About - News - Laboratory PSPOD

About the laboratory

Since 2004, the Laboratory of Industrial Systems for Streaming Data Processing of the SPbPU National Technology Initiative Center for Advanced Manufacturing Technologies (NTI Center) has been engaged in Hi-Tech research and commercial developments in the sphere of algorithms and systems for data collection and analysis. The research results are employed in the creation of analytical information systems for companies interested in business digitalization and seeking to use advanced technologies in industry, agriculture, construction, medicine, IT, housing and communal services, etc. We develop software and hardware systems for such customers as Gazpromneft, Vodokanal - St. Petersburg, KNS Group (YADRO), Plaza Lotus Group, Siemens, Philips and others. The project is co-sponsored by authoritative Russian and foreign academic organizations and laboratories. Many developments are co-financed by state funds for the development of technological innovations - the federal target program "Research and Development 2014-2020", the BRICS multilateral research initiative, the Foundation for the Promotion of Innovation, the programs of the Russian Foundation for Basic Research and the Russian Science Foundation. Priority areas of our research and development:

Systems for collecting and processing video surveillance data: detection, localization, classification of objects, detection of events.
Systems for collecting and processing the results of laser scanning and photography: hybrid data processing, bim-modeling.
Multisensory data acquisition and processing systems: monitoring the state of objects and the environment, predictive analytics.

Our team comprises over 60 experienced specialists who are competent in the modern techniques, tools and services to solve the most complex technical problems using advanced IT technologies. The laboratory is part of the NTI Center, a leading competence center of the Russian National Technological Initiative, a major project consortium in the field of “New Production Technologies” (digital design and modeling, digital twins, new materials, additive technologies), established on the basis of the innovation ecosystem of Peter the Great St. Petersburg Polytechnic University.

История

2004

начало работы научной группы

2017

создание межинститутской научно-исследовательской лаборатории «Алгоритмы и системы потоковой обработки данных» ( МНИЛ «АСПОД» ) в структуре Объединенного научно-технологического института"

2018

МНИЛ «АСПОД» включена в структуру Центра НТИ СПбПУ с названием «Промышленные системы потоковой обработки данных» ( ПСПОД ) Центра НТИ СПбПУ

News

08.05.2020

The ISSDP laboratory of the NTI SPbPU Center is completing the 2nd stage of the development of a small-sized training and demonstration model of an unmanned vehicle

The design team of the Industrial Data Streaming Systems Laboratory of the NTI SPbPU Center is running successful testing of the model of an unmanned vehicle in a virtual environment and plans to complete the 2nd stage of its development in June 2020.

17.02.2020

Russian-Finnish Industry 4.0 educational project supported by a cross-border cooperation program

Peter the Great St. Petersburg Polytechnic University, Lappeenranta-Lahti University of Technology, and the Russian developer of educational robotics ROBBO Ltd. launch the implementation of a joint project of “Practice-oriented children’s education in the Industry 4.0 sphere on the basis of a unified open educational hardware platform” (KS1950, POETA, 2020-2022).

06.02.2020

An open platform for creating neurotracers and neural interfaces

The Laboratory of Industrial Systems for Streaming Data Processing (ISSDP) of the SPbPU NTI Center, on the commission from Linux Format, has developed an open platform for creating neurotracers and neural interfaces. The hardware and software complex is a system for capturing brain signals and generating their control action on an external device.

23.12.2019

The ISSDP laboratory team has in its staff two more winners of the UMNIK program. Congratulations to our colleagues!

Anna Ovsyannikova, chief engineer at the laboratory, and Nikolai Abramov, lead programmer, became the winners of the UMNIK program, which is carried out by the Foundation for the Promotion of Small Businesses in the Scientific and Technical Field (Innovation Promotion Fund).

20.12.2019

International Conference on Information Science and Applications 2019 (ICISA 2019)

Arseniy Zorin, employee of the ISSDP laboratory, presented a report on the results of his research in the field of face detection at the International Conference on Information Science and Applications (ICISA 2019), which took place on December 16-18 in Seoul (South Korea).

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Блог

Technologies

The choice of technologies is made with the account of the main trends of world development, based on the priority of network technologies concentrated around a person as an end user.

