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Introduction:

  • Introduction
  • Basic Concepts
  • Selected Publications

Guides:

  • User Guide
  • Administrator Guide
  • Developer Guide

PanDA Internals:

  • System Architecture
  • Database
  • Installation

Advanced Topics:

  • System Configuration Parameters in Database
  • PanDA Daemon
  • Brokerage
  • Job Sizing
  • Computing Resource Allocations
  • Dynamic Optimization of Task Parameters
  • Messaging Mechanism
  • Integration with CRIC
  • Deployment of Custom IAM
  • Working with iDDS
  • Job Retry Module
  • JEDI Watchdogs
  • Site & Task Classification
  • Estimation of PanDA job carbon footprint
  • Descriptions of task parameters dictating their behavior
  • Data Carousel for analysis
  • Enabling PandaMCP

ATLAS specific documentation:

  • Central Services Operations corner
  • ATLAS PanDA server instances
  • ATLAS JEDI instances
  • ATLAS PanDA cache instances
PanDAWMS
  • Selected Publications

Selected Publications

Table of Contents

  • 2025

  • 2024

  • 2023

  • 2019

  • 2018

  • 2016


2025

Modernizing ATLAS PanDA for a sustainable multi-experiment future, CHEP 2024

2024

PanDA: Production and Distributed Analysis System, Computing and Software for Big Science

Operational Experience and R&D results using the Google Cloud for High Energy Physics in the ATLAS experiment, arXiv and International Journal of Modern Physics A

2023

US ATLAS and US CMS HPC and Cloud Blueprint, arXiv

Integrating the PanDA Workload Management System with the Vera C. Rubin Observatory, CHEP 2023

Distributed Machine Learning Workflow with PanDA and iDDS in LHC ATLAS, CHEP 2023

Utilizing Distributed Heterogeneous Computing with PanDA in ATLAS, CHEP 2023

Accelerating science: The usage of commercial clouds in ATLAS Distributed Computing, CHEP 2023

2019

Managing the ATLAS Grid through Harvester, CHEP 2019

Using Kubernetes as an ATLAS computing site, CHEP 2019

2018

ATLAS Global Shares implementation in PanDA, CHEP 2018

The future of distributed computing systems in ATLAS: Boldly venturing beyond grids, CHEP 2018

Harvester : an edge service harvesting heterogeneous resources for ATLAS, CHEP 2018

The Data Ocean project : An ATLAS and Google R&D collaboration, CHEP 2018

BigPanDA: PanDA Workload Management System and its Applications beyond ATLAS, CHEP 2018

2016

ATLAS WORLD-cloud and networking in PanDA, CHEP 2016

PanDA for ATLAS distributed computing in the next decade, CHEP 2016

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