Evgeny Khorov, Ph.D.

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Deputy Head of the Internet of Things Lab, Skolkovo Institute of Science and Technology
Senior Researcher and Team Leader at Institute for Information Transmission Problems
Associate Professor at Moscow Institute of Physics and Technology
Russian Government Prize in Science and Technology for Young Scientists 2016
Huawei RRC Best Cooperation Project Leader 2015
Moscow Government Prize for Young Scientists 2013, Best Paper Award at IEEE ISWCS 2012
Voting member & Contributor of IEEE 802.11, Executive Chair of ITaS 2014–2016 and WiFlex 2013
Expert of the Russian Academy of Sciences (RAS) and the Russian Science Foundation (RSF)

Bio

Evgeny Khorov received his BS and MS degrees with honors from MIPT in 2008 and 2010, respectively, and PhD degree in Telecommunications from IITP RAS in 2012. His PhD thesis focused on Quality of Service (QoS) provisioning in multihop wireless networks. Specifically, he has developed a theory of link management in multihop ad hoc networks, which was presented at the International Symposium on Wireless Communication Systems in 2012 and evaluated with the Best Paper Award. Evgeny Khorov is also a recipient of Moscow Government Prize for Young Scientists (2013) for in-depth study of channel access in wireless multi-hop networks.

Currently he is a Deputy Head of the Internet of Things Lab at Skoltech. His research interests include 5G, Internet of Things, multiple channel access, QoS provisioning, cross-layer optimization, and performance evaluation methods.

Apart from that, Evgeny Khorov is a Senior Researcher in the Network Protocols Research Lab, IITP RAS, where he has developed numerous mathematical models of networking protocols and designed several algorithms and protocols, which are described in over 50 papers. Evgeny has led a number of national and international projects sponsored by academia foundations (RSF, RFBR, Ministry of Education) and industry. For breakthrough results of the joint project, in 2015 Huawei RRC awarded him as the Best Cooperation Project Leader. Evgeny Khorov is also a voting member and contributor of IEEE 802.11 that develops and standardizes Wi-Fi. In 2015-2016, he designed several improvements, which were included in the 802.11ax standard aka high efficiency WLANs. In 2015 he studied technologies for the Internet of Things as a Visiting Research Fellow in King's College London. In 2016 Evgeny Khorov received Russian Government Prize in Science and Technology for Young Scientists for remarkable results of research and development of wireless networks.

As an Associate Professor at MIPT, Evgeny Khorov supervises BS, MS, and PhD students. Two of his students, Vyacheslav Loginov and Alexey Kureev, have received awards at telecommunication Olympiads. Apart from that, Evgeny Khorov has developed a novel course on Wireless Networking Protocols.

Evgeny Khorov gives tutorials and participates in panels at large IEEE conferences (incl. ICC 2016, ISWCS 2014, etc.). He is an Executive Chair of WiFlex 2013, ITaS 2014, 2015 and 2016. He serves as an expert of Russian Academy of Sciences and Russian Science Foundation, and also as a reviewer for high-reputed scientific journals and conferences.

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List of Publications

Invited Talks, Keynotes & Tutorials

  1. Evgeny Khorov et al. IEEE 802.11 in a 5G Landscape. Industrial panel at IEEE International Conference on Communications 2016. Kuala Lumpur, Malaysia, 2016.
  2. Evgeny Khorov. Open Lectures: Future Internet. Radio “Silver Rain”. Moscow, Russia, September 2015.
  3. Evgeny Khorov. Standards of Wireless Networks. Postnauka. Moscow, Russia. April 2015.
  4. Evgeny Khorov. Low Power Wi-Fi – How IEEE 802.11ah is transforming M2M (Tutorial). IEEE International Symposium on Wireless Communication Systems, Barcelona, Spain, August 2014.
  5. Evgeny Khorov. IEEE 802.11ah, an Enabling Technology for the Internet of Things. How Does it Work? (Tutorial). IEEE International Conference on Advances in Computing, Communications and Informatics. Delhi, India, September 2014.
  6. Evgeny Khorov. Are you ready for the ICT revolution? (Keynote) The LVI Conference of Moscow Institute of Physics and Technology.