Программные инструменты и технологии

Языки программирования и фреймворки	PHP, Javascript, C/C++, Python, Delphi/Object Pascal, QT, Java, Kotlin, C#, Assembler, Rust, Go, RabbitMQ AMQP, Verilog, SystemVerilog, Flutter/Dart, Kotlin, Swift, Hibernate, Maven, Swagger
Web языки и технологии	NodeJS, Espress, PHP, Laravel, Joomla, Drupal, WordPress, Symfony, CodeIgniter, Javascript, AJAX, HTML5, jQuery, Bootstrap, Backbone/Marionette, Spring Boot, ASP.NET, WebAssembly, CSS, JavaScript, RabbitMQ, Stylus, Angular material, Typescript, WebSockets, HTML5
OS	Windows, Windows Embedded, Linux, Android, SUSE Linux Enterprise Server 12 SP3, MacOS, Unix
Платформы	X86, ARM (micro/mini PC), POWER8, AVR
VCS	Git, Mercurial, SVN (в том числе на платформах Github, Gitlab, Atlassian Bitbucket), CVS, ClearCase
CI/CD	Gitlab CI/CD, Jenkins, TeamCity, Travis, CircleCI
СУБД/БД	MySQL, PostgreSQL, Firebird, InterBase, MongoDB, RocksDB, SQLite, DGraph, MariaDB, Neo4J
IDE	Eclipse, Microsoft Visual Studio, Embarcadero RAD Studio, Intellij iDEA, IAR, GoLand, Visual Studio Code, Qt Creator, Intel Quartus Prime, AVR Studio
Графические приложения	API OpenGL, DirectX, Irrlicht, libGDX, OGRE, Unity, Vulkan
Беспроводные технологии	Bluetooth 4.0 (BLE), Wi-Fi
ПО для микрокомпьютеров на x86 и ARM микропроцессорах	Jetson TX1/2, OLinuXino A20, Cubieboard A80, Raspberry Pi и другие; микропроцессоры и контроллеры: Cortex-M (STM32), STM8, AVR, TI 8051, Xilinx Zynq-7000; интерфейсы и протоколы: UART, I2C, SPI, Modbus и другие.
Реверс инжиниринг	IDA + HexRays, OllyDbg, Volatility framework, HIEW, Miasm framework, Reflector + Reflexil, WinDBG, Wireshark
Software programming languages and frameworks	PHP, Javascript, C/C++, Python, Delphi/Object Pascal, QT, Java, Kotlin, C#, Assembler, Rust, Go, RabbitMQ AMQP, Verilog, SystemVerilog, Flutter/Dart, Kotlin, Swift, Hibernate, Maven, Swagger
OS	Windows, Windows Embedded, Linux, Android, SUSE Linux Enterprise Server 12 SP3, MacOS, Unix
VCS	Git, Mercurial, SVN (including on Github, Gitlab, Atlassian Bitbucket), CVS, ClearCase
CI/CD	Gitlab CI/CD, Jenkins, TeamCity, Travis, CircleCI
DBMS/DB	MySQL, PostgreSQL, Firebird, InterBase, MongoDB, RocksDB, SQLite, DGraph, MariaDB, Neo4J
IDE	Eclipse, Microsoft Visual Studio, Embarcadero RAD Studio, Intellij iDEA, IAR, GoLand, Visual Studio Code, Qt Creator, Intel Quartus Prime, AVR Studio
Graphics applications	API OpenGL, DirectX, Irrlicht, libGDX, OGRE, Unity, Vulkan
Wireless technologies	Bluetooth 4.0 (BLE), Wi-Fi
Microcomputer software on x86 and ARM microprocessors	Jetson TX1/2, OLinuXino A20, Cubieboard A80, Raspberry Pi and others; microprocessors and controllers: Cortex-M (STM32), STM8, AVR, TI 8051, Xilinx Zynq-7000; interfaces and protocols: UART, I2C, SPI, Modbus and others.
Reverse engineering	IDA + HexRays, OllyDbg, Volatility framework, HIEW, Miasm framework, Reflector + Reflexil, WinDBG, Wireshark
Библиотеки	OpenCV, OpenCL, GLM, Modbus, Boost, Zlib, Live555, ffmpeg, libx264, libjpeg, Alamofire
Libraries	OpenCV, OpenCL, GLM, Modbus, Boost, Zlib, Live555, ffmpeg, libx264, libjpeg, Alamofire
DevOps	Docker, Docker-compose, Kubernetes, EFK
DevOps	Docker, Docker-compose, Kubernetes, EFK
Mobile	BLoC, RxDart, Coordinator pattern
Mobile	BLoC, RxDart, Coordinator pattern
Средства автоматизированного проектирования	Autodesk Fusion 360, DipTrace
CAD	Autodesk Fusion 360, DipTrace
Прочее	SSE/AVX, parallel processing, spatial partitioning
Other	SSE/AVX, parallel processing, spatial partitioning

Языки программирования и фреймворки

PHP, Javascript, C/C++, Python, Delphi/Object Pascal, QT, Java, Kotlin, C#, Assembler, Rust, Go, RabbitMQ AMQP, Verilog, SystemVerilog, Flutter/Dart, Kotlin, Swift, Hibernate, Maven, Swagger

Web языки и технологии

NodeJS, Espress, PHP, Laravel, Joomla, Drupal, WordPress, Symfony, CodeIgniter, Javascript, AJAX, HTML5, jQuery, Bootstrap, Backbone/Marionette, Spring Boot, ASP.NET, WebAssembly, CSS, JavaScript, RabbitMQ, Stylus, Angular material, Typescript, WebSockets, HTML5

OS

Windows, Windows Embedded, Linux, Android, SUSE Linux Enterprise Server 12 SP3, MacOS, Unix

Платформы

X86, ARM (micro/mini PC), POWER8, AVR

VCS

Git, Mercurial, SVN (в том числе на платформах Github, Gitlab, Atlassian Bitbucket), CVS, ClearCase

CI/CD

Gitlab CI/CD, Jenkins, TeamCity, Travis, CircleCI

СУБД/БД

MySQL, PostgreSQL, Firebird, InterBase, MongoDB, RocksDB, SQLite, DGraph, MariaDB, Neo4J

IDE

Eclipse, Microsoft Visual Studio, Embarcadero RAD Studio, Intellij iDEA, IAR, GoLand, Visual Studio Code, Qt Creator, Intel Quartus Prime, AVR Studio

Графические приложения

API OpenGL, DirectX, Irrlicht, libGDX, OGRE, Unity, Vulkan

Беспроводные технологии

Bluetooth 4.0 (BLE), Wi-Fi

ПО для микрокомпьютеров на x86 и ARM микропроцессорах

Jetson TX1/2, OLinuXino A20, Cubieboard A80, Raspberry Pi и другие; микропроцессоры и контроллеры: Cortex-M (STM32), STM8, AVR, TI 8051, Xilinx Zynq-7000; интерфейсы и протоколы: UART, I2C, SPI, Modbus и другие.

Реверс инжиниринг

IDA + HexRays, OllyDbg, Volatility framework, HIEW, Miasm framework, Reflector + Reflexil, WinDBG, Wireshark

Software programming languages and frameworks

PHP, Javascript, C/C++, Python, Delphi/Object Pascal, QT, Java, Kotlin, C#, Assembler, Rust, Go, RabbitMQ AMQP, Verilog, SystemVerilog, Flutter/Dart, Kotlin, Swift, Hibernate, Maven, Swagger

OS

Windows, Windows Embedded, Linux, Android, SUSE Linux Enterprise Server 12 SP3, MacOS, Unix

VCS

Git, Mercurial, SVN (including on Github, Gitlab, Atlassian Bitbucket), CVS, ClearCase

CI/CD

Gitlab CI/CD, Jenkins, TeamCity, Travis, CircleCI

DBMS/DB

MySQL, PostgreSQL, Firebird, InterBase, MongoDB, RocksDB, SQLite, DGraph, MariaDB, Neo4J

IDE

Eclipse, Microsoft Visual Studio, Embarcadero RAD Studio, Intellij iDEA, IAR, GoLand, Visual Studio Code, Qt Creator, Intel Quartus Prime, AVR Studio

Graphics applications

API OpenGL, DirectX, Irrlicht, libGDX, OGRE, Unity, Vulkan

Wireless technologies

Bluetooth 4.0 (BLE), Wi-Fi

Microcomputer software on x86 and ARM microprocessors

Jetson TX1/2, OLinuXino A20, Cubieboard A80, Raspberry Pi and others; microprocessors and controllers: Cortex-M (STM32), STM8, AVR, TI 8051, Xilinx Zynq-7000; interfaces and protocols: UART, I2C, SPI, Modbus and others.

Reverse engineering

IDA + HexRays, OllyDbg, Volatility framework, HIEW, Miasm framework, Reflector + Reflexil, WinDBG, Wireshark

Библиотеки

OpenCV, OpenCL, GLM, Modbus, Boost, Zlib, Live555, ffmpeg, libx264, libjpeg, Alamofire

Libraries

OpenCV, OpenCL, GLM, Modbus, Boost, Zlib, Live555, ffmpeg, libx264, libjpeg, Alamofire

DevOps

Docker, Docker-compose, Kubernetes, EFK

DevOps

Docker, Docker-compose, Kubernetes, EFK

Mobile

BLoC, RxDart, Coordinator pattern

Mobile

BLoC, RxDart, Coordinator pattern

Средства автоматизированного проектирования

Autodesk Fusion 360, DipTrace

CAD

Autodesk Fusion 360, DipTrace

Прочее

SSE/AVX, parallel processing, spatial partitioning

Other

SSE/AVX, parallel processing, spatial partitioning

Аппаратные инструменты и технологии

GPU
Микроконтроллерные системы управления
Микропроцессорные встраиваемые системы
FPGA
Разработка для ARM, проектирование аналого-цифровых устройств, схем, печатных плат
GPU
Microcontroller control systems
Microprocessor embedded systems
FPGA
Development for ARM, design of analog-to-digital devices, circuits, printed circuit boards

Partners

KNS group LLC (Yadro)

Higher School of Ecomonics

The Health Committee of St. Petersburg

Plaza Lotus Group

East China Normal University

Central Plywood Research Institute LLC

Indian Rourkee Institute of Technology

Fund for Innovation Promotion

Lectorium LLC

Neuromatix LLC

Orion Mediс CJSC

City hospital No. 40 of the Kurortny district of Saint Petersburg

ROBBO Ltd.

Amdor JSC

Brusnika

Employees

Our team comprises over 60 experienced specialists who are competent in the modern techniques, tools and services to solve the most complex technical problems using advanced IT technologies.