14 papers
RASER: Resilient Agent Scheduling and Execution Runtime for HPC Clusters
Sima Attar-Khorasani, Matthias Lieber, Siavash Ghiasvand
The emergence of modern agents powered by large language models has created a demand for executing long-horizon, autonomous workflows in various domains that require significant co…
JuPyLive: Seamless Migration of Jupyter Notebook Resources from Laptop to HPC
Sima Attar-Khorasani, Matthias Lieber, Siavash Ghiasvand
This work introduces JuPyLive, a migration mechanism that enables seamless transition of Jupyter notebooks between local resources of user's workstation and remote resources of hig…
BiJuTy: An Interactive HPC-Aware Big Data Cluster Lifecycle Manager and Performance Assessment Utility for JupyterHub
Apurv Deepak Kulkarni, Jan Frenzel, Siavash Ghiasvand
The increasing demand for data processing has created a pressing need for access to high-performance computing (HPC) systems. Nevertheless, leveraging these systems to execute comp…
Seamless Transitions: A Comprehensive Review of Live Migration Technologies
Sima Attar-Khorasani, Lincoln Sherpa, Matthias Lieber +1
Live migration, a technology enabling seamless transition of operational computational entities between various hosts while preserving continuous functionality and client connectiv…
SProBench: Stream Processing Benchmark for High Performance Computing Infrastructure
Apurv Deepak Kulkarni, Siavash Ghiasvand
Recent advancements in data stream processing frameworks have improved real-time data handling, however, scalability remains a significant challenge affecting throughput and latenc…
asanAI: In-Browser, No-Code, Offline-First Machine Learning Toolkit
Norman Koch, Siavash Ghiasvand
Machine learning (ML) has become crucial in modern life, with growing interest from researchers and the public. Despite its potential, a significant entry barrier prevents widespre…