LLM as HPC Expert: Extending RAG Architecture for HPC Data
Fuente:
arXiv
Saved in:
| Main Authors: | Miyashita, Yusuke, Tung, Patrick Kin Man, Barthélemy, Johan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scalable Runtime Architecture for Data-driven, Hybrid HPC and ML Workflow Applications
by: Merzky, Andre, et al.
Published: (2025)
by: Merzky, Andre, et al.
Published: (2025)
LLM & HPC:Benchmarking DeepSeek's Performance in High-Performance Computing Tasks
by: Nader, Noujoud, et al.
Published: (2025)
by: Nader, Noujoud, et al.
Published: (2025)
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling
by: Jadhav, Prachi, et al.
Published: (2025)
by: Jadhav, Prachi, et al.
Published: (2025)
Survey of HPC in US Research Institutions
by: Shu, Peng, et al.
Published: (2025)
by: Shu, Peng, et al.
Published: (2025)
From Edge to HPC: Investigating Cross-Facility Data Streaming Architectures
by: George, Anjus, et al.
Published: (2025)
by: George, Anjus, et al.
Published: (2025)
AI Factories: It's time to rethink the Cloud-HPC divide
by: Lopez, Pedro Garcia, et al.
Published: (2025)
by: Lopez, Pedro Garcia, et al.
Published: (2025)
Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures
by: Georganas, Evangelos, et al.
Published: (2023)
by: Georganas, Evangelos, et al.
Published: (2023)
HPC-Coder: Modeling Parallel Programs using Large Language Models
by: Nichols, Daniel, et al.
Published: (2023)
by: Nichols, Daniel, et al.
Published: (2023)
LLMs as Packagers of HPC Software
by: Melone, Caetano, et al.
Published: (2025)
by: Melone, Caetano, et al.
Published: (2025)
Chat AI: A Seamless Slurm-Native Solution for HPC-Based Services
by: Doosthosseini, Ali, et al.
Published: (2024)
by: Doosthosseini, Ali, et al.
Published: (2024)
ClusterRCA: An End-to-End Approach for Network Fault Localization and Classification for HPC System
by: Sun, Yongqian, et al.
Published: (2025)
by: Sun, Yongqian, et al.
Published: (2025)
Block size estimation for data partitioning in HPC applications using machine learning techniques
by: Cantini, Riccardo, et al.
Published: (2022)
by: Cantini, Riccardo, et al.
Published: (2022)
VibeCodeHPC: An Agent-Based Iterative Prompting Auto-Tuner for HPC Code Generation Using LLMs
by: Hayashi, Shun-ichiro, et al.
Published: (2025)
by: Hayashi, Shun-ichiro, et al.
Published: (2025)
A HPC Co-Scheduler with Reinforcement Learning
by: Souza, Abel, et al.
Published: (2024)
by: Souza, Abel, et al.
Published: (2024)
Fire-Flyer AI-HPC: A Cost-Effective Software-Hardware Co-Design for Deep Learning
by: An, Wei, et al.
Published: (2024)
by: An, Wei, et al.
Published: (2024)
HPCAgentTester: A Multi-Agent LLM Approach for Enhanced HPC Unit Test Generation
by: Karanjai, Rabimba, et al.
Published: (2025)
by: Karanjai, Rabimba, et al.
Published: (2025)
Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale
by: Zhao, Dan, et al.
Published: (2024)
by: Zhao, Dan, et al.
Published: (2024)
Integrating and Characterizing HPC Task Runtime Systems for hybrid AI-HPC workloads
by: Merzky, Andre, et al.
Published: (2025)
by: Merzky, Andre, et al.
Published: (2025)
HPC with Enhanced User Separation
by: Prout, Andrew, et al.
Published: (2024)
by: Prout, Andrew, et al.
Published: (2024)
Analysis of the carbon footprint of HPC
by: Benhari, Abdessalam, et al.
Published: (2025)
by: Benhari, Abdessalam, et al.
Published: (2025)
Data Version Management and Machine-Actionable Reproducibility for HPC
by: Knüpfer, Andreas, et al.
Published: (2025)
by: Knüpfer, Andreas, et al.
