From laptop to lambda: Outsourcing everyday jobs to thousands of transient functional containers S Fouladi, F Romero, D Iter, Q Li, S Chatterjee, C Kozyrakis, M Zaharia, ... 2019 USENIX annual technical conference (USENIX ATC 19), 475-488, 2019 | 230 | 2019 |
{INFaaS}: Automated model-less inference serving F Romero, Q Li, NJ Yadwadkar, C Kozyrakis 2021 USENIX Annual Technical Conference (USENIX ATC 21), 397-411, 2021 | 213* | 2021 |
Faa $ T: A transparent auto-scaling cache for serverless applications F Romero, GI Chaudhry, Í Goiri, P Gopa, P Batum, NJ Yadwadkar, ... Proceedings of the ACM symposium on cloud computing, 122-137, 2021 | 94 | 2021 |
Llama: A heterogeneous & serverless framework for auto-tuning video analytics pipelines F Romero, M Zhao, NJ Yadwadkar, C Kozyrakis Proceedings of the ACM Symposium on Cloud Computing, 1-17, 2021 | 78 | 2021 |
Mage: Online and interference-aware scheduling for multi-scale heterogeneous systems F Romero, C Delimitrou Proceedings of the 27th International Conference on Parallel Architectures …, 2018 | 62 | 2018 |
Predicting therapist empathy in motivational interviews using language features inspired by psycholinguistic norms. J Gibson, N Malandrakis, F Romero, DC Atkins, SS Narayanan Interspeech, 1947-1951, 2015 | 62 | 2015 |
A case for managed and model-less inference serving NJ Yadwadkar, F Romero, Q Li, C Kozyrakis Proceedings of the Workshop on Hot Topics in Operating Systems, 184-191, 2019 | 32 | 2019 |
Interference-aware scheduling for inference serving D Mendoza, F Romero, Q Li, NJ Yadwadkar, C Kozyrakis Proceedings of the 1st Workshop on Machine Learning and Systems, 80-88, 2021 | 26 | 2021 |
Optimizing video analytics with declarative model relationships F Romero, J Hauswald, A Partap, D Kang, M Zaharia, C Kozyrakis Proceedings of the VLDB Endowment 16 (3), 447-460, 2022 | 23 | 2022 |
VIVA: An End-to-End System for Interactive Video Analytics. D Kang, F Romero, PD Bailis, C Kozyrakis, M Zaharia CIDR, 2022 | 21 | 2022 |
Multiple instance learning for behavioral coding J Gibson, A Katsamanis, F Romero, B Xiao, P Georgiou, S Narayanan IEEE Transactions on Affective Computing 8 (1), 81-94, 2015 | 10 | 2015 |
Zelda: Video analytics using vision-language models F Romero, C Winston, J Hauswald, M Zaharia, C Kozyrakis arXiv preprint arXiv:2305.03785, 2023 | 5 | 2023 |
Assessing and Implementing Automated News Classification F Romero, Z Koochak Standford, CA: Standford University, 2015 | 4 | 2015 |
Processing system with encoding for processing multiple analog signals D Thompson, H Marr, F Romero US Patent 9,391,631, 2016 | 3 | 2016 |
The TRaCaR Ratio: Selecting the Right Storage Technology for Active Dataset-Serving Databases F Romero, B Braun, D Cheriton arXiv preprint arXiv:2006.14793, 2020 | 1 | 2020 |
Model Selection for Latency-Critical Inference Serving D Mendoza, F Romero, C Trippel Proceedings of the Nineteenth European Conference on Computer Systems, 1016-1038, 2024 | | 2024 |