SlideShare una empresa de Scribd logo
1 de 35
Descargar para leer sin conexión
Sarajevo, 11.05.2017.
Industrial IoT & SMART CITY
Mr. sci. Nerma Šečić-Haračić
Dipl. Ing. Nedim Bijedić
Agenda
• Evolution of IoT
• Industry current state
• Challenges in Industrial IoT
• Platform organisation approaches
• BS Husky platform suitable for IoT
• BS Husky platform in Smart Cities
• Smart City Services
Evolution of IoT
• BS Telecom evolution:
• End consumer applications
• Bussines applications
• Middleware
• Toll system
• TMS for tunnels and highways
• As a result:
• BS Husky platform
• BS Husky platform for IoT
• Industrial IoT
• Tunnel case study
Industry current state
• Industrial IoT != Consumer IoT
• Sensors already exist
• Connectivity only within closed ecosystems
• Not IP based
• Mature market
• Existing technology concept suitable for small scaled systems
• Current state of TMS applied in tunnels
Challenges in Industrial IoT
• BS Husky platform focuses on:
• Agregating industrial and
manufacturer protocols
• Allowing communication between
devices that commonly do not
„talk“
• Vendor independency
• Defining set of rules based on
large-scale data
• Demanding challenge: new sets of
controlling rules
• Industrial IoT challenges:
• Lack of interoperability standards
• Legacy of existing equipment (eg.
no connectivity or embedded
sensors)
• Techonology immaturity (eg.
Large-scale analytics)
• Programming technologies
• Security
• ...
Platform organisation approaches
• Our platform enables:
• Horizontal and vertical
extensibility and scalability
• Distributed architecture
• Support for unlimited number of
sensors
• Processing large amount of data
• Global approach
• Building complete solutions
requires alot of initial investment
• Segmented approach
• Building piece by piece
• Integrating solutions
• Data sharing
BS Husky is an IoT platform
• Collecting unlimited amount of data
• Unlimited nuber of locations
• Vendor independency
• Unlimited number of services
• Exposing data to external services
• Extendable logic
• Distributed architecture
• Data analytics
• Data presentation in any form on any device
• BS Husky platform is applicable to all industries
• Specialized in TMS (Traffic Management System) and water supply industry
• Logical implementation - Smart Cities
Smart Cities
• Smart combination of urban infrastructure and technology with
society interaction
• Increase quality of life
• Data available to the citizens
• Smart City services
• BS Husky - Platform for Smart City Services
BS Husky Arhitecture
Communication
Industrial
protocols
Manufacturers
protocols
Presentation
User
interface
Processing
DB Rules
External
applications
Users
BS Husky
Platform
IoT and Smart City
Sensors
Connectivity
API
Smart City on BS Husky platform
Smart Traffic Management
Smart Public Transport
Smart Public Services
Smart Parking
Smart Lighting
Traffic Safety
...
Traffic Management
system
Traffic Information system
Lightning System
Ventilation System
Incident Detection System
...
Traffic counters , Inductive
loops, Radars, Vehicle
categorization, semafor,
displays...
Lumination sensors
Video cameras
Smart City Services BS Husky platform features Data acquisition from
sensors
Data utilisation
• In Smart City environments goal is to maximize utilisation of data
from every sensor
• Interconnecting sensors to provide more reliable information
• Combining data to make more precise analsysis and predictions
• Expose data for other smart services
• Provide real time and accurate information to end-users
Smart Traffic ManagementWeather Station Data
Combined data from:
vehicle counters, inductive
loop, radar, semafor...
Data analytics and statistics
Dashboard
Last detected vehicle data
Smart Traffic Management
Radars/inductive
loops
ANPR cameras Vehicle
categorizator
Video detection
cameras
Smart Ambulance with Smart Traffic Data
Ambulance
Accident 1
Accident 2
Traffic jamm
Traffic jamm
Camera stream view in Incident
Detection system
Vehicle tracking in Smart Cities
Incident Detection Illustration
Incident detection scenarios:
• Forbidden Turn
• ANPR
Incident Detection Illustration
Incident detection scenarios:
• Forbidden Turn
• ANRP
Incident Detection Illustration
Incident detection scenarios:
• Stop sign violation
• ANPR
Incident Detection Illustration
Incident detection scenarios:
• Stop sign violation
• ANRP
Incident Detection Illustration
Incident detection scenarios:
• Red light violation
• Solid line
• U-turn
• ANPR
Incident Detection Illustration
Incident detection scenarios:
• Red light violation
• Solid line
• U-turn
• ANRP
Incident Detection Illustration
Incident detection scenarios:
• Current speed detection
• Average speed calculation
• ANPR
Incident Detection Illustration
Incident detection scenarios:
• Current speed detection
• Average speed calculation
• ANRP
Video Camera Incident Detection
• Incident detection scenarios:
• Red light violation
• Wrong direction
• Wrong turn
• U-turn
• Solid line crossing
• Stopped vehicle
• Unique identification of vehicles
• Pedestrian on road
• Object on road
• ....
• Advantages:
• Camera as a widely spread sensor
• Minimal use of its potential
• Easy to install
• Easy to use
• Easy to integrate
• Installation on existing
infrastructure
• Multifunctional application
Summary
• BS Husky - plaform for IoT
• BS Husky - plaform for Smart City as subset of IoT services
• Goal is to use existing infrastructure and existing sensors with their
full potential in order to provide Smart City solution with minimal
investment.
Our vision is to expand BS Husky to be equally efficient in
other industries – to be more smart and safe
BS Telecom Solutions d.o.o. Sarajevo
Tel: +387 33 636 786, Fax: +387 33 636 787
Tvornička 3, 71210 Sarajevo, Bosnia and Herzegovina
www.bstelecom.ba
Smart and safe solutions
Thank You!
Q&A
Industrial IoT & Smart City by Nerma Šečić-Haračić and Nedim Bijedić

