Sotabase

Career

· Senior Software Engineer, Google DeepMind2019–
· Software Engineer, Google Research2019–
· Software Engineer, Google2017–2019
· Postdoctoral Researcher, ETH Zurich2015–2017
· Postdoctoral Researcher, Universidade da Coruña2013–2015
· Research Visitor, ETH Zurich2012–2012
· PhD Student, Universidade da Coruña2010–2013
· Master's Degree, Universidade da Coruña2009–2010
· Google

Publications (42)

Gemma 2: Improving Open Language Models at a Practical Size
arXiv.org · 2024
1,634
cited
Gemma 3 Technical Report
arXiv.org · 2025
882
cited
Performance analysis of HPC applications in the cloud
Future generations computer systems · 2013
111
cited
Java in the High Performance Computing arena: Research, practice and experience
Science of Computer Programming · 2013
109
cited
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
Annual Meeting of the Association for Computational Linguistics · 2023
102
cited
Modeling communication in cache-coherent SMP systems: a case-study with Xeon Phi
IEEE International Symposium on High-Performance Parallel Distributed Computing · 2013
95
cited
GKD: Generalized Knowledge Distillation for Auto-regressive Sequence Models
arXiv.org · 2023
63
cited
Capability Models for Manycore Memory Systems: A Case-Study with Xeon Phi KNL
IEEE International Parallel and Distributed Processing Symposium · 2017
48
cited
Reverb: A Framework For Experience Replay
arXiv.org · 2021
42
cited
Multithreaded and Spark parallelization of feature selection filters
Journal of Computer Science · 2016
38
cited
RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning
arXiv.org · 2021
31
cited
General‐purpose computation on GPUs for high performance cloud computing
Concurrency and Computation · 2013
28
cited
Analysis of I/O Performance on an Amazon EC2 Cluster Compute and High I/O Platform
Journal of Grid Computing · 2013
21
cited
Evaluation of Java for General Purpose GPU Computing
2013 27th International Conference on Advanced Information Networking and Applications Workshops · 2013
21
cited
This Paper Is Included in the Proceedings of the 12th Usenix Symposium on Operating Systems Design and Implementation (osdi '16). Machine-aware Atomic Broadcast Trees for Multicores Machine-aware Atomic Broadcast Trees for Multicores
21
cited
Hyperparameter Selection for Imitation Learning
International Conference on Machine Learning · 2021
20
cited
Parallel Pairwise Epistasis Detection on Heterogeneous Computing Architectures
IEEE Transactions on Parallel and Distributed Systems · 2016
20
cited
FastMPJ: a scalable and efficient Java message-passing library
Cluster Computing · 2014
17
cited
Cache Line Aware Algorithm Design for Cache-Coherent Architectures
IEEE Transactions on Parallel and Distributed Systems · 2016
14
cited
Evaluation of messaging middleware for high-performance cloud computing
Personal and Ubiquitous Computing · 2013
11
cited
Sotabase
Sabela Ramos | Researcher Profile | Sotabase | Sotabase