{"id":144014,"date":"2023-04-07T23:31:41","date_gmt":"2023-04-07T20:31:41","guid":{"rendered":"https:\/\/asvk.cs.msu.ru\/about-department\/graduate-students\/"},"modified":"2023-04-07T23:31:41","modified_gmt":"2023-04-07T20:31:41","slug":"graduate-students","status":"publish","type":"page","link":"https:\/\/asvk.cs.msu.ru\/en\/about-department\/graduate-students\/","title":{"rendered":"Graduate students"},"content":{"rendered":"<section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-grid type_grid layout_137488 personnel-grid cols_2 overflow_hidden\" id=\"us_grid_1\" style=\"--columns:2;--gap:1.5rem;\" data-filterable=\"true\"><style>@media (max-width:480px){#us_grid_1{--columns:1!important}}.layout_137488 .w-grid-item-h{border-radius:0.3rem;box-shadow:0 0.05rem 0.1rem rgba(0,0,0,0.1),0 0.17rem 0.5rem rgba(0,0,0,0.1);transition-duration:0.3s}.no-touch .layout_137488 .w-grid-item-h:hover{box-shadow:0 0.08rem 0.16rem rgba(0,0,0,0.1),0 0.27rem 0.8rem rgba(0,0,0,0.15);z-index:4}.layout_137488 .usg_vwrapper_1{margin-bottom:10px!important;overflow:hidden!important}.layout_137488 .usg_post_image_2{background:#E9E9E9!important}.layout_137488 .usg_post_title_2{color:#ffffff!important;font-size:20px!important;font-weight:700!important;background:var(--color-content-secondary)!important;padding:10px 10% 10px 10%!important}.layout_137488 .usg_vwrapper_2{padding:1rem!important}<\/style><div class=\"w-grid-list\">\t<article class=\"w-grid-item size_1x1 post-144455 post type-post status-publish format-standard has-post-thumbnail hentry category-for-students category-news\" data-id=\"144455\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/02\/software-systems-and-tools-23\/\" aria-label=\"&#8220;Software Systems and Tools&#8221; Issue No. 23\"><img loading=\"lazy\" decoding=\"async\" width=\"836\" height=\"720\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2024\/02\/Snimok-ekrana-ot-2024-02-11-11-08-16.png\" class=\"attachment-us_1024_1168 size-us_1024_1168 wp-post-image\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/02\/software-systems-and-tools-23\/\">&#8220;Software Systems and Tools&#8221; Issue No. 23<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><p>The 23rd volume of the &#8220;Software Systems and Tools&#8221; collection has been published.<\/p>\n<p>This issue is compiled from the works of students and postgraduates who received recommendations from the scientific seminar of the Department of Computing Systems and Automation. The editorial board continues the tradition of publishing it in memory of the department&#8217;s first head, L.N. Korolyov.<\/p>\n<p>The thematic collection offered to the reader publishes articles dedicated to the problems of modern computer networks, machine learning methods, tasks, and algorithms of discrete optimization, analysis of network traffic.<\/p>\n<p>You can read the articles from the collection <a href=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2024\/02\/2023_ASVK_Sbornik.pdf\">here<\/a>.<\/p>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/02\/software-systems-and-tools-23\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-140183 page type-page status-publish hentry\" data-id=\"140183\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio with_placeholder\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/advanced-computing-and-networks\/\" aria-label=\"\u00abAdvanced Computing and Networks\u00bb\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/06\/lecia.jpg\" class=\"g-placeholder\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/advanced-computing-and-networks\/\">\u00abAdvanced Computing and Networks\u00bb<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><p>CMC Lomonosov MSU \u2013 Skoltech\u2019s Master of Science Program &#8220;Advanced Computing and Networks&#8221;<br \/>\nDescription:<br \/>\nThe purpose of the master of science program &#8220;Advanced Computing and Networks&#8221; is to prepare masters of science who specialize in the intersection of computer networks, design of complex distributed systems, data processing and analysis, and machine learning. This program is implemented jointly with the Skolkovo Institute of science and technology (Skoltech). The program is implemented in English.<br \/>\nLectures, seminars and laboratory work are conducted in accordance with the schedule approved before the beginning of the semester at Lomonosov MSU and Skoltech. Upon completion of training, students pass the final state exam and defend master of science disssertation in English. Students enrolled in the joint program receive diplomas from Lomonosov MSU and Skoltech upon completion.<br \/>\nList of courses:<\/p>\n<table border=\"3\">\n<tbody>\n<tr>\n<th><\/th>\n<td>CMC Lomonosov MSU<\/td>\n<td>Skoltech<\/td>\n<\/tr>\n<tr>\n<th>1.<\/th>\n<td><a href=\"#top\">Computer Networking and Telecommunications<\/a><\/td>\n<td><a href=\"#ttp\">Introduction to IoT<\/a><\/td>\n<\/tr>\n<tr>\n<th>2.<\/th>\n<td><a href=\"#tep\">Applied Statistical Methods<\/a><\/td>\n<td><a href=\"#tpp\">Deep Learning<\/a><\/td>\n<\/tr>\n<tr>\n<th>3.<\/th>\n<td><a href=\"#tap\">Real-time computer systems: architecture, approaches to design and analysis<\/a><\/td>\n<td><a href=\"#tsp\">Introduction to Blockchain<\/a><\/td>\n<\/tr>\n<tr>\n<th>4.<\/th>\n<td><a href=\"#tip\">Distributed Algorithms: Principles of Design and Application<\/a><\/td>\n<td><a href=\"#tfp\">Communication Technologies for IoT<\/a><\/td>\n<\/tr>\n<tr>\n<th>5.<\/th>\n<td><a href=\"#tup\">Mathematical Foundations of Software Verification<\/a><\/td>\n<td><a href=\"#tgp\">Digital Signal Processing<\/a><\/td>\n<\/tr>\n<tr>\n<th>6.<\/th>\n<td><a href=\"#typ\">Introduction to Cloud Computing<\/a><\/td>\n<td><a href=\"#thp\">High Performance Computing<\/a><\/td>\n<\/tr>\n<tr>\n<th>7.<\/th>\n<td><a href=\"#tqp\">Software Defined Networks Fundamentals<\/a><\/td>\n<td><a href=\"#tjp\">Machine Learning<\/a><\/td>\n<\/tr>\n<tr>\n<th>8.<\/th>\n<td><a href=\"#twp\">Quality\u00a0of\u00a0Service\u00a0in\u00a0Computer\u00a0Networks<\/a><\/td>\n<td><a href=\"#tkp\">Innovation Workshop\u00a0(4 weeks in September, can be arranged for 1st year students)<\/a><\/td>\n<\/tr>\n<tr>\n<th>9.<\/th>\n<td><a href=\"#trp\">Seminar &#8220;Distributed Systems and Computer Networks&#8221;<\/a><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Entrance examination:<\/p>\n<ul>\n<li>written exam in applied mathematics and computer science (100 points);<\/li>\n<li>Testing that includes the following sections:<\/li>\n<\/ul>\n<p>English TOEFL ITP, interview and E&amp;I Challenge.<br \/>\nOrder of admission<\/p>\n<ol>\n<li>After submitting documents to MSU (foreign applicants should first visit\u00a0<a href=\"https:\/\/cs.msu.ru\/en\/education\/international-students\" target=\"_blank\" rel=\"noopener\">web-page<\/a>\u00a0for additional information on the admission procedure), the applicant must submit documents to Skoltech via the form on the Skoltech website (apply.skoltech.ru)\u00a0until July 16.<\/li>\n<li>The written exam in applied mathematics and computer science is held in July\u00a0(in 2021, July 22). The exam is held in Lomonosov Moscow State University. Exam option is compiled in the English language. The work must be written in English.<\/li>\n<li>In the spring, the faculty of CS holds the Lomonosov Universiade in applied mathematics and computer science. The winners and prize-winners of the Lomonosov Universiade in the field of Applied mathematics and computer science are entitled to benefits when passing a Written exam in applied mathematics and computer science.<\/li>\n<li>Students enrolled in the &#8220;Advanced Computing and Networks&#8221; program can pass the TOEFL ITP English exam on their own and provide a certificate. If there is no certificate, the exam is held at the end of June or end of July at the Skoltech.\u00a0(in 2021, July 29-30).<\/li>\n<li>The interview is conducted at the Skoltech.