A5065831803- Image and Video Quality Assessment
- Internet Traffic Analysis and Secure E-voting
- Network Security and Intrusion Detection
- Cloud Computing and Remote Desktop Technologies
- Software-Defined Networks and 5G
- Advanced Malware Detection Techniques
- Network Traffic and Congestion Control
- Video Coding and Compression Technologies
- Multimedia Communication and Technology
- Technology and Data Analysis
- Computer Graphics and Visualization Techniques
- Telecommunications and Broadcasting Technologies
- Wireless Networks and Protocols
- Advanced Steganography and Watermarking Techniques
- Virtual Reality Applications and Impacts
- Impact of AI and Big Data on Business and Society
- Smart Grid Security and Resilience
- Advanced Wireless Network Optimization
- Data Visualization and Analytics
- IoT-based Smart Home Systems
- Innovation in Digital Healthcare Systems
Institute for Information Transmission Problems
2017-2024
Moscow Power Engineering Institute
2023
Moscow Aviation Institute
2023
Moscow Institute of Physics and Technology
2021-2023
Extended Reality (XR) - which includes Virtual and Augmented promises to bring the virtual telepresence experience another level. Unfortunately, solutions leveraging these technologies require special high-performance computing platforms that degrade cost-benefit balance. Moving processing cloud solves this problem but imposes strict requirements on data transmission reliability, bandwidth, delays. The satisfaction of becomes an extremely challenging in presence other types delay-sensitive...
A crucial component of an interactive Virtual Reality (VR) experience is high-quality, real-time image rendering and display, which requires high-end hardware in VR headsets. Cloud offers a compelling alternative by offloading computationally intensive tasks to remote servers. However, such distributed operation reliable delivery the traffic over networks, challenging task. Therefore, thorough understanding characteristics, Quality Service (QoS) requirements, impact packet service on quality...
Satisfying heterogeneous Quality of Service requirements different applications in 5G systems requires tight interaction between the network and applications. Although being pushed to 3GPP, SAND, most mature solution enabling such cross-layer optimization for video streaming, has many limitations drawbacks. This paper fills gaps found SAND specification enriches its applicability, by introducing a new general platform called xStream. xStream enables communication various system opens door...
Although the widely-used Transport Layer Security (TLS) protocol hides application data, an unencrypted part of TLS handshake, specifically server name indication (SNI), is a backdoor for encrypted traffic classification frameworks. The recently developed Encrypted ClientHello (ECH) amendment to aims protect privacy-sensitive content message, including SNI. Conversely, ECH can be game-changer in early detection traffic. paper shows that performance state-of-the-art algorithms degrades...
Dynamic Adaptive Streaming over HTTP (DASH) is a predominant technology for delivering video in wired and wireless networks. With DASH, clients can adaptively select the quality (bitrate) of downloaded video. To improve Quality Experience (QoE), recently standardized framework, called Server Network Assisted DASH (SAND), allows client server to exchange control information with intermediate network nodes, e.g., Wi-Fi Access Point (AP). In paper, we show that such framework especially...
Network slicing is considered a key feature of 5G and beyond cellular systems. It opens the door for new business models mobile operators, enables services, reduces costs with advanced infrastructure-sharing techniques, improves heterogeneous traffic service. With slicing, operators can tailor network resources to requirements specific verticals, applications, corresponding types. To satisfy quality service (QoS) various slices, efficient virtualization resource allocation algorithms are...
Cloud Virtual Reality (VR) technology is expected to promote VR by providing a higher Quality of Experience (QoE) and energy efficiency at lower prices for the consumer. In cloud VR, virtual environment rendered on remote server transmitted headset as video stream. To guarantee real-time experience, networks need transfer huge amounts data with much stricter delays than imposed state-of-the-art live streaming applications. reduce burden networks, applications shall adequately react changing...
Are Neural Networks the best way for encrypted traffic classification? — Currently, answer is "no". In future, maybe, however, much more research needed to achieve goal. Many recent papers study how apply neural networks classification. Although accuracy of machine learning algorithms well below 100%, they work surprisingly well, even traffic. This paper looks deep inside widely used applications and points out essential peculiarities security protocols. The reveals that abilities classify...
Traffic classification (TC) is essential to many Quality of Service (QoS) provisioning frameworks. Most modern network traffic encrypted with Transport Layer Security (TLS) protocol, and usually, TC carried out by analysis the TLS parameter server name indication (SNI). This contains information about host a client tries connect to. However, workgroup has protected SNI in Encrypted Client Hello (ECH) amendment, only complex continually updated algorithms can achieve sufficient accuracy...