The document discusses digitalization strategies and IT management in Moscow. It provides details on Moscow's 2016 IT budget, which totaled $548 million and was allocated across various city services. It also outlines Moscow's current and future plans to utilize emerging technologies like IoT, artificial intelligence, blockchain, augmented/virtual reality to improve services related to utilities, transportation, healthcare, education and more. The overall aim is to enhance management of city resources and make Moscow one of the smartest and most advanced cities.
With the maturity of NB-IoT and LoRa communication technology and the development of the Internet of Things, smart gas meters are accelerating into the Internet of Things era.
On July 9, 2020, the ITU-R WP5D meeting held by the International Telecommunication Union (ITU) was successfully concluded. Among them, an important highlight is that NB-IoT and NR have officially become the 5G standard together, which reflects that NB-IoT has been widely recognized as a 5G technology.
With the maturity of NB-IoT and LoRa communication technology and the development of the Internet of Things, smart gas meters are accelerating into the Internet of Things era.
On July 9, 2020, the ITU-R WP5D meeting held by the International Telecommunication Union (ITU) was successfully concluded. Among them, an important highlight is that NB-IoT and NR have officially become the 5G standard together, which reflects that NB-IoT has been widely recognized as a 5G technology.
Презентация руководителя Департамента информационных технологий Артема Ермолаева на заседании президиума Правительства Москвы 1 марта по итогам реализации программы "Информационный город" в 2015 г. и планах на 2016 г.
Нестационарные объекты торговли в Москве, выставленные на торги tendermosru
На открытые аукционы выставлены около 130 мест для размещения вендинговых аппаратов. Среди торговых объектов – от робота-киоска на улице или в пешеходном переходе до торгового аппарата в Миграционном Центре Москвы.
Презентация министра Правительства Москвы, руководителя Департамента информационных технологий города Москвы Артема Ермолаева на заседании Мосгордумы 29 марта 2017 г.
В Москве зарегистрированы более 20 тысяч интернет-магазинов — 45% от общего числа онлайн-ритейлеров в России. В 2016 году количество интернет-магазинов в городе увеличилось на 7% по сравнению с первым полугодием 2015-го, свидетельствуют данные актуального исследования аналитического подразделения столичного Департамента информационных технологий.
Презентация к выступлению главы Департамента информационных технологий города Москвы Артема Ермолаева на CNews Forum 2016. Видеозапись выступления: https://www.facebook.com/smartMoscow/videos/1533667296649277/
Презентация к выступлению министра правительства Москвы руководителя Департамента информационных технологий города Москвы Артема Ермолаева на форуме "Умный город будущего 2016"
Big data represents one of the most profound and most pervasive evolutions in the digital world. Examples of big data come from Internet of Things (IoT) devices, as well as smart cars, but also the use of social networks, industries, and so on. The sources of data are numerous and continuously increasing, and, therefore, what characterizes big data is not only the volume but also the complexity due to the heterogeneity of information that can be obtained. The fastest growth in spending on big data technologies is happening within banking, healthcare, insurance, securities and investment services, and telecommunications. Remarkably, three of those industries lie within the financial sector, which has many particularly serviceable use cases for big data analytics, such as fraud detection, risk management, and customer service optimization. In fact, the definition of big data analysis refers to the process that encompasses the gathering and analysis of big data to obtain useful information for the business. This paper focuses on delivering a short review concerning the current technologies, future perspectives, and the evaluation of some use cased associated with the analysis of big data.
Analyzing Role of Big Data and IoT in Smart CitiesIJAEMSJORNAL
Big data and Internet of Things (IoT) technologies have evolved and expanded tremendously and hence play a major role in building feasible initiatives for smart city development. IoT and big data form a perfect blend in bringing an interesting and novel challenge to attain futuristic smart cities. These new challenges mainly focus on business and technology related issues that help smart cities to formulate their principles, vision, & requirements of smart city applications. In this paper, the role of big data and IoT technologies with respect to smart cities is analyzed. The benefits that smart cities will have from big data and IoT are also discussed. Various challenges faced by smart cities in general related to big data and IoT have also been described here. Moreover, the future statistics of IoT and big data with respect to smart cities is also deliberated.