\u00a0(In 2021, July 29-30). Instructions for completing the interview are sent after you submit your documents to Skoltech.<\/li>\n<li>The E&amp;I Challenge is held at the Skoltech.\u00a0(In 2021, July 29-30).<\/li>\n<li>Also, students entering the program &#8220;Advanced Computing and Networks&#8221; must provide their portfolio, including, among other things, a motivational letter and two letters of recommendation in English.<\/li>\n<\/ol>\n<p><a href=\"http:\/\/master.cs.msu.ru\/files\/02-Curriculum_Uch_Sovet.pdf\" target=\"_blank\" rel=\"noopener\">Curriculum<\/a><br \/>\n<a href=\"http:\/\/master.cs.msu.ru\/?q=ru\/node\/2\" target=\"_blank\" rel=\"noopener\">Information about the program on the website of CS MSU (Curriculum, abstract and admission procedure 2021)<\/a><br \/>\n<a href=\"https:\/\/msc.skoltech.ru\/acn\" target=\"_blank\" rel=\"noopener\">Information about the program on the website of Skoltech<\/a><br \/>\n<a href=\"https:\/\/postnauka.ru\/specials\/careersinscience\" target=\"_blank\" rel=\"noopener\">Skoltech instruction for students &#8220;how to enter&#8221;<\/a><br \/>\nFor potential students may be interested in the following materials:<\/p>\n<ol>\n<li><a href=\"https:\/\/postnauka.ru\/video\/98545\" target=\"_blank\" rel=\"noopener\">How do I write a motivational letter to the University?<\/a><\/li>\n<li><a href=\"https:\/\/postnauka.ru\/video\/98216\" target=\"_blank\" rel=\"noopener\">How to make a resume for the University?<\/a><\/li>\n<li><a href=\"https:\/\/postnauka.ru\/video\/98217\" target=\"_blank\" rel=\"noopener\">How do I get an interview for a master&#8217;s degree?<\/a><\/li>\n<li><a href=\"https:\/\/postnauka.ru\/faq\/97956\" target=\"_blank\" rel=\"noopener\">What do I need to know about academic recommendations?<\/a><\/li>\n<\/ol>\n<p><a id=\"cnt\" name=\"cnt\"><\/a><br \/>\n<a name=\"top\"><\/a>Computer Networking and Telecommunications<br \/>\nSemester (terms):<br \/>\n1 (1-2)<br \/>\nLecturer:<br \/>\nCorr. RAS, Professor R.L. Smelyansky<br \/>\nDescription:<br \/>\nThe aim of this course is to shows students the modern trends in architecture of computer networks, protocol stack, network management, methods and tools of network operation analysis. Along the course, computer networks are considered from the viewpoint of a telecom provider. The focus is on the study of and practice in software defined networks, methods and tools for network operation analysis as by means of simulation (NPS and Mininet systems) as my means of formal verification methods and network calculus. The basic modules of the course are: Modern data transmission systems; MPLS technology; Software defined networks; Analysis of computer networks operation by means of simulation; Methods of QoS management in computer networks; Routing policies management in computer networks; Storage area networks.<br \/>\nPrerequisites:<br \/>\nQualification of a bachelor in technology, computer networks.<br \/>\n<a id=\"asm\" name=\"asm\"><\/a><br \/>\n<a name=\"tep\"><\/a>Applied Statistical Methods<br \/>\nSemester (terms):<br \/>\n1 (1-2)<br \/>\nLecturer:<br \/>\nAssistant professor A.I. Maysuradze<br \/>\nDescription:<br \/>\nThe course covers the basic methods of applied statistics and statistical recognition. In order to connect two parallel widespread notations, the presentation is carried out both from the point of view of classical statistics and from the point of view of data science. Particular attention is paid to the typology of statistical recognition problems: the receipt of additional information changes the problem statements themselves. As an illustration of the use of the basic tools presented in the course, an introduction is given to some additional sections of statistics that are often used in data collection and analysis.<br \/>\nPrerequisites:<br \/>\nLinear algebra, Python basics.<br \/>\n<a id=\"rtcs\" name=\"rtcs\"><\/a><br \/>\n<a name=\"tap\"><\/a>Real-time computer systems: architecture, approaches to design and analysis<br \/>\nSemester (terms):<br \/>\n3 (5-6)<br \/>\nLecturer:<br \/>\nSenior researcher V.V. Balashov<br \/>\nDescription:<br \/>\nThe aim of this course is to introduce the students to the main principles of real time information control systems (RT ICS) design, organization of computations in RT ICS, typical architectures of computational blocks and data transfer networks of RT ICS, basic algorithmic problems of computations and data exchange scheduling in RT ICS, as well as algorithms for solving these problems. Specific emphasis is made on analysis of timing properties of RT ICS operation and justification of its conformance to deadlines, as well as to testing of RT ICS as hardware\/software systems.<br \/>\nPrerequisites:<br \/>\nQualification of a bachelor in technology, computer architecture.<br \/>\n<a id=\"da\" name=\"da\"><\/a><br \/>\n<a name=\"tip\"><\/a>Distributed Algorithms: Principles of Design and Application<br \/>\nSemester (terms):<br \/>\n2 (3-4)<br \/>\nLecturer:<br \/>\nProfessor V.A. Zakharov<br \/>\nDescription:<br \/>\nThe aim of this course is to shows students specialized in software engineering how to design, implement, and analyze distributed algorithms, to introduce them to the basic algorithmic problems arised in the designing of distributed systems (network protocols, embedded systems, multiprocessor computer systems, parallel programs), to the common solutions to these problems, to mathematical models and techniques used in the development and analysis of distributed algorithms. Much attention is payed to the correctness and complexity issues.<br \/>\nPrerequisites:<br \/>\nQualification of a bachelor in technics, basics of algorithms.<br \/>\n<a id=\"mfsv\" name=\"mfsv\"><\/a><br \/>\n<a name=\"tup\"><\/a>Mathematical Foundations of Software Verification<br \/>\nSemester (terms):<br \/>\n3 (5-6)<br \/>\nLecturer:<br \/>\nProfessor V.A. Zakharov, Researcher V.V. Podymov<br \/>\nDescription:<br \/>\nThis course is aimed at teaching students mathematical foundations, techniques, and software tools used for formal verification of various in-formation systems (sequential and distributed programs, network protocols, microelectronic circuit designs, etc.). Much attention is payed to the model checking approach to the verification of computing systems.<br \/>\nPrerequisites:<br \/>\nQualification of a bachelor in technics, basics of mathematical logic.<br \/>\n<a id=\"icc\" name=\"icc\"><\/a><br \/>\n<a name=\"typ\"><\/a>Introduction to Cloud Computing<br \/>\nSemester (terms):<br \/>\n4 (7-8)<br \/>\nLecturer:<br \/>\nSenior researcher V.A. Antonenko<br \/>\nDescription:<br \/>\nThis course is aimed to familiarize students specializing in programming with the basics of building a cloud infrastructure with an emphasis on the network component, as well as developing and testing cloud services. The focus is on the classification of cloud infrastructures, the architecture of cloud infrastructure management systems, as well as the architecture and requirements of cloud applications.<br \/>\nPrerequisites:<br \/>\nQualification of a bachelor in technology, computer networks.<br \/>\n<a id=\"sdnf\" name=\"sdnf\"><\/a><br \/>\n<a name=\"tqp\"><\/a>Software Defined Networks Fundamentals<br \/>\nSemester (terms):<br \/>\n2 (3-4)<br \/>\nLecturer:<br \/>\nAssistant lecturer V.N. Pashkov<br \/>\nDescription:<br \/>\nThis course is aimed to in-depth study of the fundamentals of software-defined networks and approaches to the practical implementation of new technologies in modern computer networks. Software-defined networks are one of the most sought-after technologies in the field of computer networks. The technology is designed to increase the flexibility and speed of network management, accelerate the introduction of new services on the market. The technology is already used in well-known companies such as Google, Microsoft, Amazon, VmWare, AT &amp; T, etc. As part of an additional task, students are invited to implement an application for the SDN controller using one of the control protocols.