Search Results for author: Nikolay Nikolov

Found 6 papers, 1 papers with code

Comparison of Microservice Call Rate Predictions for Replication in the Cloud

no code implementations29 Oct 2023 Narges Mehran, Arman Haghighi, Pedram Aminharati, Nikolay Nikolov, Ahmet Soylu, Dumitru Roman, Radu Prodan

Today, many users deploy their microservice-based applications with various interconnections on a cluster of Cloud machines, subject to stochastic changes due to dynamic user requirements.

regression

Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case

no code implementations2 Aug 2023 Baifan Zhou, Nikolay Nikolov, Zhuoxun Zheng, Xianghui Luo, Ognjen Savkovic, Dumitru Roman, Ahmet Soylu, Evgeny Kharlamov

Industry 4. 0 and Internet of Things (IoT) technologies unlock unprecedented amount of data from factory production, posing big data challenges in volume and variety.

Data Integration Distributed Computing

Hybrid Constructions of Binary Sequences with Low Autocorrelation Sidelobes

no code implementations21 Apr 2021 Miroslav Dimitrov, Tsonka Baitcheva, Nikolay Nikolov

In this work, a classical problem of the digital sequence design, or more precisely, finding binary sequences with optimal peak sidelobe level (PSL), is revisited.

On the Generation of Long Binary Sequences with Record-Breaking PSL Values

no code implementations2 Apr 2021 Miroslav Dimitrov, Tsonka Baitcheva, Nikolay Nikolov

Binary sequences are widely used in various practical fields, such as telecommunications, radar technology, navigation, cryptography, measurement sciences, biology or industry.

Urban Driving with Conditional Imitation Learning

no code implementations30 Nov 2019 Jeffrey Hawke, Richard Shen, Corina Gurau, Siddharth Sharma, Daniele Reda, Nikolay Nikolov, Przemyslaw Mazur, Sean Micklethwaite, Nicolas Griffiths, Amar Shah, Alex Kendall

As our main contribution, we present an end-to-end conditional imitation learning approach, combining both lateral and longitudinal control on a real vehicle for following urban routes with simple traffic.

Autonomous Driving Imitation Learning +1

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