A new system enhances the output and cost-effectiveness of large language models.
― 7 min read
Computer Science - Performance
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A system that optimizes calculations for sparse matrices using blocked storage.
― 6 min read
Research focuses on optimizing transformers for small devices with limited resources.
― 7 min read
Analyzing hardware and software for efficient quantum computing solutions.
― 6 min read
Examining how customers choose between serving stations and its impact.
― 7 min read
Explore performance modeling to enhance efficiency in multi-GPU machine learning training.
― 4 min read
LLAMP assesses network latency tolerance for high-performance computing applications effectively.
― 7 min read
Synthetic data provides cost-effective solutions while ensuring privacy and reducing bias.
― 5 min read
New techniques reduce memory access and boost performance in deep learning models.
― 4 min read
A new method improves machine learning training efficiency while protecting data privacy.
― 6 min read
A look into network slicing and resource management in modern mobile networks.
― 6 min read
A new system improves efficiency in analyzing graph data patterns.
― 6 min read
New methods improve QR factorization for large, ill-conditioned matrices.
― 5 min read
A look into how queuing systems can improve efficiency.
― 6 min read
New enhancements to BIT1 improve plasma simulation performance using advanced computing techniques.
― 6 min read
CXL memory boosts capacity and efficiency for demanding applications.
― 5 min read
A flexible framework improves device placement in AI models for better performance.
― 7 min read
A new platform enhancing data processing using smart NICs.
― 6 min read
This study assesses GPU benefits for CFD simulations in terms of speed, power, and costs.
― 7 min read
This article examines how data arrangement impacts program speed and efficiency.
― 5 min read
Examining the security challenges and solutions for RIC in Open RAN networks.
― 7 min read
Leveraging reinforcement learning to optimize job scheduling using Gittins index techniques.
― 5 min read
GROMACS integrates SYCL for improved performance on AMD GPUs in molecular dynamics simulations.
― 7 min read
A strategy to improve server allocation for better job execution and reduced delays.
― 6 min read
Using AI to automate vectorization, enhancing code efficiency and correctness.
― 6 min read
Optimizing multi-hop reasoning improves speed and accuracy for complex data analysis.
― 6 min read
This research examines how variable arrival and service rates affect queues.
― 6 min read
Addressing the cold start problem with new profiling techniques for better app performance.
― 5 min read
A look at efficient resource allocation in quantum networks and the role of EGS.
― 5 min read
Techniques to speed up checkpoint creation for deep learning models.
― 5 min read
Enhancing response times for large language models using a new adaptive approach.
― 9 min read
CEBench helps businesses and researchers assess LLMs while managing costs and performance.
― 5 min read
A look at how autotuning enhances mixed-kernel SVMs for data analysis.
― 5 min read
LLload makes it easier to track job performance on HPC systems.
― 5 min read
MIREncoder improves code optimization using multi-modal representation and machine learning.
― 7 min read
SPOGA accelerates deep neural networks with improved speed and energy efficiency.
― 5 min read
ConvBench offers a new way to assess convolution algorithm performance effectively.
― 6 min read
Learn effective methods to estimate the energy footprint of software.
― 7 min read
A new approach to reduce tail latency in applications using a dynamic thread pool.
― 6 min read
This paper analyzes the importance of auto-tuning for AMD GPUs in high-performance computing.
― 6 min read
A new framework estimates how deep learning models perform on various GPUs.
― 7 min read