<br \/>\nPrerequisites:<br \/>\nQualification of a bachelor in technology, computer networks.<br \/>\n<a id=\"qscn\" name=\"qscn\"><\/a><br \/>\n<a name=\"twp\"><\/a>Quality of Service in Computer Networks<br \/>\nSemester (terms):<br \/>\n4 (7-8)<br \/>\nLecturer:<br \/>\nProgrammer E.P. Stepanov<br \/>\nDescription:<br \/>\nThe course is dedicated to one of the most fundamental problems of computer networks: how to provide subscribers of a computer network with the communication of the quality they need. The course covers a variety of technologies that are used to solve the problem of quality in the modern Internet, corporate networks, data centers, and content distribution and distribution networks.<br \/>\nPrerequisites:<br \/>\nQualification of a bachelor in technology, computer networks.<br \/>\n<a id=\"iot\" name=\"iot\"><\/a><br \/>\n<a name=\"ttp\"><\/a>Introduction to IoT<br \/>\nSemester (terms):<br \/>\n1 (1)<br \/>\nLecturer:<br \/>\nAssistant Professor A.S. Somov<br \/>\nDescription:<br \/>\nIn the last decade, the Internet of Things (IoT) paradigm has slowly but steadily and increasingly permeated what researchers and engineers study and build. The term \u201cInternet of Things\u201d doesn\u2019t have a single definition and people today often use it to interchangeably refer to Wireless Sensor Network (WSN), Machine-to-Machine (M2M), Web of Things (WoT) and other concepts.<br \/>\nThe focus of this course is to learn about these technologies that will be extending the Internet as we know it and use it today, to interconnect not only people and computers but also sensors and associated objects.<br \/>\nThe course will be divided into two strongly coupled parts. The first part of the course covers the IoT \u2018pillar\u2019 technologies, i.e. embedded systems, wireless sensor networks, semantic technologies, and theory behind them while the second part will have a special focus on IoT development, i.e. IoT apps, open platforms, sensors and actuators, software\/middleware. Apart from covering the theory behind the IoT and \u201chow to connect things to the Internet\u201d, the course will therefore also engage the students to demonstrate the feasibility of simple IoT real applications and will challenge them to improve their applications through the use of cognitive technologies and cloud computing.<br \/>\nPrerequisites:<br \/>\nIt is an introductory course on IoT and there are no specific prerequisites.<br \/>\n<a id=\"dl\" name=\"dl\"><\/a><br \/>\n<a name=\"tpp\"><\/a>Deep Learning<br \/>\nSemester (terms):<br \/>\n2 (4)<br \/>\nLecturer:<br \/>\nAssociate Professor V.S. Lempitsky<br \/>\nDescription:<br \/>\nThe course is about Deep Learning, i.e. a new generation of neural network-based methods that have dramatically improved the performance of AI systems in such domains as computer vision, speech recognition, natural language analysis, reinforcement learning, bioinformatics. The course covers the basics of supervised and unsupervised deep learning. It also covers the details of the two most successful classes of models, namely convolutional networks and recurrent networks. In terms of application, the class emphasizes computer vision and natural language analysis tasks. The course involves a significant practical component with a large number of practical assignments.<br \/>\nPrerequisites:<br \/>\nLinear algebra, Machine learning, confident mastery of Python coding basics.<br \/>\n<a id=\"ib\" name=\"ib\"><\/a><br \/>\n<a name=\"tsp\"><\/a>Introduction to Blockchain<br \/>\nSemester (terms):<br \/>\n3 (6)<br \/>\nLecturer:<br \/>\nAssociate Professor A.A. Frolov<br \/>\nDescription:<br \/>\nThis course provides an overview of modern blockchain technology and its practical applications (Cryptocurrency, Certification, Anchoring. Industrial examples.) We will start from basic cryptography and distributed database systems and show how these tools are used in the blockchain. The covered topics are the following:<\/p>\n<ul>\n<li>Introduction to cryptography, type of cyphers. Private and Public cryptosystems<\/li>\n<li>Hash functions. Digital signatures and certificates. Public key infrastructure<\/li>\n<li>Secret sharing, esoteric protocols, mental poker<\/li>\n<li>Introduction to database systems. Distributed database systems<\/li>\n<li>The main concept of the blockchain. Consensus and Impossibility of Distributed Consensus with One Faulty Process<\/li>\n<li>Network and computational assumptions. Consensus properties<\/li>\n<li>Atomic broadcast. Tendermint. Exonum.<\/li>\n<li>Cryptocurrency, Certification, Anchoring. Industrial examples<\/li>\n<\/ul>\n<p>Prerequisites:<br \/>\nBasic programming, Calculus<br \/>\n<a id=\"cti\" name=\"cti\"><\/a><br \/>\n<a name=\"tfp\"><\/a>Communication Technologies for IoT<br \/>\nSemester (terms):<br \/>\n3 (6)<br \/>\nLecturer:<br \/>\nAssociate Professor of the Practice D.V. Lakontsev<br \/>\nDescription:<br \/>\nThis is a newly developed course that prepares students for applying modern telecommunication technologies, both wired and wireless in the Internet of Things area.<br \/>\nThe course combines lectures and labs related to hardware, transmission techniques, the medium-access control layer, networking, applications and standards for the IoT communication technologies. All technologies are considered with a use-case based approach that shows their practical application in real industrial and research scenarios.<br \/>\nPrerequisites:<br \/>\nBasic programming, basic MATLAB<br \/>\n<a id=\"dsp\" name=\"dsp\"><\/a><br \/>\n<a name=\"tgp\"><\/a>Digital Signal Processing<br \/>\nSemester (terms):<br \/>\n1 (2)<br \/>\nLecturer:<br \/>\nResearch Scientist D.N. Ivanov<br \/>\nDescription:<br \/>\nDigital signal processing (DSP) refers to various techniques for improving the accuracy and reliability of digital communications. The goal, for students of this course, will be to learn the fundamentals of Digital Signal Processing from the ground up. Starting from the basic definition of a discrete-time signal, we will work our way through Fourier analysis, filter design, sampling, signal statistics estimation theory, interpolation and quantization to build a DSP toolset complete enough to analyze a practical communication system in detail. We will also deal with modulation, synchronization and propagation channel modes. Hands-on examples and demonstration will be routinely used to close the gap between theory and practice.<br \/>\nThe extra topics covered in this course are:<\/p>\n<ul>\n<li>Fundamentals of random signal theory and analysis;<\/li>\n<li>Modelling communication signals as random processes;<\/li>\n<li>Baseband signal processing, signal synthesis and filter design for communication;<\/li>\n<li>Statistical signal processing in communication;<\/li>\n<\/ul>\n<p>It is hoped that through learning this course students will be equipped with a clear picture of DSP as well as a necessary foundation for further study of advanced DSP topics in the future.<br \/>\nPrerequisites:<br \/>\nStudents are expected to have a basic understanding of Linear algebra, Probability theory, Programming, Fourier transform, Complex numbers, Trigonometry, Convolution, Calculus<br \/>\n<a id=\"hpc\" name=\"hpc\"><\/a><br \/>\n<a name=\"thp\"><\/a>High-Performance Computing<br \/>\nSemester (terms):<br \/>\n2 (4)<br \/>\nLecturer:<br \/>\nAssociate Professor S.G. Rykovanov<br \/>\nDescription:<br \/>\nHigh-Performance Computing refers to accumulation and usage of computing power well beyond a typical desktop or laptop computer. This is a main course for various aspects of HPC and a further development of the Scientific Computing course. Together with the theoretical part and discussion of basic parallel algorithms, the course will have a practical component aimed at solving different research and industry-related problems on different computing architectures, such as modern CPUs and GPUs. The course will provide sufficient knowledge and experience in using standard parallel libraries (such as OpenMP, MPI, OpenACC and CUDA) as well as visualization software (ParaView, Visit). Students will be given a chance of using Skoltech&#8217;sworld-class HPC facilities to learn typical methods and rules of working on the large-scale collectively used supercomputers. The course is designed in such a way that students who successfully pass the exam will be able to use advanced methods of HPC in their everyday work.