Cover Image

Hardware-Agnostic and Insightful Efficiency Metrics for Accelerated Systems: Definition and Implementation within TALP

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rahimi, Ghazal, Lopez, Victor, Clascà, Marc, Català, Joan Vinyals Ylla, Labarta, Jesus, Garcia-Gasulla, Marta
Format:	Preprint
Published:	2026
Subjects:	Distributed, Parallel, and Cluster Computing Performance
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TALP-Pages: An easy-to-integrate continuous performance monitoring framework
by: Seitz, Valentin, et al.
Published: (2025)

Introducing MareNostrum5: A European pre-exascale energy-efficient system designed to serve a broad spectrum of scientific workloads
by: Banchelli, Fabio, et al.
Published: (2025)

Exploiting long vectors with a CFD code: a co-design show case
by: Blancafort, Marc, et al.
Published: (2024)

Data-Driven Analysis to Understand GPU Hardware Resource Usage of Optimizations
by: Islam, Tanzima Z., et al.
Published: (2024)

Accelerating Particle-in-Cell Monte Carlo Simulations with MPI, OpenMP/OpenACC and Asynchronous Multi-GPU Programming
by: Williams, Jeremy J., et al.
Published: (2024)

Comparing the Performance of Heterogeneous Conjugate Gradient and Cholesky Solvers on Various Hardware Using SYCL
by: Thüring, Tim, et al.
Published: (2026)

Understanding Power Consumption Metric on Heterogeneous Memory Systems
by: Proaño, Andrès Rubio, et al.
Published: (2024)

PICO: Performance Insights for Collective Operations
by: Pasqualoni, Saverio, et al.
Published: (2025)

PASTA: A Modular Program Analysis Tool Framework for Accelerators
by: Lin, Mao, et al.
Published: (2026)

LMDeploy Accelerates Mixed-Precision LLM Inference with TurboMind
by: Zhang, Li, et al.
Published: (2025)

DIAL: Decentralized I/O AutoTuning via Learned Client-side Local Metrics for Parallel File System
by: Rashid, Md Hasanur, et al.
Published: (2026)

Accelerating Gaussian beam tracing method with dynamic parallelism on graphics processing units
by: Sheng, Zhang, et al.
Published: (2025)

A Comparison of the Performance of the Molecular Dynamics Simulation Package GROMACS Implemented in the SYCL and CUDA Programming Models
by: Apanasevich, L., et al.
Published: (2024)

AcceleratedKernels.jl: Cross-Architecture Parallel Algorithms from a Unified, Transpiled Codebase
by: Nicusan, Andrei-Leonard, et al.
Published: (2025)

Orthrus: Accelerating Multi-BFT Consensus through Concurrent Partial Ordering of Transactions (Extended Version)
by: Lyu, Hanzheng, et al.
Published: (2024)

Extracting Practical, Actionable Energy Insights from Supercomputer Telemetry and Logs
by: Cornelius, Melanie, et al.
Published: (2025)

Enhancing Performance Insight at Scale: A Heterogeneous Framework for Exascale Diagnostics
by: Grbic, Dragana
Published: (2026)

Recorder: Comprehensive Parallel I/O Tracing and Analysis
by: Wang, Chen, et al.
Published: (2025)

Efficient Hardware Accelerator Based on Medium Granularity Dataflow for SpTRSV
by: Chen, Qian, et al.
Published: (2024)

Cloud to Edge: Benchmarking LLM Inference On Hardware-Accelerated Single-Board Computers
by: Renney, Harri, et al.
Published: (2026)

MPI Implementation Profiling for Better Application Performance
by: Shipley, Riley, et al.
Published: (2024)

Scaling Large-scale GNN Training to Thousands of Processors on CPU-based Supercomputers
by: Zhuang, Chen, et al.
Published: (2024)

Profiling and optimization of multi-card GPU machine learning jobs
by: Lawenda, Marcin, et al.
Published: (2025)

Optimal Parallel Scheduling under Concave Speedup Functions
by: Li, Chengzhang, et al.
Published: (2025)

WebAssembly and Unikernels: A Comparative Study for Serverless at the Edge
by: Besozzi, Valerio, et al.
Published: (2025)

Efficient GPU-Centered Singular Value Decomposition Using the Divide-and-Conquer Method
by: Liu, Shifang, et al.
Published: (2025)

Resource Management Schemes for Cloud-Native Platforms with Computing Containers of Docker and Kubernetes
by: Mao, Ying, et al.
Published: (2020)

Staging Blocked Evaluation over Structured Sparse Matrices
by: Das, Pratyush, et al.
Published: (2024)

Cloud Performance Decomposition for Long-Term Performance Engineering: A Case Study
by: Debnath, Shimul, et al.
Published: (2026)

Collaborative Processing for Multi-Tenant Inference on Memory-Constrained Edge TPUs
by: Ng, Nathan, et al.
Published: (2026)

Preliminary report: Initial evaluation of StdPar implementations on AMD GPUs for HPC
by: Lin, Wei-Chen, et al.
Published: (2024)

Serving Chain-structured Jobs with Large Memory Footprints with Application to Large Foundation Model Serving
by: Sun, Tingyang, et al.
Published: (2026)

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

Dissecting the software-based measurement of CPU energy consumption: a comparative analysis
by: Raffin, Guillaume, et al.
Published: (2024)

Bridding OT and PaaS in Edge-to-Cloud Continuum
by: Barrios, Carlos J, et al.
Published: (2025)

RAPID-LLM: Resilience-Aware Performance analysis of Infrastructure for Distributed LLM Training and Inference
by: Karfakis, George, et al.
Published: (2025)

Minos: Systematically Classifying Performance and Power Characteristics of GPU Workloads on HPC Clusters
by: Jain, Rutwik, et al.
Published: (2026)

Node Compass: Multilevel Tracing and Debugging of Request Executions in JavaScript-Based Web-Servers
by: Kabamba, Herve Mbikayi, et al.
Published: (2023)

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

Asymptotically Optimal Scheduling of Multiple Parallelizable Job Classes
by: Berg, Benjamin, et al.
Published: (2024)