Books and proceedings

  1. G. Bianchi, A. Lyakhov, E. Khorov (Eds.) Wireless Access Flexibility. First International Workshop, WiFlex 2013, Kaliningrad, Russia, September 4-6, 2013, Proceedings. Series: Lecture Notes in Computer Science, Vol. 8072. Subseries: Computer Communication Networks and Telecommunications. 1st Edition, 2013, XII, 159 p.

Selected Papers

    2016
  1. Evgeny Khorov, Artem Krasilov, Alexander Krotov, Andrey Lyakhov. Will MCCA Revive Wireless Multihop Networks? //To be published in Computer Communications. Available online http://www.sciencedirect.com/science/article/pii/S0140366416304212
  2. Evgeny Khorov, Anton Kiryanov, Alexander Krotov, Pierluigi Gallo, Domenico Garlisi, Ilenia Tinnirello. Joint Usage of Dynamic Sensitivity Control and Time Division Multiple Access in Dense 802.11ax Networks. //To be published in Lecture Notes in Computer Science, Springer, Nov. 2016
  3. Alexander Ivanov, Evgeny Khorov, Andrey Lyakhov, Ilya Solomatin. Mathematical Model of QoS-aware Streaming with Heterogeneous Channel Access in Wi-Fi Networks // Lecture Notes in Computer Science, 9870, Springer, Sep. 2016.
  4. Dmitry Bankov, Evgeny Khorov, Alexey Kureev, Andrey Lyakhov. Improving Efficiency of Heterogeneous Wi-Fi Networks with Energy-Limited Devices// Lecture Notes in Computer Science, 9870, Springer, Sep. 2016.
  5. Evgeny Khorov, Viacheslav Loginov, Andrey Lyakhov. Several EDCA Parameter Sets for Improving Channel Access in IEEE 802.11ax Networks // In Proc. of 2016 ISWCS, IEEE press, Poznan, Poland, September 2016.
  6. Andrey Belogaev, Evgeny Khorov, Artem Krasilov, Andrey Lyakhov. Study of the enhanced algorithm for control information dissemination in Wi-Fi Mesh networks // In Proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'16), Spain, 2016.
  7. Alexander Ivanov, Evgeny Khorov, Egor Kuznetsov, Andrey Lyakhov. Modeling Leader-based Multicast Transmission via Periodic Reservations in Wi-Fi networks // In Proc. of 2016 ISWCS, IEEE press, Poznan, Poland, September 2016.
  8. Dmitry Bankov, Evgeny Khorov, Andrey Lyakhov. The Study of the Distributed Control Method to Hasten Link Set-up in IEEE 802.11ah Networks. // In Proc. of XV International Symposium "Problems of Redundancy in Information and Control Systems", St. Petersburg, September 2016.
  9. Dmitry Bankov, Evgeny Khorov, Andrey Lyakhov, Sigurd Schelstraete. Beacons in Dense Wi-Fi Networks: How to Befriend with Neighbors in the 5G World? // In Proc. of IEEE WoWMoM, Portugal, June 2016.
  10. Evgeny Khorov, Alexander Ivanov, Andrey Lyakhov, Vitaly Zankin. Mathematical Model for Scheduling in IEEE 802.11ad Networks. // In proc. of IFIP Wireless and Mobile Networking Conference 2016, Colmar, France, 2016
  11. Andrey Belogaev, Evgeny Khorov, Artem Krasilov, Andrey Lyakhov. Study of the enhanced algorithm for control information dissemination in Wi-Fi Mesh networks // In proc. of IEEE PIMRC 2016, Valencia, Spain, 2016
  12. Alexander Ivanov, Evgeny Khorov, Egor Kuznetsov, Andrey Lyakhov. Modeling Leader-based Multicast Transmission via Periodic Reservations in Wi-Fi networks // In proc. of IEEE ISWCS 2016, Poznan, Poland, 2016
  13. Evgeny Khorov, Anton Kiryanov, Andrey Lyakhov. QoS-aware Streaming With HCCA TXOP Negotiation in Overlapped Wi-Fi Networks //In proc. of IFIP Wireless Days - 2016, Toulouse, France, 2016.
  14. Evgeny Khorov, Viacheslav Loginov, Andrey Lyakhov. On Throughput Estimation with TXOP Sharing in IEEE 802.11ah Networks //In proc. of IEEE BlackSeaCom - 2016, Varna, Bulgaria, June 2016.