<br \/>\nPrerequisites:<br \/>\nStudents should know the basics of Unix-like systems, C\/C++ programming language and preferably have the basic knowledge of Python. Knowledge of basic undergraduate mathematics (calculus, linear algebra, ODEs and PDEs) is a plus.<br \/>\n<a id=\"ml\" name=\"ml\"><\/a><br \/>\n<a name=\"tjp\"><\/a>Machine Learning<br \/>\nSemester (terms):<br \/>\n2 (3)<br \/>\nLecturer:<br \/>\nFull Professor I.V. Oseledets<br \/>\nDescription:<br \/>\nThe course is a general introduction to machine learning (ML) and its applications. It covers fundamental modern topics in ML, and describes the most important theoretical basis and tools necessary to investigate properties of algorithms and justify their usage. It also provides important aspects of the algorithms applications, illustrated using real-world problems. The course starts with an overview of canonical ML applications and problems, learning scenarios, etc. and introduction into theoretical foundations of ML. We present the most novel theoretical tools and concepts trying to be as succinct as possible. Then we discuss in depth fundamental ML algorithms for classification, regression, boosting, etc., their properties as well as their practical applications. The last part of the course is devoted to advanced ML topics such that metric learning, kernel mean embedding of distributions, anomaly detection, reinforcement learning, etc. Within practical sections, we show how to use the methods above to crack various real-world problems. Home assignments include application of existing algorithms to solve applied industrial problems, development of modifications of ML algorithms, as well as some theoretical exercises. The students are assumed to be familiar with basic concepts in linear algebra, probability and real analysis. The success and even feasibility of conducting many modern industrial and scientific projects in a variety of domains is increasingly dependent on a correct analysis of the collected information. Therefore, nowadays almost every specialist should have an idea of the opportunities and limitations that arise when using the existing arsenal of methods and tools for Data Mining. The objective of the course is precisely to create the student&#8217;s understanding of the analytical activity and the corresponding mathematical theory. The main classes of problems of machine learning and methods for their solution are considered. The skills of solving such problems using common statistical packages are given.<br \/>\nPrerequisites:<br \/>\nNumerical Linear Algebra and Optimization Methods.<br \/>\n<a id=\"iw\" name=\"iw\"><\/a><br \/>\n<a name=\"tkp\"><\/a>Innovation Workshop<br \/>\nSemester (terms):<br \/>\n2 weeks in September, can be arranged for 2nd-year students<br \/>\nDescription:<br \/>\n&#8220;The Innovation Workshop (IW) is a unique one-month, full-time, intensive \u201cboot camp\u201d style MS-level course that unites the entire Skoltech incoming class with Skoltech faculty and esteemed invited mentors to create a foundational experience in Entrepreneurship and Innovation (E&amp;I) for all. IW is designed to instil a positive \u201ccan-do\u201d teamwork attitude in the Skoltech culture, as well as to cultivate the art of prototyping the entire end-user need. IW students prototype quickly, under pressure, with help from others, and based on whatever resources are at hand.<br \/>\nExperiential inquiry-based learning leads IW student through the entire technology innovation cycle along the three pillars of innovation:<\/p>\n<ul>\n<li>Impact (a.k.a. End User Need),<\/li>\n<li>Embedded Technology Prototype (provided and validated by good science),<\/li>\n<li>End User Delivery (a.k.a. Business Model).<\/li>\n<\/ul>\n<p>This work is performed in cross-disciplinary teams operating under time pressure thus creating a real-life experience of a complex innovation project. IW is less about knowledge and more about developing skills and attitudes necessary to lead a successful life in innovation. It is also an opportunity for students to learn more about Skoltech\u2019s basic values and meet the entire class and most of the faculty in an intensive relationship-building setting.&#8221;<br \/>\nPrerequisites:<br \/>\nQualification of a bachelor in technics, technology, natural sciences.<\/p>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/advanced-computing-and-networks\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-140044 page type-page status-publish has-post-thumbnail hentry\" data-id=\"140044\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/\" aria-label=\"About department\"><img loading=\"lazy\" decoding=\"async\" width=\"366\" height=\"223\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/03\/16S.jpg\" class=\"attachment-us_1024_1168 size-us_1024_1168 wp-post-image\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/\">About department<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><div class=\"wpb_text_column us_custom_50cc7d67\"><div class=\"wpb_wrapper\"><h3>The Department of Computing Systems and Automation (ASVK)<\/h3>\n<p style=\"color: #333399;\">Head of the Department, Doctor of Science, member.-Corr. RAS, Professor Ruslan L. Smelyansky<\/p>\n<p>The Department is part Of the Faculty of Computational Mathematics and Cybernetics (CMC).<\/p>\n<p>The department of Computer Systems and Automation was established in 1970, at the initiative of the first Dean of the CMC faculty &#8211; Academician A.N. Tikhonov. The first head of the Department was L. N. Korolev, who headed the Department until 2016.<\/p>\n<p>The primary direction of research and educational activity of the Department, from the very beginning, is investigation of interaction between software and hardware of computers and computer networks.<\/p>\n<p>Currently, the Department researches and teaches various issues of distributed systems and modern network technologies, including Software-defined Networks (SDN), Network Function Virtualization (NFV), cloud infrastructures for Big Data processing.<\/p>\n<p>In the course of <a href=\"https:\/\/asvk.cs.msu.ru\/en\/study\/\">training<\/a> of bachelors of the faculty of CMC and undergraduates (under the master&#8217;s program &#8220;Distributed systems and networks&#8221;), the Department provides reading of a <a href=\"https:\/\/asvk.cs.msu.ru\/en\/study\/courses\/\">number of courses<\/a> and conducting <a href=\"https:\/\/asvk.cs.msu.ru\/uchebnyj-process\/specseminary\/\">special seminars<\/a>.<\/p>\n<p>Under the scientific supervision of the Department, there is a laboratory of Computer systems and a laboratory of &#8220;Cloud computing management Systems&#8221;.