Tumanov, Alexey

HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units

Hong, S., Xu, Y., Khare, A., Priambada, S., Maher, K., Aljiffry, A., Sun, J., & Tumanov, A. (2020) · Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 89

Real-Time Machine Learning: The Missing Pieces

Nishihara, R., Moritz, P., Wang, S., Tumanov, A., Paul, W., Schleier-Smith, J., Liaw, R., Niknami, M., Jordan, M. I., & Stoica, I. (2017) · Proceedings of the 16th Workshop on Hot Topics in Operating Systems

Parallel Computing and Optimization TechniquesCloud Computing and Resource Management

Cited by 49

Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve

Agrawal, A., Kedia, N., Panwar, A., Mohan, J., Kwatra, N., Gulavani, B. S., Tumanov, A., & Ramjee, R. (2024) · arXiv

Parallel Computing and Optimization TechniquesNatural Language Processing Techniques

Cited by 24