CMS RPC Non-Physics Event Data Automation Ideology
CMS RPC Non-Physics Event Data Automation Ideology
This paper presents a streamlined framework for real-time processing and analysis of condition data from the CMS experiment Resistive Plate Chambers (RPC). Leveraging data streaming, it uncovers correlations between RPC performance metrics, like currents and rates, and LHC luminosity or environmental conditions. The Java-based framework automates data handling and predictive modeling, integrating extensive datasets into synchronized, query-optimized tables. By segmenting LHC operations and analyzing larger virtual detector objects, the automation enhances monitoring precision, accelerates visualization, and provides predictive insights, revolutionizing RPC performance evaluation and future behavior modeling.
I. B. Laktineh、G. Pugliese、E. Zareian、Z. Tsamalaidze、V. Amoozegarp、B. Boghrati、M. Ebrahimi、F. Esfandi、Y. Hosseini、L. Mirabito、I. Bagaturia、I. Lomidze、M. Mohammadi Najafabadi、D. Ramos、A. Dimitrov、M. Tytgat、K. Mota Amarilo、A. Samalan、K. Skovpen、G. A. Alves、E. Alves Coelho、F. Marujo da Silva、M. Barroso Ferreira Filho、E. M. Da Costa、D. De Jesus Damiao、S. Fonseca De Souza、R. Gomes De Souza、L. Mundim、H. Nogima、J. P. Pinheiro、A. Santoro、M. Thiel、A. Aleksandrov、R. Hadjiiska、P. Iaydjiev、M. Shopova、G. Sultanov、L. Litov、B. Pavlov、P. Petkov、A. Petrov、E. Shumka、P. Cao、W. Diao、Q. Hou、H. Kou、Z. -A. Liu、J. Song、J. Zhao、S. J. Qian、C. Avila、D. A. Barbosa Trujillo、A. Cabrera、C. A. Florez、J. A. Reyes Vega、R. Aly、A. Radi、Y. Assran、I. Crotty、M. A. Mahmoud、M. Gouzevitch、G. Grenier、F. Fienga、L. Lista、J. Goh、J. Shin、Y. Lee、I. Pedraza、C. Uribe Estrada、H. Castilla-Valdez、R. Lopez-Fernandez、A. Sanchez Hernandez、M. Ramirez Garcia、D. L. Ramirez Guadarrama、M. A. Shah、E. Vazquez、N. Zaganidis、A. Ahmad、M. I. Asghar、H. R. Hoorani、S. Muhammad、J. Eysermans、L. Benussi、S. Bianco、S. Meola、D. Piccolo、S. Buontempo、F. Carnevali、M. Abbrescia、N. De Filippis、G. Iaselli、F. Loddo、P. Paolucci、A. Braghieri、P. Montagna、C. Riccardi、P. Salvini、P. Vitulo、E. Asilar、T. J. Kim、Y. Ryou、S. Choi、B. Hong、K. S. Lee
自动化技术、自动化技术设备计算技术、计算机技术
I. B. Laktineh,G. Pugliese,E. Zareian,Z. Tsamalaidze,V. Amoozegarp,B. Boghrati,M. Ebrahimi,F. Esfandi,Y. Hosseini,L. Mirabito,I. Bagaturia,I. Lomidze,M. Mohammadi Najafabadi,D. Ramos,A. Dimitrov,M. Tytgat,K. Mota Amarilo,A. Samalan,K. Skovpen,G. A. Alves,E. Alves Coelho,F. Marujo da Silva,M. Barroso Ferreira Filho,E. M. Da Costa,D. De Jesus Damiao,S. Fonseca De Souza,R. Gomes De Souza,L. Mundim,H. Nogima,J. P. Pinheiro,A. Santoro,M. Thiel,A. Aleksandrov,R. Hadjiiska,P. Iaydjiev,M. Shopova,G. Sultanov,L. Litov,B. Pavlov,P. Petkov,A. Petrov,E. Shumka,P. Cao,W. Diao,Q. Hou,H. Kou,Z. -A. Liu,J. Song,J. Zhao,S. J. Qian,C. Avila,D. A. Barbosa Trujillo,A. Cabrera,C. A. Florez,J. A. Reyes Vega,R. Aly,A. Radi,Y. Assran,I. Crotty,M. A. Mahmoud,M. Gouzevitch,G. Grenier,F. Fienga,L. Lista,J. Goh,J. Shin,Y. Lee,I. Pedraza,C. Uribe Estrada,H. Castilla-Valdez,R. Lopez-Fernandez,A. Sanchez Hernandez,M. Ramirez Garcia,D. L. Ramirez Guadarrama,M. A. Shah,E. Vazquez,N. Zaganidis,A. Ahmad,M. I. Asghar,H. R. Hoorani,S. Muhammad,J. Eysermans,L. Benussi,S. Bianco,S. Meola,D. Piccolo,S. Buontempo,F. Carnevali,M. Abbrescia,N. De Filippis,G. Iaselli,F. Loddo,P. Paolucci,A. Braghieri,P. Montagna,C. Riccardi,P. Salvini,P. Vitulo,E. Asilar,T. J. Kim,Y. Ryou,S. Choi,B. Hong,K. S. Lee.CMS RPC Non-Physics Event Data Automation Ideology[EB/OL].(2025-04-11)[2025-05-19].https://arxiv.org/abs/2504.08991.点此复制
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