Más contenido relacionado

La actualidad más candente

Teradata and Cisco integrated journey to IoT and Smart city
Teradata and Cisco integrated journey to IoT and Smart cityTeradata and Cisco integrated journey to IoT and Smart city
Teradata and Cisco integrated journey to IoT and Smart cityArtur Borycki
 
Big data/Data Mining/IoT/Smart City
Big data/Data Mining/IoT/Smart CityBig data/Data Mining/IoT/Smart City
Big data/Data Mining/IoT/Smart Cityrashed sharif
 
Iot and Smart Cities
Iot and Smart CitiesIot and Smart Cities
Iot and Smart CitiesEmran Hossain
 
A Full End-to-End Platform as a Service for Smart City Applications
A Full End-to-End Platform as a Service for SmartCity ApplicationsA Full End-to-End Platform as a Service for SmartCity Applications
A Full End-to-End Platform as a Service for Smart City ApplicationsCharalampos Doukas
 
Talk on Industrial Internet of Things @ Intelligent systems tech forum 2014
Talk on Industrial Internet of Things @ Intelligent systems tech forum 2014Talk on Industrial Internet of Things @ Intelligent systems tech forum 2014
Talk on Industrial Internet of Things @ Intelligent systems tech forum 2014Ahmed Mahmoud
 
IoT and smart cities
IoT and smart citiesIoT and smart cities
IoT and smart citiesDunavNET
 
Smart Cities Part 1: Introduction (Slides for Talk on IoT, Pune Meetup)
Smart Cities Part 1: Introduction (Slides for Talk on IoT, Pune Meetup)Smart Cities Part 1: Introduction (Slides for Talk on IoT, Pune Meetup)
Smart Cities Part 1: Introduction (Slides for Talk on IoT, Pune Meetup)Bhavin Chandarana
 
IoT across devices with Windows 10 and Azure IoT Suite by Admir Tuzović
IoT across devices with Windows 10 and Azure IoT Suite by Admir TuzovićIoT across devices with Windows 10 and Azure IoT Suite by Admir Tuzović
IoT across devices with Windows 10 and Azure IoT Suite by Admir TuzovićBosnia Agile
 
Sensing-as-a-Service - New Business Models for Internet of Things (IOT)
Sensing-as-a-Service - New Business Models for Internet of Things (IOT)Sensing-as-a-Service - New Business Models for Internet of Things (IOT)
Sensing-as-a-Service - New Business Models for Internet of Things (IOT)Dr. Mazlan Abbas
 
Smart Cities are the Internet of Things
Smart Cities are the Internet of ThingsSmart Cities are the Internet of Things
Smart Cities are the Internet of Thingszdshelby
 
Iot basics & evolution of 3 gpp technolgies for iot connectivity
Iot basics & evolution of 3 gpp technolgies for iot connectivityIot basics & evolution of 3 gpp technolgies for iot connectivity
Iot basics & evolution of 3 gpp technolgies for iot connectivityKAILASH CHAUHAN
 
IOT Global Innovation Forum 2015 Agenda - Invited Speaker
IOT Global Innovation Forum 2015 Agenda - Invited SpeakerIOT Global Innovation Forum 2015 Agenda - Invited Speaker
IOT Global Innovation Forum 2015 Agenda - Invited SpeakerDr. Mazlan Abbas
 
Small startup, big impact in IoT by Mensur Đogić
Small startup, big impact in IoT by Mensur ĐogićSmall startup, big impact in IoT by Mensur Đogić
Small startup, big impact in IoT by Mensur ĐogićBosnia Agile
 
Iot for smart city
Iot for smart cityIot for smart city
Iot for smart citysanalkumar k
 

La actualidad más candente (20)

Teradata and Cisco integrated journey to IoT and Smart city
Teradata and Cisco integrated journey to IoT and Smart cityTeradata and Cisco integrated journey to IoT and Smart city
Teradata and Cisco integrated journey to IoT and Smart city
 
Big data/Data Mining/IoT/Smart City
Big data/Data Mining/IoT/Smart CityBig data/Data Mining/IoT/Smart City
Big data/Data Mining/IoT/Smart City
 
IoT Smart Cities Presentation
IoT Smart Cities PresentationIoT Smart Cities Presentation
IoT Smart Cities Presentation
 
Iot and Smart Cities
Iot and Smart CitiesIot and Smart Cities
Iot and Smart Cities
 