Презентация руководителя Департамента информационных технологий Артема Ермолаева на заседании президиума Правительства Москвы 1 марта по итогам реализации программы "Информационный город" в 2015 г. и планах на 2016 г.
Нестационарные объекты торговли в Москве, выставленные на торги tendermosru
На открытые аукционы выставлены около 130 мест для размещения вендинговых аппаратов. Среди торговых объектов – от робота-киоска на улице или в пешеходном переходе до торгового аппарата в Миграционном Центре Москвы.
Презентация министра Правительства Москвы, руководителя Департамента информационных технологий города Москвы Артема Ермолаева на заседании Мосгордумы 29 марта 2017 г.
В Москве зарегистрированы более 20 тысяч интернет-магазинов — 45% от общего числа онлайн-ритейлеров в России. В 2016 году количество интернет-магазинов в городе увеличилось на 7% по сравнению с первым полугодием 2015-го, свидетельствуют данные актуального исследования аналитического подразделения столичного Департамента информационных технологий.
Презентация к выступлению главы Департамента информационных технологий города Москвы Артема Ермолаева на CNews Forum 2016. Видеозапись выступления: https://www.facebook.com/smartMoscow/videos/1533667296649277/
Презентация к выступлению министра правительства Москвы руководителя Департамента информационных технологий города Москвы Артема Ермолаева на форуме "Умный город будущего 2016"
Big data represents one of the most profound and most pervasive evolutions in the digital world. Examples of big data come from Internet of Things (IoT) devices, as well as smart cars, but also the use of social networks, industries, and so on. The sources of data are numerous and continuously increasing, and, therefore, what characterizes big data is not only the volume but also the complexity due to the heterogeneity of information that can be obtained. The fastest growth in spending on big data technologies is happening within banking, healthcare, insurance, securities and investment services, and telecommunications. Remarkably, three of those industries lie within the financial sector, which has many particularly serviceable use cases for big data analytics, such as fraud detection, risk management, and customer service optimization. In fact, the definition of big data analysis refers to the process that encompasses the gathering and analysis of big data to obtain useful information for the business. This paper focuses on delivering a short review concerning the current technologies, future perspectives, and the evaluation of some use cased associated with the analysis of big data.
Analyzing Role of Big Data and IoT in Smart CitiesIJAEMSJORNAL
Big data and Internet of Things (IoT) technologies have evolved and expanded tremendously and hence play a major role in building feasible initiatives for smart city development. IoT and big data form a perfect blend in bringing an interesting and novel challenge to attain futuristic smart cities. These new challenges mainly focus on business and technology related issues that help smart cities to formulate their principles, vision, & requirements of smart city applications. In this paper, the role of big data and IoT technologies with respect to smart cities is analyzed. The benefits that smart cities will have from big data and IoT are also discussed. Various challenges faced by smart cities in general related to big data and IoT have also been described here. Moreover, the future statistics of IoT and big data with respect to smart cities is also deliberated.
Defining Pace of Urban Development: E-Governance in ULB's and PWD's.Omkar Parishwad
The rapid development of cities has been concerned with the delivery of services in an organized, planned manner. The urban sector in India, is struggling to make effective use of Information and Communication Technology to further deployment of resources for information retrieval, decision making, ongoing management, service delivery and outreach. All evidence points to the obvious benefits of the use of ICT; environmental and economic sustainability and general livability. This vision of egovernance involves ICT applications to mitigate the impacts of rapid urbanization. With E-Government systems revolutions befalling urban India due to various policy level interventions by the government; swiftness in development has been ascertained. The present paper investigates Urban Development that has brought e-Governance applications catering to the Government relating to Infrastructure Sector, amongst others; thus affecting environmental, social and economic structure significantly. The study further finds the scope of progress and affected areas for development, encouraged by certain e-Government solutions. The research helps us arrive at a line of action and necessary initiatives for successful implementation of ICT based solutions in Infrastructure industry. It also allows a peek into future scenario of improvements and deliberations in India in consideration with the scenario of developing countries.