  15. Evgeny Khorov, Anton Kiryanov, Andrey Lyakhov. Analysis of Multiplexed Streaming via Periodic Reservations of Wireless Channel // In proc. of IEEE BlackSeaCom - 2016, Varna, Bulgaria, June 2016.
  16. Alexander Ivanov, Evgeny Khorov, Andrey Lyakhov, Ilya Solomatin. Modeling Joint Usage of Random and Deterministic Channel Access in Wi-Fi Networks //In proc. of Wireless Communications and Mobile Computing 2016, Cyprus, 2016.
  17. Alexander Ivanov, Evgeny Khorov, Egor Kuznetsov, Andrey Lyakhov. Mathematical Model of QoS-aware Multicast Transmission via Periodic Reservations // In proc. of IEEE Wireless Communications and Networking Conference (WCNC 2016), Doha, Qatar, 2016.
  18. 2015
  19. Evgeny Khorov, Andrey Lyakhov, Alexander Krotov, Andrey Guschin. A survey on IEEE 802.11ah: an Enabling Networking Technology for Smart Cities. //Computer Communications, Volume 58, March 2015, pp. 53–69, 2015. 
  20. Evgeny Khorov, Anton Kiryanov, Andrey Lyakhov. IEEE 802.11ax: How to Build High Efficiency WLANs. // In Proc. of IEEE En&T 2015, Moscow, Russia,  2015.
  21. Е.М. Хоров. Выбор периода резервирований канала в самоорганизующихся беспроводных сетях. // Информационные процессы, Т. 15, № 1, 2015, C. 78–88.
    Translated: E.M. Khorov. Choosing the channel reservation period in self-organizing wireless networks. //Journal of Communications Technology and Electronics, 2015, Vol. 60, No. 12, pp. 1372-1378.
  22. Антон Кирьянов, Алексей Куреев, Андрей Ляхов, Евгений Хоров. Анализ механизмов построения логической топологии в сетях MANET// Информационные процессы, Т. 15, № 2, 2015, С. 183–197. 
    Translated: A.G. Kiryanov, A.A. Kureev, A.I. Lyakhov, E.M. Khorov. Analysis of Logical Topology Construction Mechanisms in MANET. //Journal of Communications Technology and Electronics, 2015, Vol. 60, No. 12, pp. 1379–1388.
  23. А.Г. Кирьянов, В.А. Логинов, А.И. Ляхов, Е.М. Хоров. Аналитическая модель P-настойчивого метода обслуживания очереди при передаче мультимедийных потоков в беспроводных сетях //Информационные процессы, Т. 15, № 2, 2015, С. 249–268.
    Translated: A.G. Kiryanov, V.A. Loginov, A.I. Lyakhov, E.M. Khorov. Analytical model of P-persistent queue management method for multimedia streaming over wireless networks// Journal of Communications Technology and Electronics, 2015, Vol. 60, No. 12.
  24. I. S. Kargin, E. M. Khorov, A. I. Lyakhov. A mathematical method for packet loss ratio estimation for a multipath route in the presence of correlated errors. //Problems of Information Transmission. July 2015, Volume 51, Issue 3, pp. 299-305.
  25. Alexander Ivanov, Evgeny Khorov, Andrey Lyakhov. Analytical Model of QoS-aware Streaming in Wi-Fi Networks via Periodic TXOPs// In Proc. IEEE Globecom 2015 - ETFWLALN. San Diego, USA, December 2015.
  26. Evgeny Khorov, Alexander Krotov, Andrey Lyakhov. Modelling Machine Type Communication in IEEE 802.11ah networks// In Proc. of IEEE International Conference on Communications - Workshop on 5G & Beyond - Enabling Technologies and Applications. June, 2015.
  27. Evgeny Khorov, Alexander Ivanov, Andrey Lyakhov, Vitaly Zankin. Modelling Deterministic Channel Access in Millimetre Wave Wi-Fi. // In Proc. International Symposium on Wireless Communication Systems (ISWCS). Brussels, Belgium. 2015.
  28. Andrey Belogaev, Evgeny Khorov, Artem Krasilov, Andrey Lyakhov. Study of the group-based approach to disseminate control information in wireless network. // In Proc. International Symposium on Wireless Communication Systems (ISWCS). Brussels, Belgium. 2015.
