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Articles about Performance

Edge-First Language Model Inference: Models, Metrics, and Tradeoffs

Yesterday by Siyoung Jang and Roberto Morabito

Distributed, Parallel, and Cluster Computing, Artificial Intelligence

Performance of Confidential Computing GPUs

Yesterday by Antonio Martínez Ibarra and others

Optimizing Asynchronous Federated Learning: A~Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency

Yesterday by Abdelkrim Alahyane and others

Machine Learning, Performance

Towards Stream-Based Monitoring for EVM Networks

Yesterday by Emanuel Onica and others

Performance, Distributed, Parallel, and Cluster Computing

A Methodology to Evaluate Strategies Predicting Rankings on Unseen Domains

Yesterday by Sébastien Piérard and others

Performance, Computer Vision and Pattern Recognition

Bridging the Gap: Physical PCI Device Integration Into SystemC-TLM Virtual Platforms

Yesterday by Nils Bosbach and others

Software Engineering, Hardware Architecture

BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Yesterday by Yuxin Wang and others

Distributed, Parallel, and Cluster Computing, Performance

Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification

2 days ago by Arshia Kermani and others

Machine Learning, Artificial Intelligence

Extracting Practical, Actionable Energy Insights from Supercomputer Telemetry and Logs

2 days ago by Melanie Cornelius and others

Distributed, Parallel, and Cluster Computing, Performance

Task-parallelism in SWIFT for heterogeneous compute architectures

2 days ago by Abouzied M. A. Nasar and others

Performance, Instrumentation and Methods for Astrophysics

Heterogeneous Memory Pool Tuning

3 days ago by Filip Vaverka and others

Towards Efficient Multi-Scale Deformable Attention on NPU

3 days ago by Chenghuan Huang and others

Performance, Computer Vision and Pattern Recognition

Bayesian Hierarchical Models for Quantitative Estimates for Performance metrics applied to Saddle Search Algorithms

3 days ago by Rohit Goswami

Chemical Physics, Performance

Net-Zero: A Comparative Study on Neural Network Design for Climate-Economic PDEs Under Uncertainty

3 days ago by Carlos Rodriguez-Pardo and others

Machine Learning, Artificial Intelligence

eBPF-Based Instrumentation for Generalisable Diagnosis of Performance Degradation

3 days ago by Diogo Landau and others

Distributed, Parallel, and Cluster Computing, Performance

Effects of the Auto-Correlation of Delays on the Age of Information: A Gaussian Process Framework

4 days ago by Atsushi Inoie and Yoshiaki Inoue

Unleashing Automated Congestion Control Customization in the Wild

4 days ago by Amit Cohen and others

Networking and Internet Architecture, Artificial Intelligence

SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training

6 days ago by Jintao Zhang and others

Machine Learning, Artificial Intelligence

msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML

6 days ago by Zhaolan Huang and Emmanuel Baccelli

Machine Learning, Performance

Improving Assembly Code Performance with Large Language Models via Reinforcement Learning

6 days ago by Anjiang Wei and others

Computation and Language, Artificial Intelligence

Characterizing GPU Energy Usage in Exascale-Ready Portable Science Applications

6 days ago by William Godoy and others

Performance, Computational Engineering, Finance, and Science

MAS-Attention: Memory-Aware Stream Processing for Attention Acceleration on Resource-Constrained Edge Devices

7 days ago by Mohammadali Shakerdargah and others

Distributed, Parallel, and Cluster Computing, Artificial Intelligence

Assessing Tenstorrent's RISC-V MatMul Acceleration Capabilities

15 May 2025 by Hiari Pizzini Cavagna and others

Performance, Artificial Intelligence

An Integrated UVM-TLM Co-Simulation Framework for RISC-V Functional Verification and Performance Evaluation

15 May 2025 by Ruizhi Qiu and Yang Liu

Hardware Architecture, Performance

On the Partitioning of GPU Power among Multi-Instances

14 May 2025 by Tirth Vamja and others

Distributed, Parallel, and Cluster Computing, Performance

Statistical Modeling and Uncertainty Estimation of LLM Inference Systems

14 May 2025 by Kaustabha Ray and others

Geometric lower bounds for the steady-state occupancy of processing networks with limited connectivity

13 May 2025 by Diego Goldsztajn and Andres Ferragut

Probability, Performance

Revisiting 16-bit Neural Network Training: A Practical Approach for Resource-Limited Learning

13 May 2025 by Juyoung Yun and others

Machine Learning, Artificial Intelligence

Comparing Parallel Functional Array Languages: Programming and Performance

13 May 2025 by David Van Balen and others

Programming Languages, Distributed, Parallel, and Cluster Computing

USEFUSE: Uniform Stride for Enhanced Performance in Fused Layer Architecture of Deep Neural Networks

13 May 2025 by Muhammad Sohail Ibrahim and others

Machine Learning, Hardware Architecture

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