Computer Science - Performance

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Performance TINA: Transforming Signal Processing for Neural Network Accelerators

TINA makes signal processing easier on neural network hardware.

Christiaan Boerkamp, Steven van der Vlugt, Zaid Al-Ars

2025-06-20T05:20:30+00:00 ― 6 min read

Latest Articles

Machine Learning Inf-MLLM: A New Approach to Multimodal Processing

Inf-MLLM enhances efficiency in handling complex data streams with limited resources.

Zhenyu Ning, Jieru Zhao, Qihao Jin

2025-06-14T00:57:12+00:00 ― 5 min read

Performance Automating Performance Models for DNN Accelerators

A new method predicts DNN performance on various hardware quickly and accurately.

Konstantin Lübeck, Alexander Louis-Ferdinand Jung, Felix Wedlich

2025-06-12T07:28:42+00:00 ― 7 min read

Distributed, Parallel, and Cluster Computing Advancements in GPU-Centric Communication

Exploring the shift toward GPU-centered methods for better computing performance.

Didem Unat, Ilyas Turimbetov, Mohammed Kefah Taha Issa

2025-06-11T21:04:36+00:00 ― 5 min read

Networking and Internet Architecture Starlink and the Future of Video Streaming

Exploring how Starlink influences video streaming globally.

Liz Izhikevich, Reese Enghardt, Te-Yuan Huang

2025-06-11T20:33:00+00:00 ― 5 min read

Computational Physics nekCRF: A New Tool for Combustion Research

nekCRF enhances combustion simulations for better efficiency and lower emissions.

Stefan Kerkemeier, Christos E. Frouzakis, Ananias G. Tomboulides

2025-06-10T14:49:36+00:00 ― 5 min read

Information Theory 5G Positioning: Advancements with UL-TDoA Technology

Learn how UL-TDoA enhances 5G positioning capabilities for various industries.

Adeel Malik, Mohsen Ahadi, Florian Kaltenberger

2025-06-10T04:01:03+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Assessing Blockchain Systems' Ability to Handle Failures

A study analyzing blockchain fault tolerance across five modern systems.

Vincent Gramoli, Rachid Guerraoui, Andrei Lebedev

2025-06-09T15:21:24+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing Improving Radiofrequency Ablation Simulations with Parallel Computing

This research enhances RFA simulations by applying parallel computing techniques to reduce execution time.

Marcelo Cogo Miletto, Claudio Schepke, Lucas Mello Schnorr

2025-06-09T13:07:06+00:00 ― 8 min read

Hardware Architecture Benchmarking AI Hardware Performance with CARAML

CARAML offers a new way to assess AI hardware efficiency in machine learning tasks.

Chelsea Maria John, Stepan Nassyr, Carolin Penke

2025-06-09T12:43:24+00:00 ― 5 min read

Performance Improving GMRES Efficiency with New Compression Technique

A novel compressor boosts GMRES performance in solving linear equations.

Thomas Grützmacher, Robert Underwood, Sheng Di

2025-06-07T17:24:18+00:00 ― 6 min read

Performance Evaluating Large Language Models on GPU Performance

A study comparing LLMs Mistral and LLaMa on different GPUs.

Yannis Bendi-Ouis, Dan Dutarte, Xavier Hinaut

2025-06-07T08:50:48+00:00 ― 7 min read

Machine Learning The Essence of Causal Discovery in Data Analysis

Discover how causal relationships impact decisions in various fields.

Ziyang Jiao, Ce Guo, Wayne Luk

2025-06-07T03:22:44+00:00 ― 8 min read

Distributed, Parallel, and Cluster Computing Evaluating the Performance of the LFRic Model on Supercomputers

A look at how LFRic performs on different supercomputers for weather predictions.

J. Mark Bull, Andrew Coughtrie, Deva Deeptimahanti

2025-06-06T12:10:30+00:00 ― 5 min read

Information Retrieval Insights from the Big ANN Challenge at NeurIPS 2023

Researchers tackled real-world data search challenges at NeurIPS 2023.

Harsha Vardhan Simhadri, Martin Aumüller, Amir Ingber

2025-06-06T05:35:30+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing EfiMon: A New Tool for Energy Measurement in Computing

A tool to analyze energy use by computer programs.

Luis G. León-Vega, Niccolò Tosato, Stefano Cozzini

2025-06-06T04:08:36+00:00 ― 5 min read

Quantum Physics Using Photonic Quantum Computers for Optimization Problems

Photonic quantum computers may revolutionize solving complex optimization challenges.

Mateusz Slysz, Krzysztof Kurowski, Grzegorz Waligóra

2025-06-06T01:58:24+00:00 ― 6 min read

Performance Zernike Polynomials: A Key Tool in Optics

Learn how Zernike Polynomials enhance optics and astrophysics.

Yigit Gunsur Elmacioglu, Rory Conlin, Daniel W. Dudt

2025-06-04T12:46:30+00:00 ― 5 min read

Data Structures and Algorithms Efficient Sparse Matrix Multiplication Techniques

Examining methods to optimize sparse matrix-vector multiplications for energy savings.

Francesco Tosoni, Philip Bille, Valerio Brunacci

2025-06-04T03:25:36+00:00 ― 7 min read

Performance Improving Job Scheduling in Multiserver Systems

A new framework aims to optimize job management in cloud and HPC environments.

Jonatha Anselmi, Josu Doncel

2025-06-04T01:58:42+00:00 ― 6 min read

Machine Learning Streamlining Computer Models for Faster Processing

A new method improves computer model efficiency while maintaining performance.

David A. Danhofer

2025-06-02T07:34:54+00:00 ― 6 min read

Performance Balancing Content Recommendations for Better Variety

Recommendation systems need to improve diversity and fairness in suggested content.

Evangelia Tzimpimpaki, Thrasyvoulos Spyropoulos

2025-06-01T18:09:06+00:00 ― 6 min read

Databases CAMP: A New Approach to Memory Management

CAMP improves memory use in apps, ensuring smooth operations.

Shahram Ghandeharizadeh, Sandy Irani, Jenny Lam

2025-06-01T08:48:12+00:00 ― 6 min read

Plasma Physics Advancements in Plasma Physics Simulations

Scientists enhance nuclear fusion research through adaptable computing frameworks.

Josef Ruzicka, Christian Asch, Esteban Meneses

2025-06-01T03:10:36+00:00 ― 8 min read

Cryptography and Security Improving Power Estimation in Multicore Chips

New method enhances power management in multicore systems by refining energy use estimation.

Mohamed R. Elshamy, Mehdi Elahi, Ahmad Patooghy

2025-06-01T02:34:30+00:00 ― 5 min read

Databases Revolutionizing Database Performance in NUMA Systems

A new framework enhances scheduling efficiency in NUMA systems for faster query processing.

Yeasir Rayhan, Walid G. Aref

2025-05-30T06:01:48+00:00 ― 9 min read

Networking and Internet Architecture TraDE: Revolutionizing Microservice Scheduling

Discover how TraDE ensures efficient microservice management amidst changing demands.

Ming Chen, Muhammed Tawfiqul Islam, Maria Rodriguez Read

2025-05-29T01:06:09+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing GPUVM: A New Era in Memory Management

GPUVM enhances GPU memory management for faster data processing.

Nurlan Nazaraliyev, Elaheh Sadredini, Nael Abu-Ghazaleh

2025-05-29T00:40:03+00:00 ― 6 min read

Cryptography and Security Balancing AI Efficiency with Environmental Responsibility

This paper examines energy-efficient approaches for AI in cybersecurity.

Pedro Pereira, Paulo Mendes, João Vitorino

2025-05-26T08:43:21+00:00 ― 7 min read

Performance Running Large Language Models Efficiently

A look at managing resources for better LLM performance.

Kyoungmin Kim, Kijae Hong, Caglar Gulcehre

2025-05-26T04:22:21+00:00 ― 6 min read

Performance A New Tool for Memory Performance Checking

This tool helps developers analyze memory use efficiently.

Ashwin Poduval, Hayden Coffey, Michael Swift

2025-05-21T21:29:42+00:00 ― 7 min read

Machine Learning Advancements in AI Speed with 4-Bit Attention

A new method speeds up AI processing without losing accuracy.

Jintao Zhang, Haofeng Huang, Pengle Zhang

2025-05-21T20:37:30+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing Raspberry Pi and Edge AI: A New Era for Smart Technology

Affordable AI on small devices makes smart tech accessible to everyone.

Zeinab Nezami, Maryam Hafeez, Karim Djemame

2025-05-20T23:18:36+00:00 ― 4 min read

Performance Enhancing LLM Speed with SparseInfer

SparseInfer improves large language models by boosting speed and reducing memory use.

Jiho Shin, Hoeseok Yang, Youngmin Yi

2025-05-18T09:28:00+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing MAS-Attention: Efficient Processing for Small Devices

A new approach to enhance attention mechanisms on low-power devices.

Mohammadali Shakerdargah, Shan Lu, Chao Gao

2025-05-17T09:49:20+00:00 ― 6 min read

Networking and Internet Architecture Hermes: A Solution for Internet Issues

Hermes improves internet speed and security using innovative proxies.

Behrooz Farkiani, Fan Liu, Ke Yang

2025-05-16T18:37:20+00:00 ― 6 min read

Data Structures and Algorithms Improving ANN Algorithms for Edge Devices

This paper evaluates ANN methods for efficient edge device performance.

Ali Ganbarov, Jicheng Yuan, Anh Le-Tuan

2025-05-14T01:36:00+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing Improving Efficiency in Language Models with Chameleon System

Chameleon system enhances language model performance by managing resources effectively.

Nikoleta Iliakopoulou, Jovan Stojkovic, Chloe Alverti

2025-05-11T00:08:00+00:00 ― 6 min read

Distributed, Parallel, and Cluster Computing SuperGCN: Advancing Graph Convolutional Network Training

SuperGCN improves training efficiency for large graphs using advanced CPU techniques.

Chen Zhuang, Peng Chen, Xin Liu

2025-05-10T16:57:20+00:00 ― 6 min read

Machine Learning Improving Graph Neural Networks for Faster Predictions

A new framework enhances Graph Neural Networks' efficiency and performance.

Jiahui Liu, Zhenkun Cai, Zhiyong Chen

2025-05-07T23:05:20+00:00 ― 5 min read

Image and Video Processing Improving Early Detection of Dementia with SKAD

New tool SKAD enhances early diagnosis of dementia and Alzheimer's disease.

Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo

2025-05-06T20:32:08+00:00 ― 7 min read