Публикации, связанные с платформой поддержки
жизненного цикла интеллектуальных объектов на
основе больших данных

 

— Alexander Visheratin, Alexey Struckov, Semen Yufa, Alexey Muratov, Denis Nasonov, and Nikolay Butakov, ITMO University; Yury Kuznetsov and Michael May, Siemens. (2020) Peregreen – modular database for efficient storage of historical time series in cloud environments. 

— Struckov, A., Yufa, S., Visheratin, A. A., & Nasonov, D. (2019). Evaluation of modern tools and techniques for storing time-series data. Procedia Computer Science, 156, 19-28.

— Melnik, M., & Nasonov, D. (2019). Workflow scheduling using Neural Networks and Reinforcement Learning. Procedia Computer Science, 156, 29-36.

— Butakov, N., Petrov, M., Mukhina, K., Nasonov, D., & Kovalchuk, S. (2018). Unified domain-specific language for collecting and processing data of social media. Journal of Intelligent Information Systems, 51(2), 389-414.

— Nasonov, D., Visheratin, A. A., & Boukhanovsky, A. (2018, June). Blockchain-based transaction integrity in distributed big data marketplace. In International Conference on Computational Science (pp. 569-577). Springer, Cham.

— Spivak, A., Razumovskiy, A., Nasonov, D., Boukhanovsky, A., & Redice, A. (2018). Storage tier-aware replicative data reorganization with prioritization for efficient workload processing. Future Generation Computer Systems, 79, 618-629.