Cover Image

LAAFD: LLM-based Agents for Accelerated FPGA Design

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Moraru, Maxim, Kamalakkannan, Kamalavasan, Dominguez-Trujillo, Jered, Diehl, Patrick, Barai, Atanu, Loiseau, Julien, Baker, Zachary Kent, Pritchard, Howard, Shipman, Galen M
Format:	Preprint
Published:	2026
Subjects:	Distributed, Parallel, and Cluster Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Bridging Simulation and Silicon: A Study of RISC-V Hardware and FireSim Simulation
by: Barai, Atanu, et al.
Published: (2025)

From Legacy Fortran to Portable Kokkos: An Autonomous Agentic AI Workflow
by: Gupta, Sparsh, et al.
Published: (2025)

exa-AMD: A Scalable Workflow for Accelerating AI-Assisted Materials Discovery and Design
by: Moraru, Maxim, et al.
Published: (2025)

HPX -- An open source C++ Standard Library for Parallelism and Concurrency
by: Heller, Thomas, et al.
Published: (2023)

Accelerating Dynamic Image Graph Construction on FPGA for Vision GNNs
by: Ramachandran, Anvitha, et al.
Published: (2025)

SafarDB: FPGA-Accelerated Distributed Transactions via Replicated Data Types
by: Saberlatibari, Javad, et al.
Published: (2026)

Design Principles of Dynamic Resource Management for High-Performance Parallel Programming Models
by: Huber, Dominik, et al.
Published: (2024)

Experiences Porting Distributed Applications to Asynchronous Tasks: A Multidimensional FFT Case-study
by: Strack, Alexander, et al.
Published: (2024)

Closing a Source Complexity Gap between Chapel and HPX
by: Atre, Shreyas, et al.
Published: (2025)

Exploring Performance-Productivity Trade-offs in AMT Runtimes: A Task Bench Study of Itoyori, ItoyoriFBC, HPX, and MPI
by: Lahnor, Torben R., et al.
Published: (2026)

LSKV: A Confidential Distributed Datastore to Protect Critical Data in the Cloud
by: Jeffery, Andrew, et al.
Published: (2024)

Formal Definition and Implementation of Reproducibility Tenets for Computational Workflows
by: Pritchard, Nicholas J., et al.
Published: (2024)

VersaSlot: Efficient Fine-grained FPGA Sharing with Big.Little Slots and Live Migration in FPGA Cluster
by: Gu, Jianfeng, et al.
Published: (2025)

FLEX: Leveraging FPGA-CPU Synergy for Mixed-Cell-Height Legalization Acceleration
by: Liu, Xingyu, 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)

Is RISC-V Ready for Machine Learning? Portable Gaussian Processes Using Asynchronous Tasks
by: Strack, Alexander, et al.
Published: (2026)

Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java
by: Diehl, Patrick, et al.
Published: (2023)

Accelerated Digital Twin Learning for Edge AI: A Comparison of FPGA and Mobile GPU
by: Xu, Bin, et al.
Published: (2025)

A flexible FPGA accelerator for convolutional neural networks
by: Majumder, Kingshuk, et al.
Published: (2019)

Accelerating Transposed Convolutions on FPGA-based Edge Devices
by: Haris, Jude, et al.
Published: (2025)

Quantum Approximate Optimisation Applied to Graph Similarity
by: Pritchard, Nicholas J.
Published: (2024)

Fast Online Digital Twinning on FPGA for Mission Critical Applications
by: Xu, Bin, et al.
Published: (2025)

Exploring Parallelism in FPGA-Based Accelerators for Machine Learning Applications
by: Centeno, Sed, et al.
Published: (2025)

LLM & HPC:Benchmarking DeepSeek's Performance in High-Performance Computing Tasks
by: Nader, Noujoud, et al.
Published: (2025)

MANOJAVAM: A Scalable, Unified FPGA Accelerator for Matrix Multiplication and Singular Value Decomposition in Principal Component Analysis
by: Ramasubramanian, Srivaths, et al.
Published: (2026)

Accelerating Recommender Model ETL with a Streaming FPGA-GPU Dataflow
by: Zhu, Yu, et al.
Published: (2025)

Challenging Portability Paradigms: FPGA Acceleration Using SYCL and OpenCL
by: de Castro, Manuel, et al.
Published: (2024)

Efficient Edge AI: Deploying Convolutional Neural Networks on FPGA with the Gemmini Accelerator
by: Peccia, Federico Nicolas, et al.
Published: (2024)

GraphLeap: Decoupling Graph Construction and Convolution for Vision GNN Acceleration on FPGA
by: Ramachandran, Anvitha, et al.
Published: (2026)

Funky: Cloud-Native FPGA Virtualization and Orchestration
by: Koshiba, Atsushi, et al.
Published: (2025)

HPX with Spack and Singularity Containers: Evaluating Overheads for HPX/Kokkos using an astrophysics application
by: Diehl, Patrick, et al.
Published: (2024)

Preparing for HPC on RISC-V: Examining Vectorization and Distributed Performance of an Astrophyiscs Application with HPX and Kokkos
by: Diehl, Patrick, et al.
Published: (2024)

Accelerating ViT Inference on FPGA through Static and Dynamic Pruning
by: Parikh, Dhruv, et al.
Published: (2024)

DX100: A Programmable Data Access Accelerator for Indirection
by: Khadem, Alireza, et al.
Published: (2025)

FPGA-based Distributed Union-Find Decoder for Surface Codes
by: Liyanage, Namitha, et al.
Published: (2024)

FPGA Innovation Research in the Netherlands: Present Landscape and Future Outlook
by: Alachiotis, Nikolaos, et al.
Published: (2025)

Exact Nearest-Neighbor Search on Energy-Efficient FPGA Devices
by: Dazzi, Patrizio, et al.
Published: (2025)

Accelerating Biclique Counting on GPU
by: Qiu, Linshan, et al.
Published: (2024)

Asynchronous-Many-Task Systems: Challenges and Opportunities -- Scaling an AMR Astrophysics Code on Exascale machines using Kokkos and HPX
by: Daiß, Gregor, et al.
Published: (2024)

Accelerating Wireless Distributed Learning via Hybrid Split and Federated Learning Optimization
by: Guo, Kun, et al.
Published: (2025)