A Full End-to-End Platform as a Service for Smart City Applications
A Full End-to-End Platform as a Service for SmartCity ApplicationsA Full End-to-End Platform as a Service for SmartCity Applications
A Full End-to-End Platform as a Service for Smart City Applications
 
Happiest minds industrial iot capability
Happiest minds   industrial iot capabilityHappiest minds   industrial iot capability
Happiest minds industrial iot capability
 
Talk on Industrial Internet of Things @ Intelligent systems tech forum 2014
Talk on Industrial Internet of Things @ Intelligent systems tech forum 2014Talk on Industrial Internet of Things @ Intelligent systems tech forum 2014
Talk on Industrial Internet of Things @ Intelligent systems tech forum 2014
 
IoT and smart cities
IoT and smart citiesIoT and smart cities
IoT and smart cities
 
Internet of Things for smart city
Internet of Things for smart cityInternet of Things for smart city
Internet of Things for smart city
 
Smart Cities Part 1: Introduction (Slides for Talk on IoT, Pune Meetup)
Smart Cities Part 1: Introduction (Slides for Talk on IoT, Pune Meetup)Smart Cities Part 1: Introduction (Slides for Talk on IoT, Pune Meetup)
Smart Cities Part 1: Introduction (Slides for Talk on IoT, Pune Meetup)
 
IoT across devices with Windows 10 and Azure IoT Suite by Admir Tuzović
IoT across devices with Windows 10 and Azure IoT Suite by Admir TuzovićIoT across devices with Windows 10 and Azure IoT Suite by Admir Tuzović
IoT across devices with Windows 10 and Azure IoT Suite by Admir Tuzović
 
Sensing-as-a-Service - New Business Models for Internet of Things (IOT)
Sensing-as-a-Service - New Business Models for Internet of Things (IOT)Sensing-as-a-Service - New Business Models for Internet of Things (IOT)
Sensing-as-a-Service - New Business Models for Internet of Things (IOT)
 
IoT soup!
IoT soup!IoT soup!
IoT soup!
 
Smart Cities are the Internet of Things
Smart Cities are the Internet of ThingsSmart Cities are the Internet of Things
Smart Cities are the Internet of Things
 
Iot basics & evolution of 3 gpp technolgies for iot connectivity
Iot basics & evolution of 3 gpp technolgies for iot connectivityIot basics & evolution of 3 gpp technolgies for iot connectivity
Iot basics & evolution of 3 gpp technolgies for iot connectivity
 
Internet of Things and Smart Cities
Internet of Things and Smart CitiesInternet of Things and Smart Cities
Internet of Things and Smart Cities
 
Smart Cities in the IoT Era
Smart Cities in the IoT EraSmart Cities in the IoT Era
Smart Cities in the IoT Era
 
IOT Global Innovation Forum 2015 Agenda - Invited Speaker
IOT Global Innovation Forum 2015 Agenda - Invited SpeakerIOT Global Innovation Forum 2015 Agenda - Invited Speaker
IOT Global Innovation Forum 2015 Agenda - Invited Speaker
 
Small startup, big impact in IoT by Mensur Đogić
Small startup, big impact in IoT by Mensur ĐogićSmall startup, big impact in IoT by Mensur Đogić
Small startup, big impact in IoT by Mensur Đogić
 
Iot for smart city
Iot for smart cityIot for smart city
Iot for smart city
 

Destacado

The Ugly Americans - Successes and Failures of Distributed Agile Teams by Jon...
The Ugly Americans - Successes and Failures of Distributed Agile Teams by Jon...The Ugly Americans - Successes and Failures of Distributed Agile Teams by Jon...
The Ugly Americans - Successes and Failures of Distributed Agile Teams by Jon...Bosnia Agile
 
Oracle Digital Business Transformation and Internet of Things by Ermin Prašović
Oracle Digital Business Transformation and Internet of Things by Ermin PrašovićOracle Digital Business Transformation and Internet of Things by Ermin Prašović
Oracle Digital Business Transformation and Internet of Things by Ermin PrašovićBosnia Agile
 
The orchestrator of a smarter world by Dipl.Ing. Adela Mehic-Dzanic and Thoma...
The orchestrator of a smarter world by Dipl.Ing. Adela Mehic-Dzanic and Thoma...The orchestrator of a smarter world by Dipl.Ing. Adela Mehic-Dzanic and Thoma...
The orchestrator of a smarter world by Dipl.Ing. Adela Mehic-Dzanic and Thoma...Bosnia Agile
 
IoT IMPLEMENTATION CHALLENGES and the future of IoT connectivity by Matija Pu...
IoT IMPLEMENTATION CHALLENGES and the future of IoT connectivity by Matija Pu...IoT IMPLEMENTATION CHALLENGES and the future of IoT connectivity by Matija Pu...
IoT IMPLEMENTATION CHALLENGES and the future of IoT connectivity by Matija Pu...Bosnia Agile
 
Cognitive Digital Twin by Fariz Saračević
Cognitive Digital Twin by Fariz SaračevićCognitive Digital Twin by Fariz Saračević
Cognitive Digital Twin by Fariz SaračevićBosnia Agile
 
