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.
Authors
- A. Santoro (ORCID: https://orcid.org/0000-0002-0568-665X)
- I. Lomidze (ORCID: https://orcid.org/0009-0002-3901-2765)
- Neal Patrick Smith (ORCID: https://orcid.org/0000-0003-1394-3158)
- E. Asilar (ORCID: https://orcid.org/0000-0001-5680-599X)
- Andrés Cabrera (ORCID: https://orcid.org/0000-0002-0486-6296)
- P. Cao
- H. Kou (ORCID: https://orcid.org/0000-0003-4927-243X)
- C. Uribe Estrada (ORCID: https://orcid.org/0000-0002-2425-7340)
- J. Eysermans (ORCID: https://orcid.org/0000-0001-6483-7123)
- Jie Song (ORCID: https://orcid.org/0000-0002-4916-8272)
- H. Castilla-Valdez
- E. Zareian
- K. Skovpen (ORCID: https://orcid.org/0000-0002-1160-0621)
- I. Crotty
- A. Sánchez-Hernández (ORCID: https://orcid.org/0000-0001-9548-0358)
- E. Shumka (ORCID: https://orcid.org/0000-0002-0104-2574)
- A. Samalan (ORCID: https://orcid.org/0000-0001-9024-2609)
- C. Ávila (ORCID: https://orcid.org/0000-0002-5610-2693)
- P. Iaydjiev (ORCID: https://orcid.org/0000-0001-6330-0607)
- H. R. Hoorani (ORCID: https://orcid.org/0000-0002-0088-5043)
- F. Marujo da Silva (ORCID: https://orcid.org/0000-0002-3555-0489)
- M. Shopova (ORCID: https://orcid.org/0000-0001-6664-2493)
- E. Coelho (ORCID: https://orcid.org/0000-0001-6114-9907)
- Yeonsu Ryou (ORCID: https://orcid.org/0009-0002-2762-8650)
- A. Braghieri (ORCID: https://orcid.org/0000-0002-9606-5604)
- A. Dimitrov (ORCID: https://orcid.org/0000-0003-2899-701X)
- D. Ramos (ORCID: https://orcid.org/0000-0002-7165-1017)
- A. Petrov (ORCID: https://orcid.org/0009-0003-8899-1514)
- K. Mota Amarilo (ORCID: https://orcid.org/0000-0003-1707-3348)
- J. Shin (ORCID: https://orcid.org/0009-0007-8486-2482)
- Kyong Sei Lee (ORCID: https://orcid.org/0000-0002-3680-7039)
- L. Mundim (ORCID: https://orcid.org/0000-0001-9964-7805)
- F. Loddo (ORCID: https://orcid.org/0000-0001-9517-6815)
- G. Iaselli (ORCID: https://orcid.org/0000-0003-2546-5341)
- Q. Hou (ORCID: https://orcid.org/0009-0002-6715-3661)
- J. Zhao (ORCID: https://orcid.org/0000-0001-8365-7726)
- P. Salvini
- L. Litov (ORCID: https://orcid.org/0000-0002-8511-6883)
- R. Hadjiiska (ORCID: https://orcid.org/0000-0003-1824-1737)
- T. J. Kim (ORCID: https://orcid.org/0000-0001-8336-2434)
- I. Pedraza (ORCID: https://orcid.org/0000-0002-2669-4659)
- V. Amoozegar
- B. Pavlov (ORCID: https://orcid.org/0000-0003-3635-0646)
- E. M. Da Costa (ORCID: https://orcid.org/0000-0002-5016-6434)
- G. Sultanov (ORCID: https://orcid.org/0000-0002-8030-3866)
- Yasaman Hosseini (ORCID: https://orcid.org/0000-0001-8179-8963)
- G. A. Alves (ORCID: https://orcid.org/0000-0002-8369-1446)
- J.P. Pinheiro (ORCID: https://orcid.org/0009-0003-6293-3332)
- D.L. Ramirez Guadarrama (ORCID: https://orcid.org/0000-0001-7280-8269)
- P. Vitulo (ORCID: https://orcid.org/0000-0001-9247-7778)
- C. Riccardi
- Y. Assran (ORCID: https://orcid.org/0000-0001-6974-9595)
- Ashfaq Ahmad (ORCID: https://orcid.org/0000-0002-4770-1897)
- D. Piccolo (ORCID: https://orcid.org/0000-0001-5404-543X)
- S. Bianco (ORCID: https://orcid.org/0000-0002-8300-4124)
- M. Ebrahimi (ORCID: https://orcid.org/0000-0002-8967-7725)
- P. Paolucci (ORCID: https://orcid.org/0000-0002-8773-4781)