  29. Dmitry Bankov, Evgeny Khorov, Andrey Lyakhov. Is it Worth to Predict Overflows during Video Streaming over Wireless Networks? // In Proc. of IEEE BlackSeaCom, May, 2015.
  30. Dmitry Bankov, Evgeny Khorov, Andrey Lyakhov. The Study of the Centralized Control Method to Hasten Link Set-up in IEEE 802.11ah Networks // In Proc. of the 21th European Wireless Conference, 2015.
  31. Igor Kargin, Evgeny Khorov, Andrey Lyakhov. On PLR Estimation for a Multipath Route with Failure Correlation // In Proc. of the 21th European Wireless Conference, 2015.
  32. Иванов А.C., Ляхов А.И., Хоров Е.М. Аналитическая модель многошаговой передачи неординарного потока в беспроводных сетях с резервированиями канала. Автоматика и телемеханика, 2015, №7, С. 52–68. 
    Translated: Ivanov A.S. Lyakhov A.I. and Khorov E.M. Analytical Model of Batch Flow Multihop Transmission in Wireless Networks with Channel Reservations //Automation and Remote Control. July 2015, Volume 76, Issue 7, pp 1179-1192.
  33. 2014
  34. А.Г. Кирьянов, А.И. Ляхов, Е.М. Хоров, Модель передачи мультимедийных потоков реального времени при помощи детерминированного метода доступа, Информационные процессы, Т. 14 №3, С. 197–213, М. 2014. 
    Translated: A. G. Kiryanov, A. I. Lyakhov, and E. M. Khorov, Modeling of RealTime Multimedia Streaming with Deterministic Access. Journal of Communications Technology and Electronics, 2014, Vol. 59, No. 12, pp. 1501–1511.
  35. Dmitry Bankov, Evgeny Khorov, Andrey Lyakhov. Fast Quality Assessment of Videos Transmitted over Lossy Networks. // In Proc. of IEEE En&T 2014, Moscow, Russia,  2014.
  36. Evgeny Khorov, Alexander Ivanov, Andrey Lyakhov. QoS Support for Bursty Traffic in Noisy Channel via Periodic Reservations //In proc. of IFIP Wireless Days - 2014, Brasil, 2014.
  37. Evgeny Khorov, Anton Kiryanov, Vyacheslav Loginov, Andrey Lyakhov. Head-of-Line Blocking Avoidance in Multimedia Streaming over Wireless Networks //In proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'14), USA, 2014.
  38. 2013
  39. Evgeny Khorov, Artem Krasilov, Alexander Safonov, Pablo Serrano, Ilenia Tinnirello. Making IEEE 802.11Wireless Access Programmable. Future Network and MobileSummit. 2013. Conference Proceedings, Lisbon, Portugal, 2013.
  40. А. Н. Красилов, А. И. Ляхов, Д. М. Островский, Е. М. Хоров. Метод динамического резервирования канальных ресурсов при передаче мультимедийных потоков в сетях Wi-Fi Mesh. Автоматика и телемеханика, 2012. 
    Translated: A. Krasilov, A. Lyakhov, D. Ostrovsky, and E. Khorov. A Dynamic Channel Reservation Method for Multimedia Streaming in Wi-Fi Mesh Networks //Automation and Remote Control. Volume: 73 Issue: 5 Pages: 797-809, 2012. 
  41. E. Khorov, A. Krasilov, A. Lyakhov, D. Ostrovsky. Dynamic Resource Allocation for MCCA-Based Streaming in Wi-Fi Mesh Networks. Lecture Notes in Computer Science, 2013, v. 8072, pp. 94-113.
  42. A. Guschin, E. Khorov, A. Kiryanov, A. Lyakhov, A. Safonov. P-persistent Queue Management to Overcome Channel Failures in IEEE 802.11 Networks for Real-time Multimedia Streaming. Lecture Notes in Computer Science, 2013, v. 8072, pp. 70-80.
  43. 2012
  44. Кирьянов А.Г., Ляхов А.И., Некрасов П.О., Платов Д.А., Сафонов А.А., Фейзханов Р.У., Хоров Е.М., Цыганова А.М. Протокол многоадресной маршрутизации , Proximity-based Groupcast in MANET (GiM). – Информационные процессы, Том 12 №4, М. 2012. 
    Translated: A. G. Kiryanov, A. I. Lyakhov, P. O. Nekrasov, D. A. Platov, A. A. Safonov, R. U. Feizkhanov, E. M. Khorov, A. M. Tsyganova Proximity-based groupcast in MANET (GiM). Journal of Communications Technology and Electronics December 2012, Volume 57, Issue 12, pp 1303-1313.
  45. Ляхов А.И., Некрасов П.О., Островский Д.М., Cафонов А.А., Хоров Е.М. Анализ совместного использования проактивного и реактивного методов распространения сетевой информации в многошаговых беспроводных сетях. – Информационные процессы, Том 12, №4, М. 2012. 
    Translated: Lyakhov, A. I.; Nekrasov, P. O.; Ostrovsky, D. M.; Safonov A.A.; Khorov E.M. Analysis of the joint use of the proactive and reactive methods of the topology information dissemination in ad-hoc wireless networks. Journal of Communications Technology and Electronics, December 2012, Volume 57, Issue 12, pp. 1322-1330. 
  46. Evgeny Khorov, Anton Kiryanov, Andrey Lyakhov, Dmitry Ostrovsky. Analytical Study of Neighborhood Discovery and Link Management in OLSR. //IFIP Wireless Days 2012, Dublin, 2012.  (Student Travel Grant for Anton Kiryanov)
  47. Кирьянов А.Г., Цыганова А.М., Ляхов А.И., Некрасов П.О., Платов Д.А., Сафонов А.А., Фейзханов Р.У., Хоров Е.М. Протокол многоадресной маршрутизации в беспроводных самоорганизующихся сетях с детерминированным методом доступа. // Труды конференции «Информационные технологии и системы – 2012». Петрозаводск, Россия. 2012.
  48. Evgeny Khorov, Anton Kiryanov, Andrey Lyakhov, Alexander Safonov. Analytical Study of Link Management in IEEE 802.11s Mesh Networks//International Symposium on Wireless Communication Systems (ISWCS). France, 2012. P. 786-790  (Best Paper Award)
  49. Кирьянов А.Г., Хоров Е.М., Островский Д.М. Сравнение качества соединений, открываемых протоколами MPM и NHDP. // Труды конференции «Информационные технологии и системы – 2012». Петрозаводск, Россия. 2012.
  50. А.Г. Кирьянов, А.И. Ляхов, А.А. Сафонов, Е.М. Хоров. Метод оценки эффективности механизмов управления соединениями в беспроводных самоорганизующихся сетях. – Автоматика и телемеханика. 2012. № 5. С. 39–56.
    Translated: Anton Kir'yanov, Andrey Lyakhov, Alexander Safonov, Evgeny Khorov. A method to estimate efficiency of the connection control mechanisms in wireless self-organizing networks //Automation and Remote Control. Volume: 73 Issue: 5 Pages: 797-809, 2012
  51. Ляхов A.И., Островский Д.М., Хоров Е.М. Аналитическое исследование качества соединений, открытых протоколом NHDP. – Информационные процессы. 2012. Т. 12, No 1. С. 105–116.
    Translated: Andrey Lyakhov, Dmitry Ostrovsky, Evgeny Khorov. Analytical study of the quality of links established by the neighborhood discovery protocol. Journal of Communications Technology and Electronics. December 2012, Volume 57, Issue 12, pp 1314-1321.
  52. 2011
  53. Хоров Е.М., Кирьянов А.Г., Д.М. Островский, Аналитический метод исследования механизма управления соединениями в мобильных многошаговых беспроводных сетях на примере протокола NHDP. // Труды конференции «Информационные технологии и системы – 2011». С. 258–264. Геленджик, Россия. 2011.
  54. Хоров Е.М. Исследование влияния рассылки биконов на передачу периодического трафика при помощи MCCA в меш-сетях IEEE 802.11s. // Труды конференции «Информационные технологии и системы – 2011». С. 265–270. Геленджик, Россия. 2011.
  55. Некрасов П.О., Платов Д.А., Хоров Е.М. Методы повышения качества передачи голосовых потоков по меш-сети путем изменения механизма обслуживания пакетов в очереди. // Труды конференции «Информационные технологии и системы – 2011». С. 394–399. Геленджик, Россия. 2011.
  56. Кирьянов А.Г., Сафонов А.А., Хоров Е.М. Аналитическое исследование эффективности механизмов управления соединениями в меш-сетях IEEE 802.11s. // Труды конференции «Информационные технологии и системы – 2011». С. 9–16. Геленджик, Россия. 2011.
  57. E. Khorov, A. Lyakhov, A. Safonov. Flexibility of Routing Framework Architecture in IEEE 802.11 s Mesh Networks. //IEEE 8th International Conference on Mobile Adhoc and Sensor Systems (MASS). P. 777–782. Valencia, Spain, 2011. 
  58. Shvets Evgeny, Lyakhov Andrey, Safonov Alexander, Khorov Evgeny. Analytical Model of IEEE 802.11s MCCA-based Streaming in the Presence of Noise. //ACM Performance Evaluation Review. Volume 39 Issue 2, P. 38–40. New York, USA. 2011. 
  59. Некрасов П.О., Хоров Е.М., Сафонов А.А. Анализ совместного использования проактивного и реактивного способов рассылки сетевой информации в сетях MANET. // Труды конференции «Информационные технологии и системы – 2011». С. 2–10. Геленджик, Россия, 2011.
  60. 2010
  61. Сафонов А.А., Хоров Е.М., Кирьянов А.Г. Методы исследования переходных характеристик протокола OLSR при включении/выключении узла сети. //Информационные технологии и системы – 2010. С. 20–29. Геленджик, Россия, 2010.
  62. Сафонов А.А., Хоров Е.М., Некрасов П.О. Анализ эффективности методов оптимизации рассылки сетевой информации в сетях MANET. // Труды конференции «Информационные технологии и системы – 2010». С. 1–8. Геленджик, Россия, 2010.
  63. Сафонов А.А., Хоров Е.М., Красилов А.Н. Анализ эффективности протокола OLSR в канале 5МГц. // Труды конференции «Информационные технологии и системы – 2010», С. 11-19. Геленджик, Россия, 2010.
  64. Khorov Evgeny, Safonov Alexander. Multiple metrics in MANET with end - to - end QoS support for unicast and multicast traffic . //Lecture Notes in Computer Science, Vol. 6235, p. 251-262, Springer, 2010. 
  65. 2009
  66. Хоров Е.М. Метрика маршрутизации для трафика, чувствительного к задержкам. //Труды конференции «Информационные технологии и системы – 2009». С. 11–19. Пос. д/о Бекасово, Россия, 2009.
  67. Ляхов А.И., Сафонов А.А., Хоров Е.М. Распределение времени присоединения устройств к беспроводной персональной сети с распределенным управлением. – Проблемы информатики №2, С.42-53, 2009.
  68. 2008
  69. Сафонов А.А., Хоров Е.М. Распределение времени присоединения устройств к беспроводной персональной сети ECMA 368 (WiMedia). // Труды конференции «Информационные технологии и системы – 2008». Геленжик, Россия, 2008. С. 42–53.
  70. Safonov A., Lyakhov A., Khorov E. Channel Switch Time Distribution in ECMA-368 Networks. //Proc. of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC'08), France, 2008.

Conference Organization

ITaS 2015

In 2013 Evgeny Khorov organized the International Workshop on Wireless Access Flexibility (WiFlex). Worshop proceeding has been published by Springer.

In 2014, 2015 and 2016 Evgeny Khorov was the Executive Chair of the "Information Technologies and Systems" (ITaS) Conference. He has extended program committee and increased the conference audience by 50…100% with respect to previous years. Held in Sochi, the 2015 edition was attended by 217 participants. It included 33 keynotes by leading scientiests from Russia, US, EU, and Asia. In adition to oral presentations, there were 75 posters. The 2016 edition gathered over 300 participants in St.-Petersburg.

Network Protocols Research Lab

NPRL

The lab and the friends

Contact

E-mail: e@khorov.ru
Tel.: + 7 (926) 826-52-94
Skype: khorov