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Comprehensive CMS Dataset Monitoring Tool for Simulations and Events Analysis

The CMS Dataset Monitoring Tool is designed to efficiently compare simulations and events, aggregating vast amounts of data from the Data Aggregation Service (DAS). It streamlines the process of checking datasets by utilizing scripts and implementing a caching system to reduce server overloads. The web application provides an intuitive user interface, beautiful graphs, and features such as column filtering and sorting. Built with HTML5/CSS3 and D3.js, and powered by Python and CherryPy, it ensures high performance and reliability, making it essential for monitoring and evaluating CMS data activities.

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Comprehensive CMS Dataset Monitoring Tool for Simulations and Events Analysis

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  1. A CMS DATASET MONITORINGTOOL GUILLAUME Lastecoueres Polytech’Tours

  2. DAS • Simulations • Events We compare Simulations and Events Theseoperationsproduce a lot of data

  3. DAS • Data spreadintodifferents Services of CMS • It willtaketoomuch time to check everydatasets • Need Scripts Can overloard the server Need a cache

  4. DAS Services Services Services Services • DAS : Data AggregationService • One gate to services DAS

  5. DAS Services Services Services Services DAS

  6. GOAL Services Services Services Services • Create a web application • Get Data From DAS • Printthese data • See if the gridisworkinglikeexpected • To avoidsomuchacces to the DAS DAS

  7. ACDMW DAS Cache ACMW

  8. ACDMW Specification • Fancy Style • Nice UI and beautiful Graphs • Easy to use • SearchEngine • ColumnFilter • Sortingalgo • Quick and reliable • Algorithmics

  9. ACDMW GraphicLibrary • D3.js • HTML5/CSS3 • Server in Python • CheeryPy • Lots of algorithmics to get best performance possible !

  10. ACDMW • Old one : this one ! • New one : thisother one !

  11. Summarize • A necessity • A critical application • A Complex architecture

  12. Thankyou ! • Questions ?

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