Rafael Pereira Pires

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rafael.pires@epfl.ch https://www.pires.tech/

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https://orcid.org/0000-0002-7826-1599

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EPFL IC IINFCOM SACS
BC 164 (Bâtiment BC)
Station 14
1015 Lausanne

+41 21 693 47 79
Office: BC 164
EPFL > IC > IINFCOM > SACS

Web site: Web site: https://www.epfl.ch/labs/sacs/

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Fields of expertise

Distributed systems, privacy and security.

Bio

Rafael Pires has a PhD in Computer Science (2019) from University of Neuchâtel, Switzerland, and is currently a postdoc researcher at EPFL, where he works with system problems that intersect with privacy and decentralized machine learning. He holds two Master degrees (Computer Science, 2009, and Mechatronics, 2014) and worked in the industry and public sector in Brazil. During this time, he was involved in projects as varied as embedded systems, robotics and computer forensics.

Publications

Infoscience publications

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication

M. A. de Vos; S. Farhadkhani; R. Guerraoui; A.-M. Kermarrec; R. Pereira Pires et al.

2023-12-14. 37th Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, December 10-16, 2023.

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Get More for Less in Decentralized Learning Systems

A. Dhasade; A.-M. Kermarrec; R. Pires; R. Sharma; M. Vujasinovic et al.

2023. ICDCS 2023 43rd IEEE International Conference on Distributed Computing Systems, Hong Kong, China, July 18-21, 2023. DOI : 10.1109/ICDCS57875.2023.00067.

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Decentralized learning made easy with DecentralizePy

A. B. Dhasade; A.-M. Kermarrec; R. Pereira Pires; R. Sharma; M. Vujasinovic

2023-05-08. 3rd Workshop on Machine Learning and Systems (EuroMLSys'23), Rome, Italy, May 8th. DOI : 10.1145/3578356.3592587.

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TEE-based decentralized recommender systems: The raw data sharing redemption

A. Dhasade; N. Dresevic; A.-M. Kermarrec; R. Pires

2022. 36th IEEE International Parallel & Distributed Processing Symposium (IPDPS '22), Virtual, May 30 - June 3 2022. DOI : 10.1109/IPDPS53621.2022.00050.

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Malware in the SGX supply chain: Be careful when signing enclaves!

V. Craciun; P. Felber; A. Mogage; E. Onica; R. Pereira Pires

IEEE Transactions on Dependable and Secure Computing. 2022. DOI : 10.1109/TDSC.2020.3024562.

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NVCache: A Plug-and-Play NVMM-based I/O Booster for Legacy Systems

R. Dulong; R. Pires; A. Correia; V. Schiavoni; P. Ramalhete et al.

2021-06-21. 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2021), [Virtual] Taipei, Taiwan, 21-24 June 2021. p. 186-198. DOI : 10.1109/DSN48987.2021.00033.

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Online People Directory

Rafael Pereira Pires

Fields of expertise

Bio

Publications

Infoscience publications

Epidemic Learning: Boosting Decentralized Learning with Randomized Communication

Get More for Less in Decentralized Learning Systems

Decentralized learning made easy with DecentralizePy

TEE-based decentralized recommender systems: The raw data sharing redemption

Malware in the SGX supply chain: Be careful when signing enclaves!

NVCache: A Plug-and-Play NVMM-based I/O Booster for Legacy Systems

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