuter,
Wolfgang E. Nagel,
2015 Analysis of Node Failures in High Performance Computers Based on System Logs International Conference for High Performance Computing, Networking, Storage and Analysis (SC), Austin, Texas, USA | |
| Seyedeh Leili Mirtaheri,
Ehsan Mousavi Khaneghah,
Siavash Ghiasvand,
Mohammad Norouzi Arab,
Mohsen Sharifi,
2011 RNS: Remote Node Selection for HPC Clusters The International Conference on Parallel and Distributed Processing Techniques and Applications (CSCE), Las Vegas, Nevada, USA | |
| Sina Mahmoodi Khorandi,
Seyedeh Leili Mirtaheri,
Ehsan Mousavi Khaneghah,
Mohsen Sharifi,
Siavash Ghiasvand,
2011
Local Robustness: A Process Migration Criterion in HPC Clusters International Conference on Innovative Computing Technology (INCT), Heidelberg, Germany | |
| Siavash Ghiasvand,
Ehsan Mousavi Khaneghah,
Sina Mahmoodi Khorandi,
Seyedeh Leili Mirtaheri,
Osouli Nezhad,
Meisam Mohammadkhani,
Mohsen Sharifi,
2011 An Analysis of MOSIX Load Balancing Capabilities The 5th International Conference on Advanced Engineering Computing and Applications in Sciences (ADVCOMP), Lisbon, Portugal |
Publications
