CEBench helps businesses and researchers assess LLMs while managing costs and performance.
― 5 min read
Computer Science - Performance
RSSA 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
Simopt enhances FPGA design by leveraging simulation data for improved performance.
― 5 min read
RASM improves wireless communication efficiency and reliability through innovative techniques.
― 5 min read
A new method estimates power use and heat in CNN accelerators for better performance.
― 5 min read
A new approach to calculate PageRank scores in changing networks.
― 6 min read
A powerful simulator designed to enhance self-driving car training through rapid scenario generation.
― 5 min read
An analysis of popular Linux filesystems based on their performance with large file counts.
― 6 min read
Tapis enhances job scheduling by predicting wait times for faster results.
― 4 min read
A novel method for analyzing cloud system performance through detailed simulations.
― 7 min read
A new framework uses AI to enhance Java performance testing accuracy and efficiency.
― 6 min read
A guide for developers on memory power usage in high-performance computing.
― 5 min read
A method for simulating fluid flow in complex environments.
― 6 min read
Enhancing data processing speeds in high-performance Particle-in-Cell simulations.
― 6 min read
A study on improving GPU efficiency through targeted optimization techniques.
― 5 min read
Exploring communication methods within multi-GPU supercomputers for enhanced performance.
― 6 min read
New methods enhance the efficiency and accuracy of weather predictions.
― 5 min read
TINA makes signal processing easier on neural network hardware.
― 6 min read
A comprehensive tool for evaluating high-performance computing systems.
― 6 min read
A new method helps identify performance issues in complex software systems.
― 6 min read
DiOMP combines PGAS and OpenMP for efficient distributed systems programming.
― 6 min read
This article examines AI's growing energy needs and its implications for power systems.
― 5 min read
Analyzing energy consumption in supercomputers for enhanced efficiency.
― 7 min read
Inf-MLLM enhances efficiency in handling complex data streams with limited resources.
― 5 min read
A new method predicts DNN performance on various hardware quickly and accurately.
― 7 min read
Exploring the shift toward GPU-centered methods for better computing performance.
― 5 min read
Exploring how Starlink influences video streaming globally.
― 5 min read
nekCRF enhances combustion simulations for better efficiency and lower emissions.
― 5 min read
Learn how UL-TDoA enhances 5G positioning capabilities for various industries.
― 6 min read
A study analyzing blockchain fault tolerance across five modern systems.
― 5 min read
This research enhances RFA simulations by applying parallel computing techniques to reduce execution time.
― 8 min read
CARAML offers a new way to assess AI hardware efficiency in machine learning tasks.
― 5 min read