Rafael Pires

69 papers A* 3A 11B 5Journal 39Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Catapults to the Rescue: Accelerating Vector Search by Exploiting Query Locality.
CoRR
Sami Abuzakuk, Anne-Marie Kermarrec, Rafael Pires, Mathis Randl, Martijn de Vos
2026 J jnl
Effective LoRA Adapter Routing using Task Representations.
CoRR
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Igor Pavlovic, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
2026 J jnl
Mosaic Learning: A Framework for Decentralized Learning with Model Fragmentation.
CoRR
Sayan Biswas, Davide Frey, Romaric Gaudel, Nirupam Gupta, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani, Martijn de Vos
2026 — conf
Orbit: Efficient Agentic Inference using Priority Scheduling.
EuroMLSys@EuroSys
Sami Abuzakuk, Anne-Marie Kermarrec, Palak, Rafael Pires, Rishi Sharma, Martijn de Vos
2026 — conf
RIVA: Leveraging LLM Agents for Reliable Configuration Drift Detection.
EuroMLSys@EuroSys
Sami Abuzakuk, Lucas Crijns, Anne-Marie Kermarrec, Rafael Pires, Martijn de Vos
2026 J jnl
RIVA: Leveraging LLM Agents for Reliable Configuration Drift Detection.
CoRR
Sami Abuzakuk, Lucas Crijns, Anne-Marie Kermarrec, Rafael Pires, Martijn de Vos
2026 — conf
The Cost of Expertise: Understanding MoE Decode Performance.
EuroMLSys@EuroSys
Sami Abuzakuk, Oana Balmau, Jiaxuan Chen, Anne-Marie Kermarrec, Rafael Pires, Ramya Prabhu, Martijn de Vos
2025 — conf
Accelerating MoE Model Inference with Expert Sharding.
EuroMLSys
Oana Balmau, Anne-Marie Kermarrec, Rafael Pires, André Loureiro Espírito Santo, Martijn de Vos, Milos Vujasinovic
2025 J jnl
Accelerating MoE Model Inference with Expert Sharding.
CoRR
Oana Balmau, Anne-Marie Kermarrec, Rafael Pires, André Loureiro Espírito Santo, Martijn de Vos, Milos Vujasinovic
2025 A* conf
Boosting Asynchronous Decentralized Learning with Model Fragmentation.
WWW
Sayan Biswas, Anne-Marie Kermarrec, Alexis Marouani, Rafael Pires, Rishi Sharma, Martijn de Vos
2025 J jnl
Boosting Resource-Constrained Federated Learning Systems With Guessed Updates.
IEEE Trans. Parallel Distributed Syst.
Mohamed Yassine Boukhari, Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Othmane Safsafi, Rishi Sharma
2025 — conf
Efficient Federated Search for Retrieval-Augmented Generation.
EuroMLSys
Rachid Guerraoui, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
2025 J jnl
Efficient Federated Search for Retrieval-Augmented Generation.
CoRR
Rachid Guerraoui, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
2025 — conf
Efficient Pyramidal Analysis of Gigapixel Images on a Decentralized Modest Computer Cluster.
Euro-Par (3)
Marie Reinbigler, Rishi Sharma, Rafael Pires, Elisabeth Brunet, Anne-Marie Kermarrec, Catalin I. Fetita
2025 J jnl
Efficient Pyramidal Analysis of Gigapixel Images on a Decentralized Modest Computer Cluster.
CoRR
Marie Reinbigler, Rishi Sharma, Rafael Pires, Elisabeth Brunet, Anne-Marie Kermarrec, Catalin I. Fetita
2025 J jnl
HarMoEny: Efficient Multi-GPU Inference of MoE Models.
CoRR
Zachary Doucet, Rishi Sharma, Martijn de Vos, Rafael Pires, Anne-Marie Kermarrec, Oana Balmau
2025 — conf
Harnessing Increased Client Participation with Cohort-Parallel Federated Learning.
EuroMLSys
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Tuan-Anh Nguyen, Rafael Pires, Martijn de Vos
2025 — conf
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation.
EuroMLSys
Shai Aviram Bergman, Ji Zhang, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
2025 A conf
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation.
Middleware
Shai Bergman, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos, Ji Zhang
2025 J jnl
Leveraging Approximate Caching for Faster Retrieval-Augmented Generation.
CoRR
Shai Bergman, Ji Zhang, Anne-Marie Kermarrec, Diana Petrescu, Rafael Pires, Mathis Randl, Martijn de Vos
2025 J jnl
Low-Cost Privacy-Preserving Decentralized Learning.
Proc. Priv. Enhancing Technol.
Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani
2025 J jnl
Noiseless Privacy-Preserving Decentralized Learning.
Proc. Priv. Enhancing Technol.
Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos
2024 J jnl
Beyond Noise: Privacy-Preserving Decentralized Learning with Virtual Nodes.
CoRR
Sayan Biswas, Mathieu Even, Anne-Marie Kermarrec, Laurent Massoulié, Rafael Pires, Rishi Sharma, Martijn de Vos
2024 J jnl
Boosting Asynchronous Decentralized Learning with Model Fragmentation.
CoRR
Sayan Biswas, Anne-Marie Kermarrec, Alexis Marouani, Rafael Pires, Rishi Sharma, Martijn de Vos
2024 — conf
Energy-Aware Decentralized Learning with Intermittent Model Training.
IPDPS (Workshops)
Martijn de Vos, Akash Balasaheb Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma
2024 J jnl
Energy-Aware Decentralized Learning with Intermittent Model Training.
CoRR
Akash Balasaheb Dhasade, Paolo Dini, Elia Guerra, Anne-Marie Kermarrec, Marco Miozzo, Rafael Pires, Rishi Sharma, Martijn de Vos
2024 J jnl
Harnessing Increased Client Participation with Cohort-Parallel Federated Learning.
CoRR
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Tuan-Anh Nguyen, Rafael Pires, Martijn de Vos
2024 J jnl
Low-Cost Privacy-Aware Decentralized Learning.
CoRR
Sayan Biswas, Davide Frey, Romaric Gaudel, Anne-Marie Kermarrec, Dimitri Lerévérend, Rafael Pires, Rishi Sharma, François Taïani
2024 A* conf
Revisiting Ensembling in One-Shot Federated Learning.
NeurIPS
Youssef Allouah, Akash Balasaheb Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-Marie Kermarrec, Rafael Pinot, Rafael Pires, Rishi Sharma
2024 J jnl
Revisiting Ensembling in One-Shot Federated Learning.
CoRR
Youssef Allouah, Akash Balasaheb Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-Marie Kermarrec, Rafael Pinot, Rafael Pires, Rishi Sharma
2024 J jnl
Secure Aggregation Meets Sparsification in Decentralized Learning.
CoRR
Sayan Biswas, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
2023 — conf
Decentralized Learning Made Easy with DecentralizePy.
EuroMLSys@EuroSys
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
2023 J jnl
Decentralized Learning Made Easy with DecentralizePy.
CoRR
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic
2023 A* conf
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication.
NeurIPS
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
2023 J jnl
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication.
CoRR
Martijn de Vos, Sadegh Farhadkhani, Rachid Guerraoui, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma
2023 A conf
Get More for Less in Decentralized Learning Systems.
ICDCS
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
2023 J jnl
Get More for Less in Decentralized Learning Systems.
CoRR
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma, Milos Vujasinovic, Jeffrey Wigger
2022 J jnl
Malware in the SGX Supply Chain: Be Careful When Signing Enclaves!
IEEE Trans. Dependable Secur. Comput.
Vlad Craciun, Pascal Felber, Andrei Mogage, Emanuel Onica, Rafael Pires
2022 A conf
TEE-based decentralized recommender systems: The raw data sharing redemption.
IPDPS
Akash Balasaheb Dhasade, Nevena Dresevic, Anne-Marie Kermarrec, Rafael Pires
2022 J jnl
TEE-based decentralized recommender systems: The raw data sharing redemption.
CoRR
Akash Balasaheb Dhasade, Nevena Dresevic, Anne-Marie Kermarrec, Rafael Pires
2021 J jnl
Guess what? You can boost Federated Learning for free.
CoRR
Akash Balasaheb Dhasade, Anne-Marie Kermarrec, Rafael Pires
2021 A conf
NVCache: A Plug-and-Play NVMM-based I/O Booster for Legacy Systems.
DSN
Rémi Dulong, Rafael Pires, Andreia Correia, Valerio Schiavoni, Pedro Ramalhete, Pascal Felber, Gaël Thomas
2021 J jnl
NVCache: A Plug-and-Play NVMM-based I/O Booster for Legacy Systems.
CoRR
Rémi Dulong, Rafael Pires, Andreia Correia, Valerio Schiavoni, Pedro Ramalhete, Pascal Felber, Gaël Thomas
2021 J jnl
Security, Performance and Energy Implications of Hardware-assisted Memory Protection Mechanisms on Event-based Streaming Systems.
CoRR
Christian Göttel, Rafael Pires, Isabelly Rocha, Sébastien Vaucher, Pascal Felber, Marcelo Pasin, Valerio Schiavoni
2020 A conf
Trust Management as a Service: Enabling Trusted Execution in the Face of Byzantine Stakeholders.
DSN
Franz Gregor, Wojciech Ozga, Sébastien Vaucher, Rafael Pires, Do Le Quoc, Sergei Arnautov, André Martin, Valerio Schiavoni, Pascal Felber, Christof Fetzer
2020 J jnl
Trust Management as a Service: Enabling Trusted Execution in the Face of Byzantine Stakeholders.
CoRR
Franz Gregor, Wojciech Ozga, Sébastien Vaucher, Rafael Pires, Do Le Quoc, Sergei Arnautov, André Martin, Valerio Schiavoni, Pascal Felber, Christof Fetzer
2019 B conf
Anonymous and Confidential File Sharing over Untrusted Clouds.
SRDS
Stefan Contiu, Sébastien Vaucher, Rafael Pires, Marcelo Pasin, Pascal Felber, Laurent Réveillère
2019 J jnl
Anonymous and confidential file sharing over untrusted clouds.
CoRR
Stefan Contiu, Sébastien Vaucher, Rafael Pires, Marcelo Pasin, Pascal Felber, Laurent Réveillère
2019 J jnl
Security, Performance and Energy Trade-offs of Hardware-assisted Memory Protection Mechanisms.
CoRR
Christian Göttel, Rafael Pires, Isabelly Rocha, Sébastien Vaucher, Pascal Felber, Marcelo Pasin, Valerio Schiavoni
2019 B conf
Supply Chain Malware Targets SGX: Take Care of what you Sign.
SRDS
Andrei Mogage, Rafael Pires, Vlad Craciun, Emanuel Onica, Pascal Felber
2019 J jnl
Supply chain malware targets SGX: Take care of what you sign.
CoRR
Andrei Mogage, Rafael Pires, Vlad Craciun, Emanuel Onica, Pascal Felber
2018 J jnl
CYCLOSA: Decentralizing Private Web Search Through SGX-Based Browser Extensions.
CoRR
Rafael Pires, David Goltzsche, Sonia Ben Mokhtar, Sara Bouchenak, Antoine Boutet, Pascal Felber, Rüdiger Kapitza, Marcelo Pasin, Valerio Schiavoni
2018 A conf
CYCLOSA: Decentralizing Private Web Search through SGX-Based Browser Extensions.
ICDCS
Rafael Pires, David Goltzsche, Sonia Ben Mokhtar, Sara Bouchenak, Antoine Boutet, Pascal Felber, Rüdiger Kapitza, Marcelo Pasin, Valerio Schiavoni
2018 A conf
IBBE-SGX: Cryptographic Group Access Control Using Trusted Execution Environments.
DSN
Stefan Contiu, Rafael Pires, Sébastien Vaucher, Marcelo Pasin, Pascal Felber, Laurent Réveillère
2018 J jnl
IBBE-SGX: Cryptographic Group Access Control using Trusted Execution Environments.
CoRR
Stefan Contiu, Rafael Pires, Sébastien Vaucher, Marcelo Pasin, Pascal Felber, Laurent Réveillère
2018 A conf
SGX-Aware Container Orchestration for Heterogeneous Clusters.
ICDCS
Sébastien Vaucher, Rafael Pires, Pascal Felber, Marcelo Pasin, Valerio Schiavoni, Christof Fetzer
2018 J jnl
SGX-Aware Container Orchestration for Heterogeneous Clusters.
CoRR
Sébastien Vaucher, Rafael Pires, Pascal Felber, Marcelo Pasin, Valerio Schiavoni, Christof Fetzer
2018 J jnl
SecureCloud: Secure Big Data Processing in Untrusted Clouds.
CoRR
Florian Kelbert, Franz Gregor, Rafael Pires, Stefan Köpsell, Marcelo Pasin, Aurélien Havet, Valerio Schiavoni, Pascal Felber, Christof Fetzer, Peter R. Pietzuch
2018 J jnl
SecureStreams: A Reactive Middleware Framework for Secure Data Stream Processing.
CoRR
Aurélien Havet, Rafael Pires, Pascal Felber, Marcelo Pasin, Romain Rouvoy, Valerio Schiavoni
2018 B conf
Security, Performance and Energy Implications of Hardware-Assisted Memory Protection Mechanisms on Event-Based Streaming Systems.
SRDS
Christian Göttel, Rafael Pires, Isabelly Rocha, Sébastien Vaucher, Pascal Felber, Marcelo Pasin, Valerio Schiavoni
2018 B conf
Security, Performance and Energy Trade-Offs of Hardware-Assisted Memory Protection Mechanisms.
SRDS
Christian Göttel, Rafael Pires, Isabelly Rocha, Sébastien Vaucher, Pascal Felber, Marcelo Pasin, Valerio Schiavoni
2018 J jnl
X-Search: Revisiting Private Web Search using Intel SGX.
CoRR
Sonia Ben Mokhtar, Antoine Boutet, Pascal Felber, Marcelo Pasin, Rafael Pires, Valerio Schiavoni
2017 B conf
A lightweight MapReduce framework for secure processing with SGX.
CCGrid
Rafael Pires, Daniel Gavril, Pascal Felber, Emanuel Onica, Marcelo Pasin
2017 J jnl
A lightweight MapReduce framework for secure processing with SGX.
CoRR
Rafael Pires, Daniel Gavril, Pascal Felber, Emanuel Onica, Marcelo Pasin
2017 J jnl
Secure Content-Based Routing Using Intel Software Guard Extensions.
CoRR
Rafael Pires, Marcelo Pasin, Pascal Felber, Christof Fetzer
2017 A conf
SecureCloud: Secure big data processing in untrusted clouds.
DATE
Florian Kelbert, Franz Gregor, Rafael Pires, Stefan Köpsell, Marcelo Pasin, Aurelien Havet, Valerio Schiavoni, Pascal Felber, Christof Fetzer, Peter R. Pietzuch
2017 — conf
SecureStreams: A Reactive Middleware Framework for Secure Data Stream Processing.
DEBS
Aurélien Havet, Rafael Pires, Pascal Felber, Marcelo Pasin, Romain Rouvoy, Valerio Schiavoni
2017 A conf
X-search: revisiting private web search using intel SGX.
Middleware
Sonia Ben Mokhtar, Antoine Boutet, Pascal Felber, Marcelo Pasin, Rafael Pires, Valerio Schiavoni
2016 A conf
Secure Content-Based Routing Using Intel Software Guard Extensions.
Middleware
Rafael Pires, Marcelo Pasin, Pascal Felber, Christof Fetzer