The Fascinating Story Of The Rise of IoT in smart cities 2023 | CIO Women Mag...CIOWomenMagazine
Since 1950, the number of people living in cities has almost doubled, rising from 751 million in 1950 to 4.2 billion in 2018. It presents several issues in managing densely populated metropolitan regions. Making the Rise of IoT in smart cities is the answer.
Smart Cities Market: Advancing Towards a Connected and Resilient Futureajaykumarpmr
The concept of smart cities, leveraging technology to enhance urban living, is rapidly gaining traction worldwide. Smart cities integrate various digital technologies, data analytics, and connectivity solutions to improve infrastructure, services, and quality of life for residents. The global smart cities market is witnessing robust growth, driven by urbanization, sustainability initiatives, and the pursuit of efficient urban management. According to Persistence Market Research's projections, the smart cities market to expand at a significant CAGR of 10.3%, reaching an estimated value of US$ 1274.5 billion by 2033, up from US$ 525.8 billion in 2024.
The white paper discusses the history, risks, advantages and disadvantages of Smart Cities with a focus on its economic benefits, cost of implementation and challenges. It includes a case study of Smart City development in Dubai.
Content:
– Executive Summary
– What is a Smart City?
– History
– Advantages
– Disadvantages
– Challenges and Keys to Successful Implementation
– Risks
– Economic Benefits
– Cost of Implementation
– Building Blocks
– Expert Opinion
– Case Study
– Future
– Conclusion
Your Complete Guide On IoT & Smart Cities.pptxTurboAnchor
Smart cities employ IoT devices such as sensors, monitoring devices, and lights to evaluate and interpret data. Data collected helps to improve infrastructure and manage the city. IoT is playing a key role in developing Smart cities as we are taking one step after another into the future. The gradual development and advancement of IoT technology will surely change the way of living.
read more: https://turboanchor.com/your-guide-on-iot-smart-cities/
It provides a comprehensive survey of the enabling technologies, protocols, and architecture for an urban IoT. Furthermore, the paper will present and discuss the technical solutions and best-practice guidelines adopted in the Padova Smart City project, a proof-of-concept deployment of an IoT island in the city of Padova, Italy, performed in collaboration with the city municipality.
It provides a comprehensive survey of the enabling technologies, protocols, and architecture for an urban IoT. Furthermore, the paper will present and discuss the technical solutions and best-practice guidelines adopted in the Padova Smart City project, a proof-of-concept deployment of an IoT island in the city of Padova, Italy, performed in collaboration with the city municipality.
The world is moving forward at a fast hop, and the credit goes to ever growing technology. One such idea is IOT Internet of things with which automation is no longer a virtual reality. The Internet of Things will seamlessly incorporate a large number of different and heterogeneous end systems, while providing open access to selected subsets of data for the development of an overabundance of digital services. Building a wide ranging architecture for IoT is required because of the extremely large variety of devices but it is a very complex task, link layer technologies, and services that may be involved in such a system. In this paper we emphasis specifically to an urban IoT systems that, while still being quite a broad category, are characterized by their specific application domain. Urban IoTs, in fact, are designed to support the Smart City vision, which aims at take advantage of the most advanced communication technologies to support added value services for the administration of the city and for the citizens. Sunitha C | Asha Priya B | Lavanya S ""Need of Internet of Things for Smart Cities"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23597.pdf
Paper URL: https://www.ijtsrd.com/computer-science/world-wide-web/23597/need-of-internet-of-things-for-smart-cities/sunitha-c
Business intelligence on the US greentech marketEC2i
EC2i objective is to support the internationalisation of European Cleantech SMEs in China and the United States by conducting cluster missions and facilitating cross-cluster partnerships. In this sense, attention is paid to developing tools to guide SMEs through the process of forming consortia and developing projects with clients.
Business intelligence for relevant US and Chinese markets have been collected in reports and are here disseminated to SMEs.
