Aasish Kumar Sharma

14 papers B 5Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Review of Tools and Techniques for Optimization of Workload Mapping and Scheduling in Heterogeneous HPC System.
CoRR
Aasish Kumar Sharma, Julian M. Kunkel
2025 J jnl
AI Work Quantization Model: Closed-System AI Computational Effort Metric.
CoRR
Aasish Kumar Sharma, Michael Bidollahkhani, Julian Martin Kunkel
2025 B conf
Ethical AI: Towards Defining a Collective Evaluation Framework.
COMPSAC
Aasish Kumar Sharma, Dimitar Kyosev, Julian M. Kunkel
2025 J jnl
Ethical AI: Towards Defining a Collective Evaluation Framework.
CoRR
Aasish Kumar Sharma, Dimitar Kyosev, Julian M. Kunkel
2025 J jnl
Evaluating Large Language Models for Workload Mapping and Scheduling in Heterogeneous HPC Systems.
CoRR
Aasish Kumar Sharma, Julian M. Kunkel
2025 B conf
Grapheon RL: A Graph Neural Network and Reinforcement Learning Framework for Constraint and Data-Aware Workflow Mapping and Scheduling in Heterogeneous HPC Systems.
COMPSAC
Aasish Kumar Sharma, Julian M. Kunkel
2025 J jnl
GrapheonRL: A Graph Neural Network and Reinforcement Learning Framework for Constraint and Data-Aware Workflow Mapping and Scheduling in Heterogeneous HPC Systems.
CoRR
Aasish Kumar Sharma, Julian M. Kunkel
2025 B conf
Performance Analysis of Convolutional Neural Network By Applying Unconstrained Binary Quadratic Programming.
COMPSAC
Aasish Kumar Sharma, Sanjeeb Prashad Pandey, Julian Martin Kunkel
2025 J jnl
Performance Analysis of Convolutional Neural Network By Applying Unconstrained Binary Quadratic Programming.
CoRR
Aasish Kumar Sharma, Sanjeeb Prashad Pandey, Julian M. Kunkel
2025 J jnl
Teaching Reproducible Data Analysis for HPC Users - The Snakemake Teaching Alliance.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol.
Malte Petersen, Sören Lukas Hellmann, Florian Böker, Fabian Brand, Aasish Kumar Sharma, Martín Leandro Paleico, Johannes Köster, Christian Meesters
2025 B conf
Workflow-Driven Modeling for the Compute Continuum: An Optimization Approach to Automated System and Workload Scheduling.
COMPSAC
Aasish Kumar Sharma, Christian Boehme, Patrick Gelß, Ramin Yahyapour, Julian M. Kunkel
2025 J jnl
Workflow-Driven Modeling for the Compute Continuum: An Optimization Approach to Automated System and Workload Scheduling.
CoRR
Aasish Kumar Sharma, Christian Boehme, Patrick Gelß, Ramin Yahyapour, Julian M. Kunkel
2024 — conf
A Comparison of HPC based Quantum Computing Simulators using Quantum Volume.
INFORMATIK
Christian Boehme, Lourens van Niekerk, Dhiraj Kumar, Aasish Kumar Sharma, Tino Meisel, Martín Leandro Paleico
2024 B conf
HOSHMAND: Accelerated AI-Driven Scheduler Emulating Conventional Task Distribution Techniques for Cloud Workloads.
COMPSAC
Michael Bidollahkhani, Aasish Kumar Sharma, Julian M. Kunkel