• A
  • A
  • A
  • ABC
  • ABC
  • ABC
  • А
  • А
  • А
  • А
  • А
Regular version of the site

Research and Development of a Method for Analyzing Streaming Data in IoT

Student: Alekseev Mikhail

Supervisor: Leonid Voskov

Faculty: HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE)

Educational Programme: Internet of Things and Cyber-physical Systems (Master)

Year of Graduation: 2020

This work considers and uses methods for preparation and analysis of streaming data coming from IoT devices. All methods in this work developed in python programming language with use of open-source programming libraries. The work provides results of optimal methods and analysis choice of streaming data in IoT for classification, prediction and anomaly detection.

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses