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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
May 25, 2026
'The Humanities Serve as a Conscience'
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.

 

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Proceedings of IEEE GLOBECOM Workshop on Cloudified Architectures for 5G and beyond Systems

IEEE, 2018.

Proceedings of IEEE GLOBECOM Workshop on Cloudified Architectures for 5G and beyond Systems

Chapters
xStream: A New Platform Enabling Communication between Applications and the 5G Network
Khorov E., Kiryanov A., Krasilov A. et al., , in: Proceedings of IEEE GLOBECOM Workshop on Cloudified Architectures for 5G and beyond Systems.: IEEE, 2018. P. 1–6.
Satisfying heterogeneous Quality of Service requirements of different applications in 5G systems requires tight interaction between the network and the applications. Although being pushed to 3GPP, SAND, the most mature solution enabling such interaction and cross-layer optimization for video streaming, has many limitations and drawbacks. This paper fills the gaps found in the SAND specification ...
Added: October 9, 2018
Language: English
Keywords: 5G
Proceedings of IEEE GLOBECOM Workshop on Cloudified Architectures for 5G and beyond Systems
Similar publications
Оценка эффективности мер по снижению киберрисков в сетях 5G: практический подход к обеспечению безопасности цифровых экосистем
Смирнов И. А., В кн.: Сборник научных трудов по материалам XX Международной научно-практической конференции «УСТОЙЧИВОЕ РАЗВИТИЕ ОБЩЕСТВА: НОВЫЕ НАУЧНЫЕ ПОДХОДЫ И ИССЛЕДОВАНИЯ» (шифр – МУРО) от 08.07.2025.: М.: [б.и.], 2025. С. 105–113.
The study is devoted to assessing the effectiveness of measures to reduce cyber risks in 5G networks. The key vulnerabilities and threats arising from the development of artificial intelligence technologies, big data analysis, the Internet of Things and robotics are considered. The architecture of 5G networks is analyzed, the main cybersecurity threats are identified and ...
Added: September 7, 2025
Risk Assessment and Mitigation of Information Security Threats in 5G Networks
Ivan A. Smirnov, Koucheryavy E., Elektrotehniski Vestnik/Electrotechnical Review 2025 Vol. 92 No. 3 P. 104–114
Abstract. The 5G communication networks have been destined to become one of the pillars of the digital economy, driven by artificial intelligence (AI), machine learning (ML), Big Data, Internet of Things (IoT) and robotization. The 5G networks have inherited many vulnerabilities from the preceding systems. In this regard, the issue of a proper information security ...
Added: April 28, 2025
Обзор методов случайного множественного доступа к общему каналу для сценариев массовой межмашинной связи
Матвеев Н. В., Tyurlikov A., Н. Л. et al., Информационно-управляющие системы 2019 № 6 С. 54–67
Introduction: Intensive research is currently underway in the field of data transmission systems for the Internet of Things in relation to various scenarios of Massive Machine Type Communication. The presence of a large number of devices in such systems necessitates the use the methods of random multiple access to a common communication channel. It is ...
Added: November 18, 2024
A Survey of Delay-Oriented Dynamic Link Scheduling Policies for 5G/6G Integrated Access and Backhaul Systems
Zhivtsova A., Beschastnyi V., Koucheryavy E. et al., IEEE Access 2024 Vol. 12 P. 118565–118586
Integrated Access and Backhaul (IAB) is expected to become a key part of the 5G and future cellular systems enabling cost-controlled network densification. IAB relies upon multi-hop relaying, which makes delay a critical factor, especially for the half-duplex operational regime where only a subset of access and backhaul links can be scheduled simultaneously. Numerous dynamic ...
Added: November 15, 2024
Comparison of energy conservation strategies for 5G NR RedCap service in industrial environment
Koucheryavy E., Beschastnyi V., Ostrikova D. et al., Computer Networks 2024 Vol. 254
The recently standardized reduced capability (RedCap) type of user equipment (UE) for 5G New Radio (NR) systems offers a useful option for energy-constrained devices. By utilizing a combination of discontinuous reception (DRX), wake-up signal (WUS), and radio resource management (RRM) relaxation functions, RedCap UE may provide excellent power efficiency for a large set of applications. ...
Added: November 15, 2024
Boosting XR Capacity With Multi-Band Multi-Connectivity in 5G Systems
Susloparov M., Krasilov A., Khorov E., IEEE Communications Letters 2024 Vol. 28 No. 9 P. 2211–2215
