A Graph-Based, Distributed Memory, Modeling Abstraction for Optimization
Fuente:
arXiv
Saved in:
| Main Authors: | Cole, David L., Jalving, Jordan, Langlieb, Jonah, Jenkins, Jesse D. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MPPI-Generic: A CUDA Library for Stochastic Trajectory Optimization
by: Vlahov, Bogdan, et al.
Published: (2024)
by: Vlahov, Bogdan, et al.
Published: (2024)
Decentralized Distributed Optimization for Saddle Point Problems
by: Rogozin, Alexander, et al.
Published: (2021)
by: Rogozin, Alexander, et al.
Published: (2021)
Accelerating Optimal Power Flow with GPUs: SIMD Abstraction of Nonlinear Programs and Condensed-Space Interior-Point Methods
by: Shin, Sungho, et al.
Published: (2023)
by: Shin, Sungho, et al.
Published: (2023)
An Optimistic Gradient Tracking Method for Distributed Minimax Optimization
by: Huang, Yan, et al.
Published: (2025)
by: Huang, Yan, et al.
Published: (2025)
Tailoring Gradient Methods for Differentially-Private Distributed Optimization
by: Wang, Yongqiang, et al.
Published: (2022)
by: Wang, Yongqiang, et al.
Published: (2022)
Distributed Constraint-Coupled Optimization: Harnessing ADMM-consensus for robustness
by: Messilem, Mohamed Abdelmouamin, et al.
Published: (2025)
by: Messilem, Mohamed Abdelmouamin, et al.
Published: (2025)
Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks
by: Heydaribeni, Nasimeh, et al.
Published: (2023)
by: Heydaribeni, Nasimeh, et al.
Published: (2023)
Accelerating Bidiagonalization of Banded Matrices through Memory-Aware Bulge-Chasing on GPUs
by: Ringoot, Evelyne, et al.
Published: (2025)
by: Ringoot, Evelyne, et al.
Published: (2025)
One-Point Feedback for Composite Optimization with Applications to Distributed and Federated Learning
by: Beznosikov, Aleksandr, et al.
Published: (2021)
by: Beznosikov, Aleksandr, et al.
Published: (2021)
Integrating Odeint Time Stepping into OpenFPM for Distributed and GPU Accelerated Numerical Solvers
by: Singh, Abhinav, et al.
Published: (2023)
by: Singh, Abhinav, et al.
Published: (2023)
A GPU-Accelerated Distributed Algorithm for Optimal Power Flow in Distribution Systems
by: Ryu, Minseok, et al.
Published: (2025)
by: Ryu, Minseok, et al.
Published: (2025)
Ocean: Fast Estimation-Based Sparse General Matrix-Matrix Multiplication on GPU
by: Li, Yifan, et al.
Published: (2026)
by: Li, Yifan, et al.
Published: (2026)
Large-Scale Linear Energy System Optimization: A Systematic Review on Parallelization Strategies via Decomposition
by: Hadidi, Lars, et al.
Published: (2025)
by: Hadidi, Lars, et al.
Published: (2025)
Enabling MPI communication within Numba/LLVM JIT-compiled Python code using numba-mpi v1.0
by: Derlatka, Kacper, et al.
Published: (2024)
by: Derlatka, Kacper, et al.
Published: (2024)
Efficient N-to-M Checkpointing Algorithm for Finite Element Simulations
by: Ham, David A., et al.
Published: (2024)
by: Ham, David A., et al.
Published: (2024)
Load Balancing with Network Latencies via Distributed Gradient Descent
by: Balseiro, Santiago R., et al.
Published: (2025)
by: Balseiro, Santiago R., et al.
Published: (2025)
D-PDLP: Scaling PDLP to Distributed Multi-GPU Systems
by: Li, Hongpei, et al.
Published: (2026)
by: Li, Hongpei, et al.
Published: (2026)
Decentralized Nonsmooth Nonconvex Optimization with Client Sampling
by: Chen, Xinyan, et al.
Published: (2026)
by: Chen, Xinyan, et al.
Published: (2026)
Problem-Parameter-Free Decentralized Nonconvex Stochastic Optimization
by: Li, Jiaxiang, et al.
Published: (2024)
by: Li, Jiaxiang, et al.
Published: (2024)
Distributed Stochastic Momentum Tracking with Local Updates: Achieving Optimal Communication and Iteration Complexities
by: Huang, Kun, et al.
Published: (2025)
by: Huang, Kun, et al.
Published: (2025)
Decentralized Gradient-Free Methods for Stochastic Non-Smooth Non-Convex Optimization
by: Lin, Zhenwei, et al.
Published: (2023)
by: Lin, Zhenwei, et al.
Published: (2023)
Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence
by: Yu, Shuhua, et al.
Published: (2025)
by: Yu, Shuhua, et al.
Published: (2025)
Smoothed Gradient Clipping and Error Feedback for Decentralized Optimization under Symmetric Heavy-Tailed Noise
by: Yu, Shuhua, et al.
Published: (2023)
by: Yu, Shuhua, et al.
Published: (2023)
Beating vDSP: A 138 GFLOPS Radix-8 Stockham FFT on Apple Silicon via Two-Tier Register-Threadgroup Memory Decomposition
by: Bergach, Mohamed Amine
Published: (2026)
by: Bergach, Mohamed Amine
Published: (2026)
From Sequential to Parallel: Reformulating Dynamic Programming as GPU Kernels for Large-Scale Stochastic Combinatorial Optimization
by: Zhao, Jingyi, et al.
Published: (2026)
by: Zhao, Jingyi, et al.
Published: (2026)
Enabling mixed-precision in spectral element codes
by: Chen, Yanxiang, et al.
Published: (2025)
by: Chen, Yanxiang, et al.
Published: (2025)
High-Performance Star-M SVD for Big Data Compression
by: Hussain, Md Taufique, et al.
Published: (2026)
by: Hussain, Md Taufique, et al.
Published: (2026)
A shared compilation stack for distributed-memory parallelism in stencil DSLs
by: Bisbas, George, et al.
Published: (2024)
by: Bisbas, George, et al.
Published: (2024)
FalconGEMM: Surpassing Hardware Peaks with Lower-Complexity Matrix Multiplication
by: Zhu, Honglin, et al.
Published: (2026)
by: Zhu, Honglin, et al.
Published: (2026)
Robustness and Accuracy in Pipelined Bi-Conjugate Gradient Stabilized Method: A Comparative Study
by: Havdiak, Mykhailo, et al.
Published: (2024)
by: Havdiak, Mykhailo, et al.
Published: (2024)
Pipelined Dense Symmetric Eigenvalue Decomposition on Multi-GPU Architectures
by: Wang, Hansheng, et al.
Published: (2025)
by: Wang, Hansheng, et al.
Published: (2025)
Toward Portable GPU Performance: Julia Recursive Implementation of TRMM and TRSM
by: Carrica, Vicki, et al.
Published: (2025)
by: Carrica, Vicki, et al.
Published: (2025)
Performant Unified GPU Kernels for Portable Singular Value Computation Across Hardware and Precision
by: Ringoot, Evelyne, et al.
Published: (2025)
by: Ringoot, Evelyne, et al.
Published: (2025)
Implementing Multi-GPU Scientific Computing Miniapps Across Performance Portable Frameworks
by: Villalobos, Johansell, et al.
Published: (2025)
by: Villalobos, Johansell, et al.
Published: (2025)
Communication-Avoiding SpGEMM via Trident Partitioning on Hierarchical GPU Interconnects
by: Bellavita, Julian, et al.
Published: (2026)
by: Bellavita, Julian, et al.
Published: (2026)
On the Challenges of Energy-Efficiency Analysis in HPC Systems: Evaluating Synthetic Benchmarks and Gromacs
by: Machado, Rafael Ravedutti Lucio, et al.
Published: (2025)
by: Machado, Rafael Ravedutti Lucio, et al.
Published: (2025)
A new open source framework for multiscale modeling of fibrous materials on heterogeneous supercomputers
by: Merson, Jacob, et al.
Published: (2023)
by: Merson, Jacob, et al.
Published: (2023)
SYCL compute kernels for ExaHyPE
by: Loi, Chung Ming, et al.
Published: (2023)
by: Loi, Chung Ming, et al.
Published: (2023)
Black-Scholes Option Pricing on Intel CPUs and GPUs: Implementation on SYCL and Optimization Techniques
by: Panova, Elena, et al.
Published: (2022)
by: Panova, Elena, et al.
Published: (2022)
Performant Automatic BLAS Offloading on Unified Memory Architecture with OpenMP First-Touch Style Data Movement
by: Li, Junjie
Published: (2024)
by: Li, Junjie
Published: (2024)
Similar Items
-
MPPI-Generic: A CUDA Library for Stochastic Trajectory Optimization
by: Vlahov, Bogdan, et al.
Published: (2024) -
Decentralized Distributed Optimization for Saddle Point Problems
by: Rogozin, Alexander, et al.
Published: (2021) -
Accelerating Optimal Power Flow with GPUs: SIMD Abstraction of Nonlinear Programs and Condensed-Space Interior-Point Methods
by: Shin, Sungho, et al.
Published: (2023) -
An Optimistic Gradient Tracking Method for Distributed Minimax Optimization
by: Huang, Yan, et al.
Published: (2025) -
Tailoring Gradient Methods for Differentially-Private Distributed Optimization
by: Wang, Yongqiang, et al.
Published: (2022)