Cover Image

Bridging the Gap: Empowering Small Models in Reliable OpenACC-based Parallelization via GEPA-Optimized Prompting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jhaveri, Samyak, Lopes, Cristina V.
Format:	Preprint
Published:	2026
Subjects:	Software Engineering Artificial Intelligence Distributed, Parallel, and Cluster Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Accelerating the Particle-In-Cell code ECsim with OpenACC
by: Boella, Elisabetta, et al.
Published: (2026)

Do Large Language Models Understand Performance Optimization?
by: Cui, Bowen, et al.
Published: (2025)

LLOR: Automated Repair of OpenMP Programs
by: Bora, Utpal, et al.
Published: (2024)

Accelerating the Dutch Atmospheric Large-Eddy Simulation (DALES) model with OpenACC
by: Esclapez, Lucas, et al.
Published: (2025)

ACCeLLiuM: Supervised Fine-Tuning for Automated OpenACC Pragma Generation
by: Jhaveri, Samyak, et al.
Published: (2025)

Optimizing OpenFaaS on Kubernetes: Comparative Analysis of Language Runtimes and Cluster Distributions
by: Ataie, Ehsan, et al.
Published: (2026)

An Analysis of HPC and Edge Architectures in the Cloud
by: Santillan, Steven, et al.
Published: (2025)

LLM-HPC++: Evaluating LLM-Generated Modern C++ and MPI+OpenMP Codes for Scalable Mandelbrot Set Computation
by: Diehl, Patrick, et al.
Published: (2025)

Towards an Optimized Benchmarking Platform for CI/CD Pipelines
by: Japke, Nils, et al.
Published: (2025)

Optimizing Checkpoint-Restart Mechanisms for HPC with DMTCP in Containers at NERSC
by: Timalsina, Madan, et al.
Published: (2024)

SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions
by: Lee, Cheryl, et al.
Published: (2024)

Comprehensive Review of Performance Optimization Strategies for Serverless Applications on AWS Lambda
by: Bechir, Mohamed Lemine El, et al.
Published: (2024)

Efficiently Reproducing Distributed Workflows in Notebook-based Systems
by: Azaz, Talha, et al.
Published: (2026)

Microservices-based Software Systems Reengineering: State-of-the-Art and Future Directions
by: Mohottige, Thakshila Imiya, et al.
Published: (2024)

Specx: a C++ task-based runtime system for heterogeneous distributed architectures
by: Cardosi, Paul, et al.
Published: (2023)

Integrating Performance Tools in Model Reasoning for GPU Kernel Optimization
by: Nichols, Daniel, et al.
Published: (2025)

Investigating Matrix Repartitioning to Address the Over- and Undersubscription Challenge for a GPU-based CFD Solver
by: Olenik, Gregor, et al.
Published: (2025)

CSnake: Detecting Self-Sustaining Cascading Failure via Causal Stitching of Fault Propagations
by: Qian, Shangshu, et al.
Published: (2025)

Model-guided Fuzzing of Distributed Systems
by: Gulcan, Ege Berkay, et al.
Published: (2024)

FSM Modeling For Off-Blockchain Computation
by: Liu, Christian Gang
Published: (2025)

Supporting Long-term Transactions in Smart Contracts Generated from Business Process Model and Notation (BPMN) Models
by: Liu, Christian Gang
Published: (2025)

L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis
by: Jiang, Zhihan, et al.
Published: (2025)

Radon: a Programming Model and Platform for Computing Continuum Systems
by: De Martini, Luca, et al.
Published: (2025)

Multi-Grained Specifications for Distributed System Model Checking and Verification
by: Ouyang, Lingzhi, et al.
Published: (2024)

ATOM: Asynchronous Training of Massive Models for Deep Learning in a Decentralized Environment
by: Wu, Xiaofeng, et al.
Published: (2024)

GPU Acceleration of Learning With Errors KEMs Using OpenACC for Post-Quantum Cryptography
by: Liberati, Tiziana, et al.
Published: (2026)

Alya towards Exascale: Optimal OpenACC Performance of the Navier-Stokes Finite Element Assembly on GPUs
by: Owen, Herbert, et al.
Published: (2024)

AI-NativeBench: An Open-Source White-Box Agentic Benchmark Suite for AI-Native Systems
by: Wang, Zirui, et al.
Published: (2026)

OMPGPT: A Generative Pre-trained Transformer Model for OpenMP
by: Chen, Le, et al.
Published: (2024)

SeBS-Flow: Benchmarking Serverless Cloud Function Workflows
by: Schmid, Larissa, et al.
Published: (2024)

A Unifying Framework to Enable Artificial Intelligence in High Performance Computing Workflows
by: Domke, Jens, et al.
Published: (2025)

CloudHeatMap: Heatmap-Based Monitoring for Large-Scale Cloud Systems
by: Sohana, Sarah, et al.
Published: (2024)

$μ$OpTime: Statically Reducing the Execution Time of Microbenchmark Suites Using Stability Metrics
by: Japke, Nils, et al.
Published: (2025)

Adaptable TeaStore
by: Bliudze, Simon, et al.
Published: (2024)

A Test Taxonomy and Continuous Integration Ecosystem for Dynamic Resource Management in HPC
by: Sandås, Petter, et al.
Published: (2026)

Building Castles in the Cloud: Architecting Resilient and Scalable Infrastructure
by: Gundla, Naresh Kumar
Published: (2024)

Histrio: a Serverless Actor System
by: Buttiglieri, Giorgio Natale, et al.
Published: (2024)

GitFarm: Git as a Service for Large-Scale Monorepos
by: Dwivedi, Preetam, et al.
Published: (2026)

Predictive Autoscaling for Node.js on Kubernetes: Lower Latency, Right-Sized Capacity
by: Tymoshenko, Ivan, et al.
Published: (2026)

AdaptiFlow: An Extensible Framework for Event-Driven Autonomy in Cloud Microservices
by: Ndadji, Brice Arléon Zemtsop, et al.
Published: (2025)