GROOT: General-Purpose Automatic Parameter Tuning Across Layers, Domains, and Use Cases
Fuente:
arXiv
Saved in:
| Main Authors: | Krahn, Robert, Mädler, Josia, Seidl, Christoph, Fetzer, Christof |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Evaluation of Domain-Specific Architectures for General-Purpose Applications in Apple Silicon
by: López, Álvaro Corrochano, et al.
Published: (2025)
by: López, Álvaro Corrochano, et al.
Published: (2025)
LiveTune: Dynamic Parameter Tuning for Feedback-Driven Optimization
by: Shabgahi, Soheil Zibakhsh, et al.
Published: (2023)
by: Shabgahi, Soheil Zibakhsh, et al.
Published: (2023)
Towards Generalized Parameter Tuning in Coherent Ising Machines: A Portfolio-Based Approach
by: Hanyu, Tatsuro, et al.
Published: (2025)
by: Hanyu, Tatsuro, et al.
Published: (2025)
DeepCQ: General-Purpose Deep-Surrogate Framework for Lossy Compression Quality Prediction
by: Mumenin, Khondoker Mirazul, et al.
Published: (2025)
by: Mumenin, Khondoker Mirazul, et al.
Published: (2025)
Heterogeneous Memory Pool Tuning
by: Vaverka, Filip, et al.
Published: (2025)
by: Vaverka, Filip, et al.
Published: (2025)
Hermes: A General-Purpose Proxy-Enabled Networking Architecture
by: Farkiani, Behrooz, et al.
Published: (2024)
by: Farkiani, Behrooz, et al.
Published: (2024)
A Priori Loop Nest Normalization: Automatic Loop Scheduling in Complex Applications
by: Trümper, Lukas, et al.
Published: (2024)
by: Trümper, Lukas, et al.
Published: (2024)
Swarm: Co-Activation Aware KVCache Offloading Across Multiple SSDs
by: Wang, Tuowei, et al.
Published: (2026)
by: Wang, Tuowei, et al.
Published: (2026)
LLload: An Easy-to-Use HPC Utilization Tool
by: Byun, Chansup, et al.
Published: (2024)
by: Byun, Chansup, et al.
Published: (2024)
DarwinGame: Playing Tournaments for Tuning Applications in Noisy Cloud Environments
by: Roy, Rohan Basu, et al.
Published: (2025)
by: Roy, Rohan Basu, et al.
Published: (2025)
Tuning Fast Memory Size based on Modeling of Page Migration for Tiered Memory
by: Chen, Shangye, et al.
Published: (2024)
by: Chen, Shangye, et al.
Published: (2024)
Improving LLM Performance Through Black-Box Online Tuning: A Case for Adding System Specs to Factsheets for Trusted AI
by: Atinafu, Yonas, et al.
Published: (2026)
by: Atinafu, Yonas, et al.
Published: (2026)
SysOM-AI: Continuous Cross-Layer Performance Diagnosis for Production AI Training
by: Zheng, Yusheng, et al.
Published: (2026)
by: Zheng, Yusheng, et al.
Published: (2026)
Through the Lens of Google CrUX: Dissecting Web Browsing Experience Across Devices and Countries
by: Sengupta, Jayasree, et al.
Published: (2023)
by: Sengupta, Jayasree, et al.
Published: (2023)
Tuning of Vectorization Parameters for Molecular Dynamics Simulations in AutoPas
by: Gall, Luis, et al.
Published: (2025)
by: Gall, Luis, et al.
Published: (2025)
Input-Gen: Guided Generation of Stateful Inputs for Testing, Tuning, and Training
by: Ivanov, Ivan R., et al.
Published: (2024)
by: Ivanov, Ivan R., et al.
Published: (2024)
Analysis and Mitigation of Shared Resource Contention on Heterogeneous Multicore: An Industrial Case Study
by: Bechtel, Michael, et al.
Published: (2023)
by: Bechtel, Michael, et al.
Published: (2023)
Iterative Layer Pruning for Efficient Translation Inference
by: Moslem, Yasmin, et al.
Published: (2025)
by: Moslem, Yasmin, et al.
Published: (2025)
Profiling LoRA/QLoRA Fine-Tuning Efficiency on Consumer GPUs: An RTX 4060 Case Study
by: Avinash, MSR
Published: (2025)
by: Avinash, MSR
Published: (2025)
A System-Level Dynamic Binary Translator using Automatically-Learned Translation Rules
by: Jiang, Jinhu, et al.
Published: (2024)
by: Jiang, Jinhu, et al.
Published: (2024)
Greener Deep Reinforcement Learning: Analysis of Energy and Carbon Efficiency Across Atari Benchmarks
by: Gardner, Jason, et al.
