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Wegner, Tobias: Data-driven Integration Models for Commercial Cloud Storage : Application and Evaluation in the ATLAS Experiment. Wuppertal, 2023
Content
Introduction
Context
Motivation
Outline
Background
ATLAS Computing Fundamentals
ATLAS Data
Worldwide LHC Computing Grid
ATLAS Distributed Computing
Commercial Clouds
Overview
Google Cloud Platform
Related Cloud Projects
Related Models
Data Carousel model
Hot/Cold Storage model
Related Simulation Tools
Requirements
Considered Simulation Tools
Discussion
Simulation Tool Architecture
Overview
Architecture Requirements
Simulation Types
Architecture Description
Modules
Interfaces
Common Concepts
Discussion of the Architecture
Event Size
Simplifications
Output Module
Simulation Tool Implementation
Overview
Software Dependencies
Design Patterns
Simulation Configuration System
Simulation Run Time
Module Implementations
Infrastructure Module
Cloud Module
Simulation Module
Output Module
Simulation Tool Validation
Simulation Setup
Parameters calculation and configuration
Evaluation
General Scalability Considerations
Run time scalability of the validation
HCDC model
Overview
Motivation
Model Variations
Simulation Implementation
Infrastructure Configuration
Transfer Generator Implemenntation
Used Parameters
Performance
Evaluation of the Results
Methodology
Evaluation Implementation
Results
Conclusion