Emerging eXtended Reality (XR) applications impose strict requirements on throughput, delay, and reliability, which limits the capacity of 5G systems operating only in one band, i.e., either a sub-6-GHz band or a mmWave one. To address this problem, the letter considers a scenario with a mixture of XR and broadband traffic and explores how to ...
Added: September 18, 2024
Экспериментальное исследование реконфигурируемых интеллектуальных поверхностей с обратной связью от пользовательских устройств
Пойда А. И., Глинский К. А., Tyarin A. et al., Информационные процессы 2023 Т. 4 № 23 С. 600–611
Reconfigurable Intelligent Surfaces (RIS) have emerged as a promising technology to enhance the throughput and coverage of wireless networks by adaptively adjusting the phase and amplitude of reflected signals. The conventional approach to configuring RIS relies on transmitting channel state information from a Mobile Station (MS) to a Base Station (BS), with the BS subsequently ...
Added: January 17, 2024
ALPACA: An Asymmetric Loss Prediction Algorithm for Channel Adaptation Based on a Convolutional-Recurrent Neural Network in URLLC Systems
Kirill Glinskiy, Kureev A., Khorov E., IEEE Access 2024 Vol. 12 P. 329–338
A key feature of 5G systems is the Ultra-Reliable Low-Latency Communication (URLLC), which can be used for remote surgery, smart grids, industrial control, etc. URLLC requires millisecond-level delays and very high reliability, i.e., less than 10−5 packet loss probability. The ability to satisfy these very strict quality of service requirements depends on selecting the Modulation and Coding ...
Added: January 17, 2024
Устаревание конфигурации RIS в изменяющемся со временем окружении
Буртаков И. А., Горбунова А. О., Kureev A. et al., Информационные процессы 2023 Т. 23 № 4 С. 612–623
Reconfigurable Intelligent Surface (RIS) is a promising technology that can increase the capacity and coverage of wireless networks. The effectiveness of RIS is determined by its configuration, which can be made based on the information about location of the transceiver devices. In practice, there are two main types of RIS configurations: focusing the signal reflected ...
Added: January 17, 2024
Battery Lifetime and Power Consumption in 5G Systems with Intra- and Inter-RAT Dual-Connectivity
Ostrikova D., Beschastnyi V., Moltchanov D. et al., IEEE Transactions on Mobile Computing 2024 Vol. 23 No. 5 P. 5511–5526
The 5G millimeter wave (mmWave) New Radio (NR) systems are prone to blockage and micromobility effects. To improve service reliability, 3GPP proposed a dual-connectivity allowing UE to maintain links to two base stations (BS). However, this functionality is power-hungry resulting in a trade-off between performance and power efficiency. In this paper, we compare user equipment ...
Added: January 10, 2024
Efficient User Grouping for Grant-Free URLLC
Krasilov A., Shamsutdinov A., Shashin A. et al., , in: 2023 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom).: IEEE, 2023. P. 312–317.
Ultra-Reliable Low-Latency Communications (URLLC) is a new type of service supported in 5G systems, which imposes very strict requirements on packet delivery time and reliability. Many URLLC applications generate sporadic traffic in the uplink. To satisfy strict URLLC requirements for such a type of traffic, a 5G base station can use the Grant-Free channel access ...
Added: November 8, 2023
2023 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)
IEEE, 2023.
2023 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom) ...
Added: November 8, 2023
Packet Level Performance of 5G NR System Under Blockage and Micromobility Impairments
Khayrov E., Yevgeni Koucheryavy, IEEE Access 2023 Vol. 11 P. 90383–90395
With the introduction of the Integrated Access and Backhaul (IAB) technology by 3GPP, the last mile in beyond 5G cellular systems will be characterized by multiple wireless backhaul links between the user equipment and base station. In such multi-hop configurations, packet latency becomes a dominant factor characterizing the quality of service (QoS) delivered to the ...
Added: September 11, 2023
5G-конкуренция США и КНР в странах Латинской Америки: у истоков технологического декаплинга
Degterev D. A., Пискунов Д. А., Еремин А. А., Полис. Политические исследования 2023 № 3 С. 20–38
Increasing U.S. – China competition revealed the leading role of the technology sphere in the terms of global leadership. Ongoing rivalry between two states led to the appearance of decoupling process which results in severance of economic, technological, and political ties. This phenomenon was taken on a global scale, with the U.S. and China seeking to form techno-economic ...
