Cover Image

Impact of Data-Oriented and Object-Oriented Design on Performance and Cache Utilization with Artificial Intelligence Algorithms in Multi-Threaded CPUs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Arantes, Gabriel M., Lucca, Giancarlo, Borges, Eduardo N., Pinto, Richard F., Dalmazo, Bruno L., Berri, Rafael A.
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Performance
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unveiling Stock Market Trends by Deep Learning Insights With Correction Factor and Recurrent Neural Networks
by: Jair O. González, et al.
Published: (2026)

Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements
by: Arantes, Gabriel M., et al.
Published: (2025)

THEAS: Efficient Power Management in Multi-Core CPUs via Cache-Aware Resource Scheduling
by: Muhammad, Said, et al.
Published: (2025)

A high-performance and portable implementation of the SISSO method for CPUs and GPUs
by: Eibl, Sebastian, et al.
Published: (2025)

Beyond Thread States: Diagnosing Performance Degradation with eBPF and Thread Dynamics
by: Landau, Diogo, et al.
Published: (2026)

Towards High-Performance and Portable Molecular Docking on CPUs through Vectorization
by: Accordi, Gianmarco, et al.
Published: (2025)

SAHM: State-Aware Heterogeneous Multicore for Single-Thread Performance
by: Wadle, Shayne, et al.
Published: (2025)

Evaluating the impact of the L3 cache size of AMD EPYC CPUs on the performance of CFD applications
by: Lawenda, Marcin, et al.
Published: (2025)

Performance Analysis of HPC applications on the Aurora Supercomputer: Exploring the Impact of HBM-Enabled Intel Xeon Max CPUs
by: Ibeid, Huda, et al.
Published: (2025)

A Magnified View into Heterogeneous-ISA Thread Migration Performance without State Transformation
by: Mavrogeorgis, Nikolaos, et al.
Published: (2025)

Optimizing CPU Cache Utilization in Cloud VMs with Accurate Cache Abstraction
by: Tofigh, Mani, et al.
Published: (2025)

A dynamic parallel method for performance optimization on hybrid CPUs
by: Yu, Luo, et al.
Published: (2024)

Reducing Tail Latencies Through Environment- and Neighbour-aware Thread Management
by: Jeffery, Andrew, et al.
Published: (2024)

Comparison of Vectorization Capabilities of Different Compilers for X86 and ARM CPUs
by: Sakib, Nazmus, et al.
Published: (2025)

Microarchitectural comparison and in-core modeling of state-of-the-art CPUs: Grace, Sapphire Rapids, and Genoa
by: Laukemann, Jan, et al.
Published: (2024)

Towards A Flexible Accuracy-Oriented Deep Learning Module Inference Latency Prediction Framework for Adaptive Optimization Algorithms
by: Shen, Jingran, et al.
Published: (2023)

CloverLeaf on Intel Multi-Core CPUs: A Case Study in Write-Allocate Evasion
by: Laukemann, Jan, et al.
Published: (2023)

Artificial Intelligence and its Impact on Academic Performance of students with Disabilities in Nasarawa State University, Keffi
by: Osita, Emmanuel Izuchukwu, et al.
Published: (2026)

Two Criteria for Performance Analysis of Optimization Algorithms
by: Jing, Yunpeng, et al.
Published: (2024)

Single-Thread JPEG Decoder Benchmarks Mis-Evaluate ML Data Loaders
by: Iglovikov, Vladimir, et al.
Published: (2026)

Using Evolutionary Algorithms to Find Cache-Friendly Generalized Morton Layouts for Arrays
by: Swatman, Stephen Nicholas, et al.
Published: (2023)

SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs
by: AbouElhamayed, Ahmed F., et al.
Published: (2025)

Improved vectorization of OpenCV algorithms for RISC-V CPUs
by: Volokitin, V. D., et al.
Published: (2023)

A Zoned Storage Optimized Flash Cache on ZNS SSDs
by: Yang, Chongzhuo, et al.
Published: (2024)

On Efficient Topology Management in Service-Oriented 6G Networks: An Edge Video Distribution Case Study
by: Ennaceur, Zied, et al.
Published: (2024)

Black-Scholes Option Pricing on Intel CPUs and GPUs: Implementation on SYCL and Optimization Techniques
by: Panova, Elena, et al.
Published: (2022)

gpu tracker: Python Package for Tracking and Profiling GPU and Other Hardware Utilization in Both Desktop and High-Performance Computing Environments
by: Huckvale, Erik D., et al.
Published: (2024)

Can Increasing the Hit Ratio Hurt Cache Throughput? (Long Version)
by: Qiu, Ziyue, et al.
Published: (2024)

Leveraging Approximate Caching for Faster Retrieval-Augmented Generation
by: Bergman, Shai, et al.
Published: (2025)

Understanding and Benchmarking Artificial Intelligence: OpenAI's o3 Is Not AGI
by: Pfister, Rolf, et al.
Published: (2025)

COMPASS: A Unified Decision-Intelligence System for Navigating Performance Trade-off in HPC
by: Lahiry, Ankur, et al.
Published: (2026)

Implementing Results-Oriented Management in Academic Libraries.
by: Waldhart, Thomas J.
Published: (1978)

LLload: An Easy-to-Use HPC Utilization Tool
by: Byun, Chansup, et al.
Published: (2024)

XRFlux: Virtual Reality Benchmark for Edge Caching Systems
by: Alfares, Nader, et al.
Published: (2024)

SparseX: Efficient Segment-Level KV Cache Sharing for Interleaved LLM Serving
by: Zhang, Quqing, et al.
Published: (2026)

Tail Optimality and Performance Analysis of the Nudge*(M) Scheduling Algorithm
by: Charlet, Nils, et al.
Published: (2024)

Modeling Utilization to Identify Shared-Memory Atomic Bottlenecks
by: Dong, Rongcui, et al.
Published: (2025)

Da artificação do sagrado nos museus: entre o teatro e a sacralidade
by: Bruno Brulon
Published: (2013)

One-Hop Sub-Query Result Caches for Graph Database Systems
by: Nguyen, Hieu, et al.
Published: (2024)

Performance of Genetic Algorithms in the Context of Software Model Refactoring
by: Cortellessa, Vittorio, et al.
Published: (2023)