Developing Enterprise-Level IoT Solutions by Fariz Saracevic
Developing Enterprise-Level IoT Solutions by Fariz SaracevicDeveloping Enterprise-Level IoT Solutions by Fariz Saracevic
Developing Enterprise-Level IoT Solutions by Fariz SaracevicBosnia Agile
 
The complexity in the simplicity of Agile? by Arie van Bennekum
The complexity in the simplicity of Agile? by Arie van BennekumThe complexity in the simplicity of Agile? by Arie van Bennekum
The complexity in the simplicity of Agile? by Arie van BennekumBosnia Agile
 
IoT: Understanding its potential and what makes it tick! by Mark Torr
IoT: Understanding its potential and what makes it tick! by Mark TorrIoT: Understanding its potential and what makes it tick! by Mark Torr
IoT: Understanding its potential and what makes it tick! by Mark TorrBosnia Agile
 
Benefits Of Bringing ‘Agile’ To Digital Transformation by Tarik Arslankadic
Benefits Of Bringing ‘Agile’ To Digital Transformation by Tarik ArslankadicBenefits Of Bringing ‘Agile’ To Digital Transformation by Tarik Arslankadic
Benefits Of Bringing ‘Agile’ To Digital Transformation by Tarik ArslankadicBosnia Agile
 
Verso IoT experience – What have we learned from implementations all over the...
Verso IoT experience – What have we learned from implementations all over the...Verso IoT experience – What have we learned from implementations all over the...
Verso IoT experience – What have we learned from implementations all over the...Bosnia Agile
 
Managing software product versioning with Gitflow, VSTS and Atlassian SourceTree
Managing software product versioning with Gitflow, VSTS and Atlassian SourceTreeManaging software product versioning with Gitflow, VSTS and Atlassian SourceTree
Managing software product versioning with Gitflow, VSTS and Atlassian SourceTreeBosnia Agile
 
Agilni razvoj proizvoda
Agilni razvoj proizvodaAgilni razvoj proizvoda
Agilni razvoj proizvodaBosnia Agile
 
Connect, Secure & Automate the Distribution Grid with CISCO SCADA RTU - Eximp...
Connect, Secure & Automate the Distribution Grid with CISCO SCADA RTU - Eximp...Connect, Secure & Automate the Distribution Grid with CISCO SCADA RTU - Eximp...
Connect, Secure & Automate the Distribution Grid with CISCO SCADA RTU - Eximp...Bosnia Agile
 

Destacado (13)

The Ugly Americans - Successes and Failures of Distributed Agile Teams by Jon...
The Ugly Americans - Successes and Failures of Distributed Agile Teams by Jon...The Ugly Americans - Successes and Failures of Distributed Agile Teams by Jon...
The Ugly Americans - Successes and Failures of Distributed Agile Teams by Jon...
 
Oracle Digital Business Transformation and Internet of Things by Ermin Prašović
Oracle Digital Business Transformation and Internet of Things by Ermin PrašovićOracle Digital Business Transformation and Internet of Things by Ermin Prašović
Oracle Digital Business Transformation and Internet of Things by Ermin Prašović
 
The orchestrator of a smarter world by Dipl.Ing. Adela Mehic-Dzanic and Thoma...
The orchestrator of a smarter world by Dipl.Ing. Adela Mehic-Dzanic and Thoma...The orchestrator of a smarter world by Dipl.Ing. Adela Mehic-Dzanic and Thoma...
The orchestrator of a smarter world by Dipl.Ing. Adela Mehic-Dzanic and Thoma...
 
IoT IMPLEMENTATION CHALLENGES and the future of IoT connectivity by Matija Pu...
IoT IMPLEMENTATION CHALLENGES and the future of IoT connectivity by Matija Pu...IoT IMPLEMENTATION CHALLENGES and the future of IoT connectivity by Matija Pu...
IoT IMPLEMENTATION CHALLENGES and the future of IoT connectivity by Matija Pu...
 
Cognitive Digital Twin by Fariz Saračević
Cognitive Digital Twin by Fariz SaračevićCognitive Digital Twin by Fariz Saračević
Cognitive Digital Twin by Fariz Saračević
 
Developing Enterprise-Level IoT Solutions by Fariz Saracevic
Developing Enterprise-Level IoT Solutions by Fariz SaracevicDeveloping Enterprise-Level IoT Solutions by Fariz Saracevic
Developing Enterprise-Level IoT Solutions by Fariz Saracevic
 
The complexity in the simplicity of Agile? by Arie van Bennekum
The complexity in the simplicity of Agile? by Arie van BennekumThe complexity in the simplicity of Agile? by Arie van Bennekum
The complexity in the simplicity of Agile? by Arie van Bennekum
 
IoT: Understanding its potential and what makes it tick! by Mark Torr
IoT: Understanding its potential and what makes it tick! by Mark TorrIoT: Understanding its potential and what makes it tick! by Mark Torr
IoT: Understanding its potential and what makes it tick! by Mark Torr
 
Benefits Of Bringing ‘Agile’ To Digital Transformation by Tarik Arslankadic
Benefits Of Bringing ‘Agile’ To Digital Transformation by Tarik ArslankadicBenefits Of Bringing ‘Agile’ To Digital Transformation by Tarik Arslankadic
Benefits Of Bringing ‘Agile’ To Digital Transformation by Tarik Arslankadic
 
Verso IoT experience – What have we learned from implementations all over the...
Verso IoT experience – What have we learned from implementations all over the...Verso IoT experience – What have we learned from implementations all over the...
Verso IoT experience – What have we learned from implementations all over the...
 