Published: (2025)
An Analysis of HPC and Edge Architectures in the Cloud
by: Santillan, Steven, et al.
Published: (2025)
by: Santillan, Steven, et al.
Published: (2025)
Enhancing Cluster Scheduling in HPC: A Continuous Transfer Learning for Real-Time Optimization
by: Sliwko, Leszek, et al.
Published: (2025)
by: Sliwko, Leszek, et al.
Published: (2025)
On the Convergence of Malleability and the HPC PowerStack: Exploiting Dynamism in Over-Provisioned and Power-Constrained HPC Systems
by: Arima, Eishi, et al.
Published: (2024)
by: Arima, Eishi, et al.
Published: (2024)
MRSch: Multi-Resource Scheduling for HPC
by: Li, Boyang, et al.
Published: (2024)
by: Li, Boyang, et al.
Published: (2024)
HPC-vQPU: A Service-Export Architecture for Virtual QPUs on Batch-Scheduled HPC Systems
by: Liu, Shusen, et al.
Published: (2026)
by: Liu, Shusen, et al.
Published: (2026)
Evaluating Malleable Job Scheduling in HPC Clusters using Real-World Workloads
by: Zojer, Patrick, et al.
Published: (2026)
by: Zojer, Patrick, et al.
Published: (2026)
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
by: Teranishi, Keita, et al.
Published: (2025)
by: Teranishi, Keita, et al.
Published: (2025)
Inductive Loop Analysis for Practical HPC Application Optimization
by: Schaad, Philipp, et al.
Published: (2025)
by: Schaad, Philipp, et al.
Published: (2025)
UNR: Unified Notifiable RMA Library for HPC
by: Feng, Guangnan, et al.
Published: (2024)
by: Feng, Guangnan, et al.
Published: (2024)
Wilkins: HPC In Situ Workflows Made Easy
by: Yildiz, Orcun, et al.
Published: (2024)
by: Yildiz, Orcun, et al.
Published: (2024)
Energy-aware operation of HPC systems in Germany
by: Suarez, Estela, et al.
Published: (2024)
by: Suarez, Estela, et al.
Published: (2024)
Software Resource Disaggregation for HPC with Serverless Computing
by: Copik, Marcin, et al.
Published: (2024)
by: Copik, Marcin, et al.
Published: (2024)
An Elastic Job Scheduler for HPC Applications on the Cloud
by: Bhosale, Aditya, et al.
Published: (2025)
by: Bhosale, Aditya, et al.
Published: (2025)
Sarus Suite: Cloud-native Containers for HPC
by: Madonna, Alberto, et al.
Published: (2026)
by: Madonna, Alberto, et al.
Published: (2026)
Characterizing the Impact of Congestion in Modern HPC Interconnects
by: Piarulli, Lorenzo, et al.
Published: (2026)
by: Piarulli, Lorenzo, et al.
Published: (2026)
Towards Energy Efficient Co-Scheduling in HPC
by: Zheng, Zhong, et al.
Published: (2026)
by: Zheng, Zhong, et al.
Published: (2026)
Leveraging Teaching on Demand: Approaching HPC to Undergrads
by: Catalán, S., et al.
Published: (2026)
by: Catalán, S., et al.
Published: (2026)
SIREN: Software Identification and Recognition in HPC Systems
by: Jakobsche, Thomas, et al.
Published: (2025)
by: Jakobsche, Thomas, et al.
Published: (2025)
Architectural Foundations for Checkpointing and Restoration in Quantum HPC Systems
by: Guan, Qiang, et al.
Published: (2026)
by: Guan, Qiang, et al.
Published: (2026)
Similar Items
-
Scalable Runtime Architecture for Data-driven, Hybrid HPC and ML Workflow Applications
by: Merzky, Andre, et al.
Published: (2025) -
LLM & HPC:Benchmarking DeepSeek's Performance in High-Performance Computing Tasks
by: Nader, Noujoud, et al.
Published: (2025) -
Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling
by: Jadhav, Prachi, et al.
Published: (2025) -
Survey of HPC in US Research Institutions
by: Shu, Peng, et al.
Published: (2025) -
From Edge to HPC: Investigating Cross-Facility Data Streaming Architectures
by: George, Anjus, et al.
Published: (2025)