The tools presented here address general barrieres to internationalisation as well as more specific problems SMEs face when integrating themselves into complex, international value chains.
The population of cities around the world is increasing, and cities are struggling to cope.
As a silent force transforming the world, technology is now being used to manage the rapid urbanization process and create smarter cities.
The Internet of Things (IoT) has become an important part of creating a more efficient, sustainable, and resilient city, and demonstrated the growing impact it will have on people and the planet.
Similar to Cities - new key drivers of digitalization (20)
Итоги реализации программы "Информационный город" за 2016 г.Moscow IT Department
Презентация министра Правительства Москвы, руководителя Департамента информационных технологий города Москвы Артема Ермолаева на заседании президиума Правительства Москвы, 4 апреля 2017 г.
Аналитики столичного Департамента информационных технологий исследовали возможности обучения ИТ-специальностям и подготовили путеводитель по образованию в этой сфере.
Как москвичи старшего поколения используют информационные технологииMoscow IT Department
1,9 млн москвичей старшего возраста являются активными пользователями интернета. 77% москвичей старшего поколения имеют доступ в интернет, однако активно пользуются им только 42% — 1,9 млн человек.
Каждый четвертый билет на культурные и спортивные события в столице к концу 2015 г. продавался в электронном виде, и доля электронных билетов в продажах ежемесячно растет на 0,5%, выяснили специалисты аналитического подразделения Департамента информационных технологий города Москвы.
Мониторинг стоимости товаров и услуг в сфере информационных технологий и связ...Moscow IT Department
В период с 28 декабря 2015 года по 15 февраля 2016 года продолжилось повышение цен на комплектующие и персональные компьютеры. Так, средняя стоимость ПК выросла более чем на 10% и составляет на текущий момент почти 58 тыс. рублей. Видеокарты подорожали на 16,5%, материнские платы — на 12%, жесткие диски — более чем на 9%. Почти не отстает и периферия — средняя цена клавиатуры и мыши увеличилась на 10%. А вот заметного снижения цен не наблюдалось ни в одном из сегментов ИКТ-товаров. Исключение составляют отдельные типы устройств, не пользующихся высоким спросом — например, USB-модемы и роутеры 3G, портативные игровые приставки.
Презентация к выступлению заместителя руководителя Департамента информационных технологий города Москвы Александра Горбатько на форуме "Технологии безопасности" 9 февраля 2016 г.
Платное телевидение стало единственным сегментом отрасли связи в Москве, продемонстрировавшим значительный рост по итогам 2015 года. Объем этого рынка вырос на 8% и составил 12,6 млрд рублей, согласно данным аналитического подразделения столичного Департамента информационных технологий.
Аналитики Департамента информационных технологий города Москвы представили данные о состоянии ИКТ-отрасли в столице по итогам 2015 года, а также три сценария развития ИКТ-рынка в 2016 году
Умный город: вектор дальнейшего социально-экономического развития городовMoscow IT Department
В Москве и других крупных мегаполисах мира к 2030 году доступ в интернет на всей территории может стать бесплатным и доступным для всех пользователей. Такой прогноз озвучил глава аналитического подразделения ДИТ Алексей Чукарин в ходе своего выступления на круглом столе «Умный дом: архитектура нового времени».
Услугу онлайн-банкинга для физических лиц через мобильное приложение в московском регионе предлагают 134 кредитные организации, примерно треть всех зарегистрированных в столице и области банков. К таким выводам пришли аналитики Департамента информационных технологий города Москвы, изучившие рынок банковских мобильных приложений. Проникновение мобильного банкинга в целом по России составляет примерно 33%, при этом каждый второй банк, осуществляют дистанционное обслуживание своих клиентов через мобильные приложения, зарегистрирован в столице.