Managing software product versioning with Gitflow, VSTS and Atlassian SourceTree
Managing software product versioning with Gitflow, VSTS and Atlassian SourceTreeManaging software product versioning with Gitflow, VSTS and Atlassian SourceTree
Managing software product versioning with Gitflow, VSTS and Atlassian SourceTree
 
Agilni razvoj proizvoda
Agilni razvoj proizvodaAgilni razvoj proizvoda
Agilni razvoj proizvoda
 
Connect, Secure & Automate the Distribution Grid with CISCO SCADA RTU - Eximp...
Connect, Secure & Automate the Distribution Grid with CISCO SCADA RTU - Eximp...Connect, Secure & Automate the Distribution Grid with CISCO SCADA RTU - Eximp...
Connect, Secure & Automate the Distribution Grid with CISCO SCADA RTU - Eximp...
 

Similar a Industrial IoT & Smart City by Nerma Šečić-Haračić and Nedim Bijedić

Assignment 2- Smart City
Assignment 2- Smart CityAssignment 2- Smart City
Assignment 2- Smart CityNguyen Anh
 
DEVNET-1145 How APIs are Driving City Digitization
DEVNET-1145	How APIs are Driving City DigitizationDEVNET-1145	How APIs are Driving City Digitization
DEVNET-1145 How APIs are Driving City DigitizationCisco DevNet
 
Smart city dynamic road lane management a smart city application
Smart city  dynamic road lane management a smart city applicationSmart city  dynamic road lane management a smart city application
Smart city dynamic road lane management a smart city applicationMostafa Arjmand
 
Distributed Computing in IoT
Distributed Computing in IoTDistributed Computing in IoT
Distributed Computing in IoTKishan Patel
 
MIPI DevCon 2016: MIPI in Automotive
MIPI DevCon 2016: MIPI in AutomotiveMIPI DevCon 2016: MIPI in Automotive
MIPI DevCon 2016: MIPI in AutomotiveMIPI Alliance
 
AI & IoT in the development of smart cities
AI & IoT in the development of smart citiesAI & IoT in the development of smart cities
AI & IoT in the development of smart citiesRaunak Mundada
 
Workshop on Large-scale Sensing For Future Cities'13 / Tânia Calçada/Daniel M...
Workshop on Large-scale Sensing For Future Cities'13 / Tânia Calçada/Daniel M...Workshop on Large-scale Sensing For Future Cities'13 / Tânia Calçada/Daniel M...
Workshop on Large-scale Sensing For Future Cities'13 / Tânia Calçada/Daniel M...Future Cities Project
 
Arpan pal tac tics2012
Arpan pal tac tics2012Arpan pal tac tics2012
Arpan pal tac tics2012Arpan Pal
 
Computing and AI technologies for mobile and consumer applications 2021 - Sample
Computing and AI technologies for mobile and consumer applications 2021 - SampleComputing and AI technologies for mobile and consumer applications 2021 - Sample
Computing and AI technologies for mobile and consumer applications 2021 - SampleYole Developpement
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)ijasuc
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)ijasuc
 
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)ijasuc
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)ijasuc
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)ijasuc
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)ijasuc
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC) International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC) ijasuc
 
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)ijasuc
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)ijasuc
 

Similar a Industrial IoT & Smart City by Nerma Šečić-Haračić and Nedim Bijedić (20)

Assignment 2- Smart City
Assignment 2- Smart CityAssignment 2- Smart City
Assignment 2- Smart City
 
DEVNET-1145 How APIs are Driving City Digitization
DEVNET-1145	How APIs are Driving City DigitizationDEVNET-1145	How APIs are Driving City Digitization
DEVNET-1145 How APIs are Driving City Digitization
 
Smart city dynamic road lane management a smart city application
Smart city  dynamic road lane management a smart city applicationSmart city  dynamic road lane management a smart city application
Smart city dynamic road lane management a smart city application
 
Distributed Computing in IoT
Distributed Computing in IoTDistributed Computing in IoT
Distributed Computing in IoT
 
MIPI DevCon 2016: MIPI in Automotive
MIPI DevCon 2016: MIPI in AutomotiveMIPI DevCon 2016: MIPI in Automotive
MIPI DevCon 2016: MIPI in Automotive
 
AI & IoT in the development of smart cities
AI & IoT in the development of smart citiesAI & IoT in the development of smart cities
AI & IoT in the development of smart cities
 
Workshop on Large-scale Sensing For Future Cities'13 / Tânia Calçada/Daniel M...
Workshop on Large-scale Sensing For Future Cities'13 / Tânia Calçada/Daniel M...Workshop on Large-scale Sensing For Future Cities'13 / Tânia Calçada/Daniel M...
Workshop on Large-scale Sensing For Future Cities'13 / Tânia Calçada/Daniel M...
 