Added: September 7, 2023
Выбор начальных параметров обслуживания восходящего URLLC-трафика при высокой мобильности пользователей
Shashin A., Krasilov A., Khorov E., Информационные процессы 2023 Т. 23 № 2 С. 220–230
5G cellular systems provide a new service called Ultra-Reliable Low-Latency Communications (URLLC). In many URLLC scenarios, e.g., in intelligent transport systems, users move at high speed and transmit data in the uplink. The base station shall assign transmission parameters that satisfy the strict quality of service requirements of URLLC applications and consume the least amount ...
Added: July 24, 2023
Adaptive Parameters Selection for Uplink Grant-Free URLLC Transmission in 5G Systems
Shashin A., Belogaev A., Krasilov A. et al., Computer Networks 2023 Vol. 222 Article 109527
Ultra-Reliable Low-Latency Communications (URLLC) is a key service of 5G systems that imposes very strict Quality of Service (QoS) requirements. Typically, URLLC applications require successful delivery of at least 99.999% of packets with a packet delivery time below 1 ms. To satisfy these requirements for uplink URLLC traffic, 5G specifications introduce a grant-free channel access method. ...
Added: July 19, 2023
Analytical Model of 5G V2X Mode 2 for Sporadic Traffic
Bankov D., Khorov E., Krasilov A. et al., IEEE Wireless Communications Letters 2023 Vol. 12 No. 8 P. 1449–1453
5G Vehicle-to-Everything (V2X) is a promising technology to satisfy the increasing demands of intelligent transportation systems. Emerging V2X applications with a high level of automation impose very strict requirements on latency (less than 10 ms) and reliability (higher than 99.99%). For sporadic traffic, such demands can be satisfied with a distributed channel access method called ...
Added: May 30, 2023
Traffic Arrival Model for Millimeter Wave 5G NR Systems
E. M. Khayrov, V. A. Prosvirov, Platonova A., , in: Distributed Computer and Communication Networks: Control, Computation, Communications: 25th International Conference, DCCN 2022, Moscow, Russia, September 26–29, 2022, Revised Selected Papers.: Switzerland: Springer, 2022. Ch. 13 P. 161–175.
The introduction of integrated access and backhaul (IAB) technology in beyond 5G systems will result in multiple wireless backhaul links between the user equipment (UE) and the base station (BS). This configuration motivates the research into traffic at the packet level to evaluate the quality of service (QoS) provided to users. At the same time, ...
Added: May 19, 2023
Boosting TCP & QUIC Performance in mmWave, Terahertz, and Lightwave Wireless Networks: a Survey
E. Khorov, A. Krasilov, M. Susloparov et al., IEEE Communications Surveys and Tutorials 2023 Vol. 25 No. 4 P. 2862–2891
Emerging wireless systems target to provide multi-Gbps data rates for each user, which can be achieved by utilizing ultra-wide channels available at mmWave, terahertz, and lightwave frequencies. In contrast to the traditional spectrum below 6 GHz, these high-frequency bands raise many issues, complicating their usage. For example, because of high signal attenuation and blockage by ...
Added: December 23, 2022
Decoding of LDPC Codes for 5G Standard Using Source Distribution
A. A. Ovchinnikov, Fominykh A. A., , in: 2020 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF).: IEEE, 2020. P. 1–5.
The paper examines the decoding of low-density parity-check codes taking into account the source distribution. More specifically, we consider the alteration of LLR calculation on the input of belief propagation decoder. The experimental results for binary input additive white Gaussian noise channel are presented using various source distributions. ...
Added: October 30, 2022
Providing High Capacity for AR/VR traffic in 5G Systems with Multi-Connectivity
Susloparov M., Krasilov A., Khorov E., , in: 2022 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom).: IEEE, 2022. P. 385–390.
Augmented and Virtual Reality (AR/VR) is often called a "killer" application of 5G systems because it imposes very strict Quality of Service (QoS) requirements related to throughput, latency, and reliability. A high-resolution AR/VR flow requires a bandwidth of dozens of MHz. Since the existing low-frequency bands (i.e., below 6 GHz) have limited bandwidth and are ...
Added: October 27, 2022
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