Ekaterina Markova

Dr. Ekaterina Markova

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Research Focus & Metrics

Academic Career Length

13Years (2014-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 March 2019 in IEEE Access
Verified
Journal Article
Open access
EMEkaterina Markova
Ekaterina Markova
DMDmitri Moltchanov
Dmitri Moltchanov
Irina Kochetkova (Gudkova)Irina Kochetkova (Gudkova)
Irina Kochetkova (Gudkova)
KSKonstantin Samouylov
Konstantin Samouylov
YKYevgeni Kourcheyavy
Yevgeni Kourcheyavy
Fifth-generation (5G) cellular systems are expected to orchestrate a variety of air interfaces. In this heterogeneous setting 4G, LTE systems will remain of special importance providing service over a relatively large area not covered with the 3GPP new radio technology. However, the scarcity of radio resources below 6 GHz as well as constantly increasing user traffic demands call for efficient offloading strategy from the LTE network. In this paper, we consider and compare two LTE session offloading strategies, including LAA and WiFi offloading. Although by design, the LAA system supports quality-of-service (QoS) guarantees in terms of minimum throughput, the assured performance might still be violated by resource reallocations when satisfying the compulsory fairness criteria. To assess and compare the performance of these schemes, we develop an analytical framework that takes into account specifics of duty-cycle schedule-based Licensed Assisted LTE Access (LAA) system with connection admission control (CAC), resource reallocation mechanism, and realistic elastic traffic nature. As a special case of the developed framework, we also address the offloading of QoS-aware LTE sessions into conventional WiFi. Our numerical results indicate that WiFi offloading is characterized by a significantly greater number of offloaded sessions. However, this advantage comes at the expense of severe performance degradation in terms of minimum throughput guarantees. Implementing CAC procedures, LAA efficiently addresses this problem. We conclude that WiFi offloading of QoS-aware LTE sessions can be used in light traffic conditions only. On the other hand, offloading to the schedule-based LAA system allows preserving QoS over a wide range of arrival traffic statistics.

1 September 2018 in Automatic Control and Computer Sciences
Verified
Journal Article
Closed access
PDF file
ESEduard Sopin
Eduard Sopin
KAK. A. Ageev
K. A. Ageev
EMEkaterina Markova
Ekaterina Markova
OVO. G. Vikhrova
O. G. Vikhrova
YGYuliya Gaidamaka
Yuliya Gaidamaka
We analyze a multiserver queuing system, in which customers require a server and a certain amount of limited resources for the duration of their service. For the case of discrete resources,...

2 October 2017 in IEEE Access
Verified
Journal Article
Open access
EMEkaterina Markova
Ekaterina Markova
Irina Kochetkova (Gudkova)Irina Kochetkova (Gudkova)
Irina Kochetkova (Gudkova)
Aleksandr OmetovAleksandr Ometov
Aleksandr Ometov
IDIlya Dzantiev
Ilya Dzantiev
SASergey Andreev
Sergey Andreev
Konstantin SamouylovKonstantin Samouylov
Konstantin Samouylov
The new generation of communication technologies, named 5G, brings along a variety of emerging applications and services from both human and machine perspectives. The growing demand for bandwidth in 5G may therefore lead to massive deficiency in wireless spectrum availability despite its under-utilization in urban areas. The Smart City paradigm assumes a multitude of communicating machines at high density, which requires improved spectrum management flexibility. The novel licensed shared access (LSA) framework that has attracted recent industrial and academic attention may become a feasible solution to leverage such underutilized spectrum more efficiently. This paper analyzes the effects of applying LSA in the Smart City context by proposing an appropriate mathematical model. Particularly, we focus on the vehicle-to-everything 5G use case where connected devices attempt to distribute their sensed data including occasional video information. The proposed analytical framework allows to capture the probabilities of rare events during such operation by providing with a high level of precision in the resulting performance estimates.

26 June 2018
Verified
Conference Paper
Open access
PDF file
Ammar MuthannaAmmar Muthanna
Ammar Muthanna
Abdelhamied A. AteyaAbdelhamied A. Ateya
Abdelhamied A. Ateya
MMMaria Makolkina
Maria Makolkina
AVAnastasia Vybornova
Anastasia Vybornova
EMEkaterina Markova
Ekaterina Markova
Andrey KoucheryavyAndrey Koucheryavy
Andrey Koucheryavy

26 June 2018
Verified
Conference Paper
Open access
AKAbdukodir Khakimov
Abdukodir Khakimov
Abdelhamied A. AteyaAbdelhamied A. Ateya
Abdelhamied A. Ateya
Ammar MuthannaAmmar Muthanna
Ammar Muthanna
Irina Kochetkova (Gudkova)Irina Kochetkova (Gudkova)
Irina Kochetkova (Gudkova)
EMEkaterina Markova
Ekaterina Markova
Andrey KoucheryavyAndrey Koucheryavy
Andrey Koucheryavy

18 October 2022 in Future Internet
Verified
Journal Article
Open access
PDF file
Yves AdouYves Adou
Yves Adou
EMEkaterina Markova
Ekaterina Markova
YGYuliya Gaidamaka
Yuliya Gaidamaka
The Network Slicing (NS) technology, recognized as one of the key enabling features of Fifth Generation (5G) wireless systems, provides very flexible ways to efficiently accommodate common physical infrastructures, e.g., Base Station (BS), multiple logical networks referred to as Network Slice Instances (NSIs). To ensure the required Quality of Service (QoS) levels, the NS-technology relies on classical Resource Reservation (RR) or Service Prioritization schemes. Thus, the current paper aims to propose a Preemption-based Prioritization (PP) scheme “merging” the classical RR and Service Prioritization schemes. The proposed PP-scheme efficiency is evaluated or estimated given a Queueing system (QS) model analyzing the operation of multiple NSIs with various requirements at common 5G BSs. As a key result, the proposed PP-scheme can provide up to 100% gain in terms of blocking probabilities of arriving requests with respect to some baseline.