Overblik over trådløs teknologi og designovervejelser
Overblik over trådløs teknologi og designovervejelserOverblik over trådløs teknologi og designovervejelser
Overblik over trådløs teknologi og designovervejelser
 
Arpan pal tac tics2012
Arpan pal tac tics2012Arpan pal tac tics2012
Arpan pal tac tics2012
 
Computing and AI technologies for mobile and consumer applications 2021 - Sample
Computing and AI technologies for mobile and consumer applications 2021 - SampleComputing and AI technologies for mobile and consumer applications 2021 - Sample
Computing and AI technologies for mobile and consumer applications 2021 - Sample
 
Secure you
Secure you Secure you
Secure you
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
 
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC) International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
 
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, sensor & Ubiquitous Computing (IJASUC)
 
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
International Journal of Ad hoc, Sensor & Ubiquitous Computing (IJASUC)
 

Más de Bosnia Agile

Agile is not just for software development, it’s for the whole business! by O...
Agile is not just for software development, it’s for the whole business! by O...Agile is not just for software development, it’s for the whole business! by O...
Agile is not just for software development, it’s for the whole business! by O...Bosnia Agile
 
Supercharge your teams with Value Stream Management by Richard Knaster
Supercharge your teams with Value Stream Management by Richard KnasterSupercharge your teams with Value Stream Management by Richard Knaster
Supercharge your teams with Value Stream Management by Richard KnasterBosnia Agile
 
Data Visualization Techniques in Meteorological and Climatological World usin...
Data Visualization Techniques in Meteorological and Climatological World usin...Data Visualization Techniques in Meteorological and Climatological World usin...
Data Visualization Techniques in Meteorological and Climatological World usin...Bosnia Agile
 
Creating transformation in Healthcare by Banu Gülsün, Mutlu Çiçek and Onur Ön...
Creating transformation in Healthcare by Banu Gülsün, Mutlu Çiçek and Onur Ön...Creating transformation in Healthcare by Banu Gülsün, Mutlu Çiçek and Onur Ön...
Creating transformation in Healthcare by Banu Gülsün, Mutlu Çiçek and Onur Ön...Bosnia Agile
 
Production Support - the DevOps way by Mustafa Mehmedić
Production Support - the DevOps way by Mustafa MehmedićProduction Support - the DevOps way by Mustafa Mehmedić
Production Support - the DevOps way by Mustafa MehmedićBosnia Agile
 
The Rationale for Continuous Delivery by Dave Farley
The Rationale for Continuous Delivery by Dave FarleyThe Rationale for Continuous Delivery by Dave Farley
The Rationale for Continuous Delivery by Dave FarleyBosnia Agile
 
What’s a Design Sprint and Why Does it Matter? by Elvis Pivić
What’s a Design Sprint and Why Does it Matter? by Elvis PivićWhat’s a Design Sprint and Why Does it Matter? by Elvis Pivić
What’s a Design Sprint and Why Does it Matter? by Elvis PivićBosnia Agile
 
Disciplined Agile:  Past, present, and future. The path to true business agil...
Disciplined Agile:  Past, present, and future. The path to true business agil...Disciplined Agile:  Past, present, and future. The path to true business agil...
Disciplined Agile:  Past, present, and future. The path to true business agil...Bosnia Agile
 
Building a world-class work culture by Rešad Začina
Building a world-class work culture by Rešad ZačinaBuilding a world-class work culture by Rešad Začina
Building a world-class work culture by Rešad ZačinaBosnia Agile
 
Scrum Turns 25 - Usage and the future by Dave West
Scrum Turns 25 - Usage and the future by Dave WestScrum Turns 25 - Usage and the future by Dave West
Scrum Turns 25 - Usage and the future by Dave WestBosnia Agile
 
Scrum + DevOps, Better together? by Ena Durmišević and Mustafa Toroman
Scrum + DevOps, Better together? by Ena Durmišević and Mustafa ToromanScrum + DevOps, Better together? by Ena Durmišević and Mustafa Toroman
Scrum + DevOps, Better together? by Ena Durmišević and Mustafa ToromanBosnia Agile
 
Minimum Viable Psychology (MVP) for Agile Teams by Ender Yüksel
Minimum Viable Psychology (MVP) for Agile Teams by Ender YükselMinimum Viable Psychology (MVP) for Agile Teams by Ender Yüksel
Minimum Viable Psychology (MVP) for Agile Teams by Ender YükselBosnia Agile
 
Managing a product without authority by Ana Pegan
Managing a product without authority by Ana PeganManaging a product without authority by Ana Pegan
Managing a product without authority by Ana PeganBosnia Agile
 
Product Design Possibilities in Fast-Paced Agile Environments by Vildana Lojo
Product Design Possibilities in Fast-Paced Agile Environments by Vildana LojoProduct Design Possibilities in Fast-Paced Agile Environments by Vildana Lojo
Product Design Possibilities in Fast-Paced Agile Environments by Vildana LojoBosnia Agile
 
DevOps Transformation in Microsoft – Case Study by Ognjen Bajic and Ana Roje ...
DevOps Transformation in Microsoft – Case Study by Ognjen Bajic and Ana Roje ...DevOps Transformation in Microsoft – Case Study by Ognjen Bajic and Ana Roje ...
DevOps Transformation in Microsoft – Case Study by Ognjen Bajic and Ana Roje ...Bosnia Agile
 
Agile Business Process Digitization by Nedzad Junuzovic
Agile Business Process Digitization by Nedzad JunuzovicAgile Business Process Digitization by Nedzad Junuzovic
Agile Business Process Digitization by Nedzad JunuzovicBosnia Agile
 
Transforming Scrum Masters: The Journey from joining a Transformation to tran...
Transforming Scrum Masters: The Journey from joining a Transformation to tran...Transforming Scrum Masters: The Journey from joining a Transformation to tran...
Transforming Scrum Masters: The Journey from joining a Transformation to tran...Bosnia Agile
 
Aha! Moments (Why people are using your app) by Esmar Mesic
Aha! Moments (Why people are using your app) by Esmar MesicAha! Moments (Why people are using your app) by Esmar Mesic
Aha! Moments (Why people are using your app) by Esmar MesicBosnia Agile
 
Implementing Agile Transformation by Maida Zahirovic Salom
Implementing Agile Transformation by Maida Zahirovic SalomImplementing Agile Transformation by Maida Zahirovic Salom
Implementing Agile Transformation by Maida Zahirovic SalomBosnia Agile
 
DevOps Transformation in BH Telecom – Case Study by Jasmin Ahmetbašić and Edi...
DevOps Transformation in BH Telecom – Case Study by Jasmin Ahmetbašić and Edi...DevOps Transformation in BH Telecom – Case Study by Jasmin Ahmetbašić and Edi...
DevOps Transformation in BH Telecom – Case Study by Jasmin Ahmetbašić and Edi...Bosnia Agile
 

Más de Bosnia Agile (20)

Agile is not just for software development, it’s for the whole business! by O...
Agile is not just for software development, it’s for the whole business! by O...Agile is not just for software development, it’s for the whole business! by O...
Agile is not just for software development, it’s for the whole business! by O...
 
Supercharge your teams with Value Stream Management by Richard Knaster
Supercharge your teams with Value Stream Management by Richard KnasterSupercharge your teams with Value Stream Management by Richard Knaster
Supercharge your teams with Value Stream Management by Richard Knaster
 
Data Visualization Techniques in Meteorological and Climatological World usin...
Data Visualization Techniques in Meteorological and Climatological World usin...Data Visualization Techniques in Meteorological and Climatological World usin...
Data Visualization Techniques in Meteorological and Climatological World usin...
 
Creating transformation in Healthcare by Banu Gülsün, Mutlu Çiçek and Onur Ön...
Creating transformation in Healthcare by Banu Gülsün, Mutlu Çiçek and Onur Ön...Creating transformation in Healthcare by Banu Gülsün, Mutlu Çiçek and Onur Ön...
Creating transformation in Healthcare by Banu Gülsün, Mutlu Çiçek and Onur Ön...
 
Production Support - the DevOps way by Mustafa Mehmedić
Production Support - the DevOps way by Mustafa MehmedićProduction Support - the DevOps way by Mustafa Mehmedić
Production Support - the DevOps way by Mustafa Mehmedić
 
The Rationale for Continuous Delivery by Dave Farley
The Rationale for Continuous Delivery by Dave FarleyThe Rationale for Continuous Delivery by Dave Farley
The Rationale for Continuous Delivery by Dave Farley
 
What’s a Design Sprint and Why Does it Matter? by Elvis Pivić
What’s a Design Sprint and Why Does it Matter? by Elvis PivićWhat’s a Design Sprint and Why Does it Matter? by Elvis Pivić
What’s a Design Sprint and Why Does it Matter? by Elvis Pivić
 
Disciplined Agile:  Past, present, and future. The path to true business agil...
Disciplined Agile:  Past, present, and future. The path to true business agil...Disciplined Agile:  Past, present, and future. The path to true business agil...
Disciplined Agile:  Past, present, and future. The path to true business agil...
 
Building a world-class work culture by Rešad Začina
Building a world-class work culture by Rešad ZačinaBuilding a world-class work culture by Rešad Začina
Building a world-class work culture by Rešad Začina
 
Scrum Turns 25 - Usage and the future by Dave West
Scrum Turns 25 - Usage and the future by Dave WestScrum Turns 25 - Usage and the future by Dave West
Scrum Turns 25 - Usage and the future by Dave West
 
Scrum + DevOps, Better together? by Ena Durmišević and Mustafa Toroman
Scrum + DevOps, Better together? by Ena Durmišević and Mustafa ToromanScrum + DevOps, Better together? by Ena Durmišević and Mustafa Toroman
Scrum + DevOps, Better together? by Ena Durmišević and Mustafa Toroman
 
Minimum Viable Psychology (MVP) for Agile Teams by Ender Yüksel
Minimum Viable Psychology (MVP) for Agile Teams by Ender YükselMinimum Viable Psychology (MVP) for Agile Teams by Ender Yüksel
Minimum Viable Psychology (MVP) for Agile Teams by Ender Yüksel
 
Managing a product without authority by Ana Pegan
Managing a product without authority by Ana PeganManaging a product without authority by Ana Pegan
Managing a product without authority by Ana Pegan
 
Product Design Possibilities in Fast-Paced Agile Environments by Vildana Lojo
Product Design Possibilities in Fast-Paced Agile Environments by Vildana LojoProduct Design Possibilities in Fast-Paced Agile Environments by Vildana Lojo
Product Design Possibilities in Fast-Paced Agile Environments by Vildana Lojo
 
DevOps Transformation in Microsoft – Case Study by Ognjen Bajic and Ana Roje ...
DevOps Transformation in Microsoft – Case Study by Ognjen Bajic and Ana Roje ...DevOps Transformation in Microsoft – Case Study by Ognjen Bajic and Ana Roje ...
DevOps Transformation in Microsoft – Case Study by Ognjen Bajic and Ana Roje ...
 