Published: (2025)
by: Gardner, Jason, et al.
Published: (2025)
Outperforming Dijkstra on Sparse Graphs: The Lightning Network Use Case
by: Valko, Danila, et al.
Published: (2025)
by: Valko, Danila, et al.
Published: (2025)
Parameter and State Estimation in Queues and Related Stochastic Models: A Bibliography
by: Asanjarani, Azam, et al.
Published: (2017)
by: Asanjarani, Azam, et al.
Published: (2017)
Reducing Waiting Time for Medical Tourists Through Hybrid Agent-Based and Discrete-Event Simulation: A Hospital Case Study
by: Baghi, Melika, et al.
Published: (2026)
by: Baghi, Melika, et al.
Published: (2026)
L1RA: Dynamic Rank Assignment in LoRA Fine-Tuning
by: Singh, Raul, et al.
Published: (2025)
by: Singh, Raul, et al.
Published: (2025)
Exploring and Evaluating Real-world CXL: Use Cases and System Adoption
by: Wang, Xi, et al.
Published: (2024)
by: Wang, Xi, et al.
Published: (2024)
SemaTune: Semantic-Aware Online OS Tuning with Large Language Models
by: Liargkovas, Georgios, et al.
Published: (2026)
by: Liargkovas, Georgios, et al.
Published: (2026)
Ghosted Layers: Unconstrained Activation Alignment for Recovering Layer-Pruned LLMs
by: Yun, Vincent-Daniel, et al.
Published: (2026)
by: Yun, Vincent-Daniel, et al.
Published: (2026)
WaveTune: Wave-aware Bilinear Modeling for Efficient GPU Kernel Auto-tuning
by: Zhang, Kaixuan, et al.
Published: (2026)
by: Zhang, Kaixuan, et al.
Published: (2026)
Automatic Generation of Fast and Accurate Performance Models for Deep Neural Network Accelerators
by: Lübeck, Konstantin, et al.
Published: (2024)
by: Lübeck, Konstantin, et al.
Published: (2024)
An In-Depth Investigation of LEO Satellite Topology Design Parameters
by: Zhang, Wenyi, et al.
Published: (2024)
by: Zhang, Wenyi, et al.
Published: (2024)
ADELIA: Automatic Differentiation for Efficient Laplace Inference Approximations
by: Boudaoud, Afif, et al.
Published: (2026)
by: Boudaoud, Afif, et al.
Published: (2026)
Scalable Packed Layouts for Vector-Length-Agnostic ML Code Generation
by: Beysel, Ege, et al.
Published: (2026)
by: Beysel, Ege, et al.
Published: (2026)
A Continuous Benchmarking Infrastructure for High-Performance Computing Applications
by: Alt, Christoph, et al.
Published: (2024)
by: Alt, Christoph, et al.
Published: (2024)
Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity
by: Song, Zichen, et al.
Published: (2024)
by: Song, Zichen, et al.
Published: (2024)
VDTuner: Automated Performance Tuning for Vector Data Management Systems
by: Yang, Tiannuo, et al.
Published: (2024)
by: Yang, Tiannuo, et al.
Published: (2024)
Impact of Generative AI (Large Language Models) on the PRA model construction and maintenance, observations
by: Rychkov, Valentin, et al.
Published: (2024)
by: Rychkov, Valentin, et al.
Published: (2024)
PM2Lat: Highly Accurate and Generalized Prediction of DNN Execution Latency on GPUs
by: Le, Truong-Thanh, et al.
Published: (2026)
by: Le, Truong-Thanh, et al.
Published: (2026)
Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation
by: Hong, Jiayi, et al.
Published: (2025)
by: Hong, Jiayi, et al.
Published: (2025)
ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU Memory
by: Wang, Liangyu, et al.
Published: (2025)
by: Wang, Liangyu, et al.
Published: (2025)
Similar Items
-
Evaluation of Domain-Specific Architectures for General-Purpose Applications in Apple Silicon
by: López, Álvaro Corrochano, et al.
Published: (2025) -
LiveTune: Dynamic Parameter Tuning for Feedback-Driven Optimization
by: Shabgahi, Soheil Zibakhsh, et al.
Published: (2023) -
Towards Generalized Parameter Tuning in Coherent Ising Machines: A Portfolio-Based Approach
by: Hanyu, Tatsuro, et al.
Published: (2025) -
DeepCQ: General-Purpose Deep-Surrogate Framework for Lossy Compression Quality Prediction
by: Mumenin, Khondoker Mirazul, et al.
Published: (2025) -
Heterogeneous Memory Pool Tuning
by: Vaverka, Filip, et al.
Published: (2025)