- Fabiola Vazquez Valencia (ORCID: https://orcid.org/0000-0001-6379-3982)
- F. Fienga (ORCID: https://orcid.org/0000-0001-5978-4952)
- A. Radi (ORCID: https://orcid.org/0000-0002-7857-3445)
- S. J. Qian (ORCID: https://orcid.org/0000-0002-0630-481X)
- G. Grenier (ORCID: https://orcid.org/0000-0002-1976-5877)
- C. Florez (ORCID: https://orcid.org/0000-0002-3222-0249)
- M. Gouzevitch (ORCID: https://orcid.org/0000-0002-5524-880X)
- J. A. Reyes Vega
- N. Zaganidis
- I. Bagaturia (ORCID: https://orcid.org/0000-0001-8646-4372)
- Zhenan Liu (ORCID: https://orcid.org/0000-0002-2896-1386)
- F. Carnevali (ORCID: https://orcid.org/0000-0003-3857-1231)
- J. Goh (ORCID: https://orcid.org/0000-0002-1129-2083)
- G. Pugliese (ORCID: https://orcid.org/0000-0001-5460-2638)
- Diego Andres Barbosa Trujillo (ORCID: https://orcid.org/0000-0001-6607-4238)
- Z. Tsamalaidze (ORCID: https://orcid.org/0000-0001-5377-3558)
- P. Montagna (ORCID: https://orcid.org/0000-0001-9647-9420)
- R. Aly (ORCID: https://orcid.org/0000-0001-6808-1335)
- M. Tytgat (ORCID: https://orcid.org/0000-0002-3990-2074)
- S. Choi (ORCID: https://orcid.org/0000-0001-6225-9876)
- B. Hong (ORCID: https://orcid.org/0000-0002-2259-9929)
- D. De Jesus Damião (ORCID: https://orcid.org/0000-0002-3769-1680)
- M. Thiel (ORCID: https://orcid.org/0000-0001-7139-7963)
- Mehar Ali Shah (ORCID: https://orcid.org/0009-0003-0581-9090)
- B. Boghrati
- S. Muhammad
- S. Meola (ORCID: https://orcid.org/0000-0002-8233-7277)
- M. Abbrescia (ORCID: https://orcid.org/0000-0001-8727-7544)
- R. Gomes De Souza (ORCID: https://orcid.org/0000-0003-4153-1126)
- S. Fonseca De Souza (ORCID: https://orcid.org/0000-0001-7830-0837)
- Y. Lee (ORCID: https://orcid.org/0000-0001-6954-9964)
- R. López-Fernández
- H. Nogima (ORCID: https://orcid.org/0000-0001-7705-1066)
- M. Ramirez-García (ORCID: https://orcid.org/0000-0002-4564-3822)
- M. A. Mahmoud (ORCID: https://orcid.org/0000-0001-8692-5458)
- S. Buontempo (ORCID: https://orcid.org/0000-0001-9526-556X)
- M. Mohammadi Najafabadi (ORCID: https://orcid.org/0000-0001-6131-5987)
- L. Mirabito
- M. I. Asghar (ORCID: https://orcid.org/0000-0002-7137-2106)
- W. Diao
- M. Barroso Ferreira Filho (ORCID: https://orcid.org/0000-0003-3904-0571)
- L. Benussi (ORCID: https://orcid.org/0000-0002-2363-8889)
- P. Petkov (ORCID: https://orcid.org/0000-0002-0420-9480)
- L. Lista (ORCID: https://orcid.org/0000-0001-6471-5492)
- N. De Filippis (ORCID: https://orcid.org/0000-0002-0625-6811)
- А. Александров (ORCID: https://orcid.org/0000-0001-6934-2541)
- F. Esfandi (ORCID: https://orcid.org/0009-0007-9245-0840)
Institutions
- Vrije Universiteit Brussel (BE)
- Bulgarian Academy of Sciences (BG)
- Ghent University (BE)
- Universidade do Estado do Rio de Janeiro (BR)
- Institute for Nuclear Research and Nuclear Energy (BG)
- Centro Brasileiro de Pesquisas Físicas (BR)
- Sofia University "St. Kliment Ohridski" (BG)
Publication Details
- Journal
- Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment
- Published
- 2025-04-14
- DOI
- https://doi.org/10.1016/j.nima.2025.170506
- Primary Topic
- Particle Detector Development and Performance
- Type
- article
- Field-Weighted Citation Impact
- 0.00