Agile Business Process Digitization by Nedzad Junuzovic
Agile Business Process Digitization by Nedzad JunuzovicAgile Business Process Digitization by Nedzad Junuzovic
Agile Business Process Digitization by Nedzad Junuzovic
 
Transforming Scrum Masters: The Journey from joining a Transformation to tran...
Transforming Scrum Masters: The Journey from joining a Transformation to tran...Transforming Scrum Masters: The Journey from joining a Transformation to tran...
Transforming Scrum Masters: The Journey from joining a Transformation to tran...
 
Aha! Moments (Why people are using your app) by Esmar Mesic
Aha! Moments (Why people are using your app) by Esmar MesicAha! Moments (Why people are using your app) by Esmar Mesic
Aha! Moments (Why people are using your app) by Esmar Mesic
 
Implementing Agile Transformation by Maida Zahirovic Salom
Implementing Agile Transformation by Maida Zahirovic SalomImplementing Agile Transformation by Maida Zahirovic Salom
Implementing Agile Transformation by Maida Zahirovic Salom
 
DevOps Transformation in BH Telecom – Case Study by Jasmin Ahmetbašić and Edi...
DevOps Transformation in BH Telecom – Case Study by Jasmin Ahmetbašić and Edi...DevOps Transformation in BH Telecom – Case Study by Jasmin Ahmetbašić and Edi...
DevOps Transformation in BH Telecom – Case Study by Jasmin Ahmetbašić and Edi...
 

Último

H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DaySri Ambati
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024Lonnie McRorey
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 

Último (20)

H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo DayH2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
H2O.ai CEO/Founder: Sri Ambati Keynote at Wells Fargo Day
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024TeamStation AI System Report LATAM IT Salaries 2024
TeamStation AI System Report LATAM IT Salaries 2024
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 

Industrial IoT & Smart City by Nerma Šečić-Haračić and Nedim Bijedić

  • 1. Sarajevo, 11.05.2017. Industrial IoT & SMART CITY Mr. sci. Nerma Šečić-Haračić Dipl. Ing. Nedim Bijedić
  • 2.
  • 3. Agenda • Evolution of IoT • Industry current state • Challenges in Industrial IoT • Platform organisation approaches • BS Husky platform suitable for IoT • BS Husky platform in Smart Cities • Smart City Services
  • 4. Evolution of IoT • BS Telecom evolution: • End consumer applications • Bussines applications • Middleware • Toll system • TMS for tunnels and highways • As a result: • BS Husky platform • BS Husky platform for IoT • Industrial IoT • Tunnel case study
  • 5. Industry current state • Industrial IoT != Consumer IoT • Sensors already exist • Connectivity only within closed ecosystems • Not IP based • Mature market • Existing technology concept suitable for small scaled systems • Current state of TMS applied in tunnels
  • 6.
  • 7. Challenges in Industrial IoT • BS Husky platform focuses on: • Agregating industrial and manufacturer protocols • Allowing communication between devices that commonly do not „talk“ • Vendor independency • Defining set of rules based on large-scale data • Demanding challenge: new sets of controlling rules • Industrial IoT challenges: • Lack of interoperability standards • Legacy of existing equipment (eg. no connectivity or embedded sensors) • Techonology immaturity (eg. Large-scale analytics) • Programming technologies • Security • ...
  • 8.
  • 9. Platform organisation approaches • Our platform enables: • Horizontal and vertical extensibility and scalability • Distributed architecture • Support for unlimited number of sensors • Processing large amount of data • Global approach • Building complete solutions requires alot of initial investment • Segmented approach • Building piece by piece • Integrating solutions • Data sharing
  • 10. BS Husky is an IoT platform • Collecting unlimited amount of data • Unlimited nuber of locations • Vendor independency • Unlimited number of services • Exposing data to external services • Extendable logic • Distributed architecture • Data analytics • Data presentation in any form on any device • BS Husky platform is applicable to all industries • Specialized in TMS (Traffic Management System) and water supply industry • Logical implementation - Smart Cities
  • 11.
  • 12. Smart Cities • Smart combination of urban infrastructure and technology with society interaction • Increase quality of life • Data available to the citizens • Smart City services • BS Husky - Platform for Smart City Services
  • 13. BS Husky Arhitecture Communication Industrial protocols Manufacturers protocols Presentation User interface Processing DB Rules External applications Users BS Husky Platform IoT and Smart City Sensors Connectivity API
  • 14. Smart City on BS Husky platform Smart Traffic Management Smart Public Transport Smart Public Services Smart Parking Smart Lighting Traffic Safety ... