Marco Canini
- RDMA is Turing complete, we just did not know it yet!
2021/03/24 by Waleed Reda, Marco Canini, Reda, Waleed +5 · 2 voices · 5 citations
Computer Science · #Distributed systems and fault tolerance #Cloud Computing and Resource Management #Advanced Data Storage Technologies
- Natural Compression for Distributed Deep Learning
2019/05/27 by Samuel Horváth, Samuel Horvath, Chen-Yu Ho +12 · 1 voice · 14 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques #cs.LG #math.OC #stat.ML
- Rethinking gradient sparsification as total error minimization
2021/08/02 by Atal Narayan Sahu, Aritra Dutta, Sahu, Atal Narayan +9 · 6 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- With Great Freedom Comes Great Opportunity: Rethinking Resource Allocation for Serverless Functions
2021/05/31 by Muhammad Bilal, Marco Canini, Bilal, Muhammad +5 · 4 citations
Computer Science · #Cloud Computing and Resource Management #IoT and Edge/Fog Computing #Distributed systems and fault tolerance
- An Efficient Statistical-based Gradient Compression Technique for Distributed Training Systems
2021/01/26 by Ahmed M. Abdelmoniem, Ahmed Elzanaty, Abdelmoniem, Ahmed M. +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC)
- AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
2021/05/22 by Yuchen Jin, Jin, Yuchen, Tianyi Zhou +11 · 2 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference
- Network Hardware-Accelerated Consensus
2016/05/18 by Huynh Tu Dang, Pietro Bressana, Dang, Huynh Tu +13 · 1 citation
Computer Science · #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Interconnection Networks and Systems #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Assise: Performance and Availability via NVM Colocation in a Distributed File System
2019/10/07 by Thomas E. Anderson, Marco Canini, Anderson, Thomas E. +15 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed and Parallel Computing Systems
- Flashback: Understanding and Mitigating Forgetting in Federated Learning
2024/02/08 by Mohammed H. Aljahdali, Ahmed M. Abdelmoniem, Aljahdali, Mohammed +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data
- ACING: Actor-Critic for Instruction Learning in Black-Box LLMs
2024/11/19 by Salma Kharrat, Kharrat, Salma, Fares Fourati +3 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Where is the Testbed for my Federated Learning Research?
2024/07/19 by Janez Božič, Amândio R. Faustino, Božič, Janez +7 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Sonata: Query-Driven Network Telemetry
2017/05/02 by Arpit Gupta, Rob Harrison, Gupta, Arpit +13 · 1 citation
Computer Science · #FOS: Computer and information sciences #Network Security and Intrusion Detection #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
- \kappa-LoRA: Condition Numbers Reveal Which LoRA Matrices Worth Updating
2026/07/24 by Jianghui Wang, Silong Yong, Francesco Orabona +3
#cs.LG #cs.AI