<\/p>\n<\/div><\/div><div class=\"w-image align_none\"><a ref=\"magnificPopup\" href=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/04\/Plakat-ASVK.jpg\" aria-label=\"\u041f\u043b\u0430\u043a\u0430\u0442-\u0410\u0421\u0412\u041a\" class=\"w-image-h\"><img decoding=\"async\" width=\"1575\" height=\"2100\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/04\/Plakat-ASVK.jpg\" class=\"attachment-full size-full\" alt=\"\u041f\u043b\u0430\u043a\u0430\u0442 \u0410\u0421\u0412\u041a\" loading=\"lazy\" srcset=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/04\/Plakat-ASVK.jpg 1575w, https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/04\/Plakat-ASVK-225x300.jpg 225w, https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/04\/Plakat-ASVK-768x1024.jpg 768w\" sizes=\"auto, (max-width: 1575px) 100vw, 1575px\" \/><\/a><\/div>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-140188 page type-page status-publish hentry\" data-id=\"140188\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio with_placeholder\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/adaptive-communication\/\" aria-label=\"Adaptive communication\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/06\/lecia.jpg\" class=\"g-placeholder\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/adaptive-communication\/\">Adaptive communication<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><p>The development of intelligent methods of network management is one of the most relevant areas of research in the field of computer networks. Advances in this area will give us an opportunity to improve network performance by more efficient use of available resources and optimize network operation for specific applications . Such an optimization is often of fundamental importance because it can yield a competitive advantage. For example, it may be useful in the organization of cloud computing, in live streaming with content delivery networks, in building interactive online services and games, in consolidation of sensors and actuators which form the basis of IOT.<br \/>\nOur laboratory is working in several areas of adaptive communication:<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li>Adaptive configuration of network applications and switching equipment. The idea of this area is to automate assignment of configurable network parameters of the network, as derived from the current state of the network environment. Laboratory staff has accumulated extensive experience in working with multipath transport connections, which distribute the data to several routes through the network. The original development of the laboratory is the FDMP Protocol, which provides a predetermined quality of network connections by the built-in mechanisms of changing the number of routes involved by them and redistribution of these routes over the network topology.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li>Network protocols with configurable semantics. Modern network applications and services de facto are based on two main protocols: UDP, which is simple but unreliable, and TCP, which is reliable but not transparent. However, the abstractions and interfaces offered by these protocols are not well suited for all tasks which appear in practice. Research in this area suggests increasing connection performance by increasing flexibility of interfaces and services, which are provided by transport protocol, and adjusting these interfaces depending on the requirements of a particular distributed application.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li>Programmable packet processing. Inside this issue our laboratory is working on building lightweight methods of processing network traffic packets, inter-layer optimization of the network stack, expanding the functionality of network equipment. One of the most urgent tasks of this topic is the development of proxy servers suitable for splitting long transport connections into sequences of shorter connections in order to optimize them for the correspondent network segments.<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>The specificity of the research in the field of adaptive communications is in close intersection of network engineering and software engineering, since networks are moving away from proprietary devices with fixed functionality and are moving towards open, programmable interfaces, and formal mathematical approach. The Laboratory provides its students have an opportunity to work with modern equipment (powerful servers, fiber optic lines, high-performance switches), to enhance programming skills (distributed architecture, network stack, Linux kernel), and to apply their mathematical knowledge in practice.<\/p>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/adaptive-communication\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-140191 page type-page status-publish hentry\" data-id=\"140191\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio with_placeholder\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/cloud-computing-building-and-management-technologies\/\" aria-label=\"Cloud computing building and management technologies\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/06\/lecia.jpg\" class=\"g-placeholder\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/cloud-computing-building-and-management-technologies\/\">Cloud computing building and management technologies<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><p>Network Functions Virtualization (NFV) is the concept of separation of network node function from hardware which implements it, using virtualization technology. NFV allows software-based deployment and management of network functions on a standart data center&#8217;s hardware through the virtualization of physical resources (computing, network and storage). This ensures independence of the network service logic from the hardware on which it operates. The &#8220;Virtual Network Function&#8221; (VNF) engineering depends on the goals for which the virtualization infrastructure of network functions is built, on who builds this infrastructure and for what. Examples of NFV are services for the network traffic analysis, management and engineering. The sample of a virtual network function for telecom operators is a software that provides the functionality of appliance for a traffic switching, routing, filtering, balancing, etc. Other examples might be Voice over IP, video conference, EPC, billing, DPI (Deep Package Inspection), traffic engineering and monitoring, and the like.<br \/>\nAdvantages of the NFV concept are the possibilities of dynamic scaling, automatic configuration of virtual network functions, efficient use of physical resources and their redistribution.<br \/>\nThis research area covers a wide range of issues related to the cloud infrastructures organization:<\/p>\n<ul>\n<li>Virtual function&#8217;s life cycle maintenance in the cloud infrastructure;<\/li>\n<li>Tools development for creating and editing of virtual functions;<\/li>\n<li>Validation and verification of virtual functions software;<\/li>\n<li>Planning of the cloud infrastructure resources according to the VNF orchestration policy;<\/li>\n<li>Integration of real-time monitoring systems for the implementation of VNF orchestration policy;<\/li>\n<li>Development of management algorithms for distributed cloud environments;<\/li>\n<li>Development of algorithms for synchronizing the state of resources between components of a distributed cloud;<\/li>\n<li>Building of a blockchain-based chargeback system for distributed cloud environments;<\/li>\n<li>Development of a micro-service cloud platform architecture based on lightweight virtualization;<\/li>\n<li>Development of Dark Data Analysis systems for analysis of cloud monitoring logs data in order to form a recommendation for the cloud operator (Self-Service Analytics);<\/li>\n<li>High-Performance Computing as a Service development (HPCaaS);<\/li>\n<li>Development of a system for automatic deployment of cloud software on a high performance infrastructure (HPC Cloud).<\/li>\n<\/ul>\n<p>The main research directions in the NFV area are as follows:<\/p>\n<ol>\n<li>Development and implementation of the interdomain interaction management system in a distributed NFV platform. The goal is to organize cloud&#8217;s components interaction in a distributed NFV platform;<\/li>\n<li>Verification and validation algorithms for virtual network functions. The research\u2019s aim is in developing methods and tools that allow to accelerate, simplify and make more secure the process of network functions transfer to the NFV platform;<\/li>\n<li>Efficient use of physical resources by lightweight containers in cloud systems. The aim is to build a monitoring system that allows efficient planning and replanning (in the case of migration) of the containers&#8217; location in the cloud.<\/li>\n<\/ol>\n<p>Publications:<br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/39010439\/\" target=\"_blank\" rel=\"noopener\">Antonenko V.A., Mikheev P.A. Development of the container virtualization system for building simulation models of computer networks (in Russian). https:\/\/istina.msu.ru\/publications\/article\/39010439\/<\/a><br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/28174040\/\" target=\"_blank\" rel=\"noopener\">Pinaeva N.M., Antonenko V.A. Development of the virtual network functions management system for the cloud platform (in Russian). https:\/\/istina.msu.ru\/publications\/article\/28174040\/<\/a><br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/28174140\/\" target=\"_blank\" rel=\"noopener\">Romanov A.R. Antonenko V.A. Development of the system for provisioning of reliable and scalable virtual network service in the cloud environment (in Russian). https:\/\/istina.msu.ru\/publications\/article\/28174140\/<\/a><br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/7491696\/\" target=\"_blank\" rel=\"noopener\">V. Antonenko, R. Smeliansky, I. Baldin et al. Towards sdi-bases infrastructure for supporting science in Russia https:\/\/istina.msu.ru\/publications\/article\/7491696\/<\/a><br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/17305581\/\" target=\"_blank\" rel=\"noopener\">Perevedentsev M., Antonenko V. Localizing errors in controller applications https:\/\/istina.msu.ru\/publications\/article\/17305581\/<\/a><\/p>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/cloud-computing-building-and-management-technologies\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-144486 post type-post status-publish format-standard has-post-thumbnail hentry category-for-students category-news\" data-id=\"144486\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/03\/students-visit-n-k-rerich-exposition\/\" aria-label=\"CMC students visit N.K. Rerich exposition\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2024\/03\/photo_2024-03-11_14-48-45-1024x576.jpg\" class=\"attachment-us_1024_1168 size-us_1024_1168 wp-post-image\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/03\/students-visit-n-k-rerich-exposition\/\">CMC students visit N.K. Rerich exposition<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><p><strong>March 7, 2024<\/strong> students of the 3-4th years of the Bachelor&#8217;s program and the 1-2nd years of the Master&#8217;s program from the Department of Automated Systems of Computing Complexes at the Faculty of Computational Mathematics and Cybernetics of Lomonosov Moscow State University, accompanied by Associate Professor Dmitry Yurievich Volkanov, visited the exhibition dedicated to the 150th anniversary of the birth of Nikolai Konstantinovich Roerich, held at the Tretyakov Gallery on Krymsky Val. <\/p>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/03\/students-visit-n-k-rerich-exposition\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-144450 post type-post status-publish format-standard has-post-thumbnail hentry category-announcements\" data-id=\"144450\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/04\/conference-mathematics-in-the-constellation-of-sciences\/\" aria-label=\"Conference &#8220;Mathematics in the Constellation of Sciences&#8221;\"><img loading=\"lazy\" decoding=\"async\" width=\"950\" height=\"994\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2024\/02\/MGU_2024.png\" class=\"attachment-us_1024_1168 size-us_1024_1168 wp-post-image\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/04\/conference-mathematics-in-the-constellation-of-sciences\/\">Conference &#8220;Mathematics in the Constellation of Sciences&#8221;<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><p>On Tuesday, April 2, a meeting of the section \u201cMathematical Support of Modern Telecommunication Systems\u201d of the international conference <a href=\"https:\/\/math-conf.msu.ru\/\" target=\"_blank\" rel=\"noopener\">\u201cMathematics in the Constellation of Sciences\u201d<\/a> will be held, dedicated to the anniversary of the rector of Lomonosov Moscow State University Academician Viktor Antonovich Sadovnichiy.<\/p>\n<p>The track <strong>\u201cMathematical support of modern telecommunication systems\u201d<\/strong> will begin operating at 14:00 in room 247a; more details about the regulations can be found at <a href=\"https:\/\/math-conf.msu.ru\/program\" target=\"_blank\" rel=\"noopener\">the link<\/a>.<\/p>\n<p><strong>Track chairman:<\/strong> <span><a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/staff\/smeliansky-ruslan-leonidovich\/\">Ruslan Leonidovich Smelyansky<\/a>, corresponding member of the Russian Academy of Sciences, professor<\/span>.<\/p>\n<p><span><strong>Track secretary:<\/strong> <a href=\"https:\/\/asvk.cs.msu.ru\/o-kafedre\/sotrudniki\/stepanov-evgenij-pavlovich\/\">Stepanov Evgenyi Pavlovich<\/a>, assistant.<\/span><\/p>\n<table class=\"t431__table \" width=\"100%\" data-table-width=\"16%;84%\">\n<tbody class=\"t431__tbody\">\n<tr class=\"t431__evenrow\">\n<td class=\"t431__td t-text\" width=\"16%\"><strong>Time<\/strong><\/td>\n<td class=\"t431__td t-text\" width=\"84%\"><strong>Thesis<\/strong><\/td>\n<\/tr>\n<tr class=\"t431__oddrow\">\n<td class=\"t431__td t-text\" width=\"16%\">14:00 \u2013 14:30<\/td>\n<td class=\"t431__td t-text\" width=\"84%\"><b>AI in next-generation computing infrastructure management<\/b><br \/>\n<a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/staff\/smeliansky-ruslan-leonidovich\/\"><i>R. L. Smelyansky<\/i><\/a>, Corresponding Member of the Russian Academy of Sciences, Head of the Department of Automation of Computer Systems, Moscow State University named after M. V. Lomonosov<\/td>\n<\/tr>\n<tr class=\"t431__evenrow\">\n<td class=\"t431__td t-text\" width=\"16%\">14:30 \u2013 15:00<\/td>\n<td class=\"t431__td t-text\" width=\"84%\"><b>Predicting the timing characteristics of edge computing<\/b><br \/>\n<b>when implementing applied network services<\/b><br \/>\n<a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/staff\/piskovski-viktor-olegovich\/\"><i>V. O. Piskovsky<\/i><\/a>, leading researcher, M. V. Lomonosov Moscow State University<\/td>\n<\/tr>\n<tr class=\"t431__oddrow\">\n<td class=\"t431__td t-text\" width=\"16%\">15:00 \u2013 15:30<\/td>\n<td class=\"t431__td t-text\" width=\"84%\"><b>\u0410\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0442\u0435\u043b\u0435\u043a\u043e\u043c\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439<\/b><br \/>\n<b>\u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u043a \u0438\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u044e<\/b><br \/>\n<i>Yu. Yu. Terentyeva<\/i>, \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0438\u043a \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f, \u0424\u0413\u0410\u041d\u0423 \u0426\u0418\u0422\u0438\u0421<\/td>\n<\/tr>\n<tr class=\"t431__evenrow\">\n<td class=\"t431__td t-text\" width=\"16%\">15:30 \u2013 16:00<\/td>\n<td class=\"t431__td t-text\" width=\"84%\"><b>\u0411\u0430\u043b\u0430\u043d\u0441\u0438\u0440\u043e\u0432\u043a\u0430 \u0442\u0440\u0430\u043d\u0441\u043f\u043e\u0440\u0442\u043d\u044b\u0445 \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u043c\u043d\u043e\u0433\u043e\u0430\u0433\u0435\u043d\u0442\u043d\u044b\u043c \u043c\u0435\u0442\u043e\u0434\u043e\u043c \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f<\/b><br \/>\n<b>\u0432 \u043d\u0430\u043b\u043e\u0436\u0435\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438<\/b><br \/>\n<a href=\"https:\/\/asvk.cs.msu.ru\/o-kafedre\/sotrudniki\/stepanov-evgenij-pavlovich\/\"><i>E. P. Stepanov<\/i><\/a>, \u0430\u0441\u0441\u0438\u0441\u0442\u0435\u043d\u0442, \u041c\u0413\u0423 \u0438\u043c\u0435\u043d\u0438 \u041c. \u0412. \u041b\u043e\u043c\u043e\u043d\u043e\u0441\u043e\u0432\u0430<\/td>\n<\/tr>\n<tr class=\"t431__oddrow\">\n<td class=\"t431__td t-text\" width=\"16%\">16:00 \u2013 16:30<\/td>\n<td class=\"t431__td t-text\" width=\"84%\"><b>\u041c\u0435\u0442\u043e\u0434\u044b \u043e\u0446\u0435\u043d\u043a\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u0441\u0435\u0442\u0435\u0432\u043e\u0433\u043e \u0442\u0440\u0430\u0444\u0438\u043a\u0430 \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447\u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u0433\u0435\u0442\u0435\u0440\u043e\u0433\u0435\u043d\u043d\u044b\u0445 \u043a\u0430\u043d\u0430\u043b\u043e\u0432 \u0432 \u0441\u0435\u0442\u044f\u0445 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0438 \u0434\u0430\u043d\u043d\u044b\u0445<\/b><br \/>\n<a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/graduate-students\/ryazanov-aleksandr-mihajlovich\/\"><i>A.M. Ryazanov<\/i><\/a>, graduate student, M.V. Lomonosov MSU<br \/>\n<a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/staff\/volkanov-dmitry-yurievich\/\">D. Yu. Volkanov<\/a>, \u0434\u043e\u0446\u0435\u043d\u0442, \u041c\u0413\u0423 \u0438\u043c\u0435\u043d\u0438 \u041c. \u0412. \u041b\u043e\u043c\u043e\u043d\u043e\u0441\u043e\u0432\u0430<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/2024\/04\/conference-mathematics-in-the-constellation-of-sciences\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-140039 page type-page status-publish hentry\" data-id=\"140039\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio with_placeholder\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/contact-us\/\" aria-label=\"Contacts\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/06\/lecia.jpg\" class=\"g-placeholder\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/contact-us\/\">Contacts<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p>The Department of Computing Systems and Automation (ASVK),<\/p>\n<p>Faculty of Computational Mathematics and Cybernetics of M.V. Lomonosov Moscow State University.<\/p>\n<p><strong>Postal address:<\/strong> 119992, Russia, Moscow, Moscow State University, Leninskie Gory, 1, building 52, room 764.<br \/>\n<strong>Phone:<\/strong> +7 495 939 4671<br \/>\n<strong>Fax:<\/strong> +7 495 939 2596<br \/>\n<strong>E- mail:<\/strong> <a href=\"mailto:info@asvk.cs.msu.ru\">info@asvk.cs.msu.ru<\/a><\/p>\n<p><strong>Department head:<\/strong> professor, corresponding member RAS Ruslan Leonidovich Smelyansky<br \/>\n<strong>Assistant Manager:<\/strong> Svetlana Anatolyevna Kosacheva, <a href=\"mailto:sveta@lvk.cs.msu.ru\">sveta@lvk.cs.msu.ru<\/a><br \/>\n<strong>Scientific secretary:<\/strong> Ph.D. Dmitry Yurievich Volkanov, <a href=\"mailto:volkanov@lvk.cs.msu.ru\">volkanov@lvk.cs.msu.ru<\/a><\/p>\n<\/div><\/div><div class=\"w-image align_none\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"473\" height=\"447\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/04\/map_1-1.gif\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" \/><\/div><\/div>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/contact-us\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-144488 post type-post status-publish format-standard has-post-thumbnail hentry category-for-students category-news\" data-id=\"144488\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/2023\/10\/department-fair-2023\/\" aria-label=\"Department Fair 2023\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-stand-boost.jpg\" class=\"attachment-us_1024_1168 size-us_1024_1168 wp-post-image\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/2023\/10\/department-fair-2023\/\">Department Fair 2023<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><div class=\"wpb_text_column us_custom_4f24afa8\"><div class=\"wpb_wrapper\"><p><strong>October 7 (Saturday)<\/strong> ASVK department took part in the annual \u201cDepartment Fair\u201d of the Faculty of Computational Mathematics and Cybernetics. The event took place in the northern foyer of the second floor of the 2nd GUM.<br \/>\nEmployees and graduate students of the department spoke about the general direction of research of the departments, scientific interests of teachers, events, projects and major scientific research, employment prospects after graduation.<\/p>\n<\/div><\/div><div class=\"w-slider us_custom_4f24afa8 style_none fit_scaledown nav_thumbs count_5\" style=\"--thumbs-width:4rem;--thumbs-gap:4px;\"><div class=\"w-slider-h\"><div class=\"royalSlider\"><div class=\"rsContent\"><a class=\"rsImg\" data-rsw=\"1024\" data-rsh=\"576\" data-rsBigImg=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-stand-boost.jpg\" href=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-stand-boost-1024x576.jpg\"><span data-alt=\"\"><\/span><\/a><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-stand-boost-150x150.jpg\" class=\"rsTmb\" alt=\"\" \/><\/div><div class=\"rsContent\"><a class=\"rsImg\" data-rsw=\"1024\" data-rsh=\"768\" data-rsBigImg=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-1.jpg\" href=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-1-1024x768.jpg\"><span data-alt=\"\"><\/span><\/a><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-1-150x150.jpg\" class=\"rsTmb\" alt=\"\" \/><\/div><div class=\"rsContent\"><a class=\"rsImg\" data-rsw=\"1024\" data-rsh=\"576\" data-rsBigImg=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-2-concentrate.jpg\" href=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-2-concentrate-1024x576.jpg\"><span data-alt=\"\"><\/span><\/a><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-2-concentrate-150x150.jpg\" class=\"rsTmb\" alt=\"\" \/><\/div><div class=\"rsContent\"><a class=\"rsImg\" data-rsw=\"1024\" data-rsh=\"576\" data-rsBigImg=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-3-concentrate.jpg\" href=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-3-concentrate-1024x576.jpg\"><span data-alt=\"\"><\/span><\/a><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-3-concentrate-150x150.jpg\" class=\"rsTmb\" alt=\"\" \/><\/div><div class=\"rsContent\"><a class=\"rsImg\" data-rsw=\"1024\" data-rsh=\"576\" data-rsBigImg=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-4.jpg\" href=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-4-1024x576.jpg\"><span data-alt=\"\"><\/span><\/a><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-listeners-4-150x150.jpg\" class=\"rsTmb\" alt=\"\" \/><\/div><\/div><img decoding=\"async\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-stand-boost-1024x576.jpg\" width=\"1024\" height=\"576\" alt loading=\"lazy\"><\/div><div class=\"w-slider-json\" onclick='return {&quot;autoScaleSlider&quot;:true,&quot;addActiveClass&quot;:true,&quot;loop&quot;:true,&quot;fadeInLoadedSlide&quot;:false,&quot;slidesSpacing&quot;:0,&quot;imageScalePadding&quot;:0,&quot;numImagesToPreload&quot;:2,&quot;arrowsNav&quot;:true,&quot;arrowsNavAutoHide&quot;:false,&quot;transitionType&quot;:&quot;move&quot;,&quot;transitionSpeed&quot;:250,&quot;block&quot;:{&quot;moveEffect&quot;:&quot;none&quot;,&quot;speed&quot;:300},&quot;thumbs&quot;:{&quot;fitInViewport&quot;:false,&quot;firstMargin&quot;:false,&quot;spacing&quot;:4},&quot;controlNavigation&quot;:&quot;thumbnails&quot;,&quot;autoplay&quot;:{&quot;enabled&quot;:true,&quot;pauseOnHover&quot;:true,&quot;delay&quot;:3000},&quot;fullscreen&quot;:{&quot;enabled&quot;:true},&quot;autoScaleSliderWidth&quot;:1024,&quot;autoScaleSliderHeight&quot;:576}'><\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><a href=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/10\/yarmarka-2023-blagodarnost.pdf\">Official gratitude<\/a> from the head of the department of ASVK, <a href=\"https:\/\/asvk.cs.msu.ru\/o-kafedre\/sotrudniki\/smelyanskij-ruslan-leonidovich\/\">Ruslan Leonidovich Smelyansky<\/a>, and the dean of the Faculty of Computational Mathematics and Mathematics, Igor Anatolyevich Sokolov, was announced to the following participants of the \u201cDepartment Fair 2023\u201d:<\/p>\n<ul>\n<li>leading researcher <a href=\"https:\/\/asvk.cs.msu.ru\/o-kafedre\/sotrudniki\/piskovskij-viktor-olegovich\/\">Piskovsky Viktor Olegovich<\/a><\/li>\n<li>graduate student <a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/graduate-students\/ryazanov-aleksandr-mihajlovich\/\">Ryazanov Alexander Mikhailovich<\/a><\/li>\n<li>graduate student <a href=\"https:\/\/asvk.cs.msu.ru\/o-kafedre\/aspiranty\/garkavyj-ivan-sergeevich\/\">Garkavyi Ivan Sergeevich<\/a><\/li>\n<li>graduate student <a href=\"https:\/\/asvk.cs.msu.ru\/en\/about-department\/graduate-students\/nikiforov-nikita-igorevich\/\">Nikiforov Nikita Igorevich<\/a><\/li>\n<\/ul>\n<p>The main goal of the \u201cDepartment Fair\u201d is to introduce junior students to teachers, graduates, as well as senior students who will talk about various aspects of the activities of their departments.<\/p>\n<\/div><\/div>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/2023\/10\/department-fair-2023\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n\t<article class=\"w-grid-item size_1x1 post-140198 page type-page status-publish hentry\" data-id=\"140198\">\r\n\t\t<div class=\"w-grid-item-h\">\r\n\t\t\t\t\t\t<div class=\"w-vwrapper usg_vwrapper_1 align_none valign_top\" style=\"--vwrapper-gap:0px\"><div class=\"w-post-elm post_image usg_post_image_2 has_ratio with_placeholder\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/development-of-new-programming-languages-for-sdn\/\" aria-label=\"Development of new programming languages for SDN\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/asvk.cs.msu.ru\/wp-content\/uploads\/2023\/06\/lecia.jpg\" class=\"g-placeholder\" alt=\"\" \/><\/a><div style=\"padding-bottom:100%\"><\/div><\/div><h2 class=\"w-post-elm post_title usg_post_title_2 has_text_color align_center entry-title color_link_inherit\"><a href=\"https:\/\/asvk.cs.msu.ru\/en\/development-of-new-programming-languages-for-sdn\/\">Development of new programming languages for SDN<\/a><\/h2><\/div><div class=\"w-vwrapper usg_vwrapper_2 align_none valign_top\"><div class=\"w-post-elm post_content usg_post_content_1 without_sections\"><div class=\"panel-pane pane-node-title\">\n<div class=\"pane-content\">\nIn this area the following works are in progress:<\/p>\n<ul>\n<li>Development of new abstractions for SDN network applications programming.<br \/>\nTo simplify development and debugging of new applications it\u2019s necessary to develop a high-level network application programming language to hide low-level aspects of OpenFlow.<\/li>\n<li>Development of automatic rule generation system in SDN.<br \/>\nIt\u2019s necessary to create OpenFlow rules automatically from high-level abstractions. Enhancement of Maple system is proposed as the basis, which is employed in open source version of RunOS controller.<\/li>\n<li>Development of collision resolution system for SDN network applications.<br \/>\nTo simplify development and debugging of new applications, we need to develop a system for collision resolution and consolidation of OpenFlow protocol rules..<\/li>\n<li>Working with heterogenous SDN switch hardware (partial OpenFlow handling, different packet processing pipelines, discriminatory rule tables and maximum number of rules)<\/li>\n<\/ul>\n<p>To simplify creation of new applications for various OpenFlow switch architectures, it\u2019s necessary to develop a translation system of full OpenFlow rules into their packet processing pipelines.<br \/>\nPublications:<br \/>\n<a href=\"https:\/\/arccn.github.io\/runos\" target=\"_blank\" rel=\"noopener\">\u041a\u043e\u043d\u0442\u0440\u043e\u043b\u043b\u0435\u0440 Runos\/Runos SDN controller<\/a><br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/11231033\/\" target=\"_blank\" rel=\"noopener\">The Runos OpenFlow Controller<\/a><br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/6049644\/\" target=\"_blank\" rel=\"noopener\">Advanced study of SDN\/OpenFlow controllers<\/a><br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/53650999\/\" target=\"_blank\" rel=\"noopener\">\u0421\u0438\u0441\u0442\u0435\u043c\u044b \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u043f\u0440\u0430\u0432\u0438\u043b \u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e-\u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u0441\u0435\u0442\u044f\u0445\/Software-defined networks automatic rule generation systems<\/a><br \/>\n<a href=\"https:\/\/istina.msu.ru\/publications\/article\/14739385\/\" target=\"_blank\" rel=\"noopener\">SDN programming challenges and approaches to handle them in an OpenFlow controller<\/a>\n<\/div>\n<\/div>\n<div class=\"panel-pane pane-entity-field pane-node-body u-news\">\n<div class=\"pane-content\">\n<div class=\"field field-name-body field-type-text-with-summary field-label-hidden\">\n<div class=\"field-items\">\n<div class=\"field-item even\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><a class=\"w-btn us-btn-style_3 usg_btn_3 icon_atright\" href=\"https:\/\/asvk.cs.msu.ru\/en\/development-of-new-programming-languages-for-sdn\/\"><span class=\"w-btn-label\">More info<\/span><i class=\"fas fa-chevron-right\"><\/i><\/a><\/div>\t\t<\/div>\r\n\t\t\t<\/article>\r\n<\/div><style id=\"grid-post-content-css\">.us_custom_50cc7d67{margin-bottom:30px!important}.us_custom_4f24afa8{margin-bottom:2rem!important}<\/style><div class=\"w-grid-preloader\">\t<div class=\"g-preloader type_1\">\r\n\t\t<div><\/div>\r\n\t<\/div>\r\n\t<\/div>\t<div class=\"w-grid-json hidden\" onclick='return {&quot;action&quot;:&quot;us_ajax_grid&quot;,&quot;infinite_scroll&quot;:0,&quot;max_num_pages&quot;:6,&quot;pagination&quot;:&quot;none&quot;,&quot;template_vars&quot;:{&quot;columns&quot;:&quot;2&quot;,&quot;exclude_items&quot;:&quot;none&quot;,&quot;img_size&quot;:&quot;default&quot;,&quot;ignore_items_size&quot;:0,&quot;items_layout&quot;:&quot;137488&quot;,&quot;items_offset&quot;:&quot;1&quot;,&quot;load_animation&quot;:&quot;none&quot;,&quot;overriding_link&quot;:&quot;%7B%22url%22%3A%22%22%7D&quot;,&quot;post_id&quot;:0,&quot;query_args&quot;:{&quot;post_parent&quot;:0,&quot;post_type&quot;:&quot;any&quot;,&quot;ignore_sticky_posts&quot;:1,&quot;posts_per_page&quot;:&quot;10&quot;},&quot;orderby_query_args&quot;:{&quot;orderby&quot;:{&quot;title&quot;:&quot;ASC&quot;},&quot;order&quot;:&quot;ASC&quot;},&quot;type&quot;:&quot;grid&quot;,&quot;us_grid_post_type&quot;:&quot;current_child_pages&quot;,&quot;us_grid_ajax_index&quot;:1,&quot;us_grid_filter_query_string&quot;:null,&quot;us_grid_index&quot;:1,&quot;page_args&quot;:[],&quot;lang&quot;:&quot;en&quot;}}'><\/div>\r\n\t<\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"In this area the following works are in progress: Development of new abstractions for SDN network applications programming. To simplify development and debugging of new applications it\u2019s necessary to develop a high-level network application programming language to hide low-level aspects of OpenFlow. Development of automatic rule generation system in SDN. It\u2019s necessary to create OpenFlow...","protected":false},"author":1,"featured_media":0,"parent":140044,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-144014","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/pages\/144014","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/comments?post=144014"}],"version-history":[{"count":0,"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/pages\/144014\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/pages\/140044"}],"wp:attachment":[{"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/media?parent=144014"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/categories?post=144014"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asvk.cs.msu.ru\/en\/wp-json\/wp\/v2\/tags?post=144014"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}