Мониторинг покупательской способности москвичей в сфере ИКТ. Июль-август 2015 Moscow IT Department
В августе цена на компьютерные комплектующие в Москве выросла в среднем на 20%. В свою очередь, это повлияло и на среднюю стоимость персональных компьютеров — к сентябрю они подорожали более чем на 18%. Средняя стоимость ПК в Москве превысила психологически важную отметку в 50 тыс. рублей. Об этом свидетельствуют данные регулярного замера покупательской способности москвичей в сфере ИКТ, который проводит Департамент информационных технологий города Москвы.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
2. 02 Strategic IT management model in cities
Digital and mobile applications are increasingly
introduced including the ones of third providers
resulting in usage of a more open architecture
IT strategy on all the cities is developed
in accordance with the main strategy and approved
by the city superior structural departments
Plan of IT investment is approved at the city level.
The IT expenses per inhabitant in cities
with centralized budgets range within
43–85 $/person
IT
IT departments are independent to define policy
relating to sourcing and engage external
specialists and/or buy services. Development
and testing is performed by external companies
Sourcing
IT strategy
Uniform standards are approved by the city
superior structural departments. The highest
standartisation level is observed in IS area
IT policies and standards
Architecture
IT departments assign employees responsible
for relations with representatives of different
business lines. To realise projects/ programs,
joint teams with businesses are created
Customer relations
The IS management is centralized. Generally,
the unit in charge is a part of ITD
Information security (IS)
Investments
*According to PwC report «IT Management practice», 2016
3. 03 IT budgets in cities
25
25
69,8
69
31
231,7
58
42
47,8
82
18
91,5
75
25
677,5
50
50
87,6
67
33
548,4
Barcelona Berlin Boston Los Angeles New York Seoul Moscow
2016 IT budgets in cities ($ mln)*
OpEx CapEx
*According to PwC report «IT Management practice», 2016
4. 04 IT budget of Moscow 2016 in details 1/2
450mln
USD
more is invested
by IT companies
Management and innovation Education Healthcare Security IT-infrastructure
Housing and utilities Finances Public Services
17 %
4 %
19 %
26 %
5 %
4 %
13 %
12 %
548mln
USD
Moscow of IT
budget
5. 05 IT budget of Moscow 2016 in details 2/2
According to PwC, IT budgets barely
exceed 3-5% of the total city budget
But is enough to make cities one
of largest tech buyers in the market
AI
IOT
AR / VR
COMPUTER VISION
BLOCK CHAIN
MACHINE LEARNING
BIG DATA
What’s next?
6. 06 IoT 1/2
TOMORROWTODAYSmart metering in 3 500
buildings of governmental
institutions
Real time resources
accounting
Smart house
technologies
Smart metering in 4 mln
apartments / 2020
Real time resources
accounting
Individual plans
Dynamic fares
7. 07 IoT 2/2
TOMORROW
25 000wearables for engineering
staff / 2018
Real-time tracking
Orders takeover
and closure
TODAY
32 000
city vehicles
Real-time tracking
Fuel consumption
Operation mode
8. 08 Artificial Intelligence 1/2
TOMORROWTODAYAutomated resource
management
for emergency
services
20% faster emergency arrival
Max 10 mins waiting in clues
Automated analysis
of CT images for clinical
decision support / 2018
97% target success rate
9. 09 Artificial Intelligence 2/2
TOMORROWTODAYQuality control
of the call-centers
through audio
analytics
Forbidden keywords
Call handling protocols
Chatbots partly
substitute city
call-centers / 2017
Initial consultancy
Traffic fines and utility
payments
10. 10 Blockchain
Pilot 2017: blockchain for recording and storage
of results of citywide votings — verification through
unique code that is assigned to each vote
In 2014 Moscow launched citywide
platform for votings regarding city
development issues:
1,5 mln
citizens
2 500votings
held
Voting examples:
Speed limitation in city center
New trees for city parks
Scholars vacations schedule
URBANCITYFLATDESIGN
11. 11 AR / VR
Pilot 2017: lessons of chemistry, physics
and biology in pilot schools will be customized
with AR / VR experiments
In 2015 Moscow deployed unified e-learning platform
for 675 public schools of Moscow that integrated 840 000 pupils
and 50 000 teachers:
Online
diaries
Electronic
schoolbooks
Customizable
presentations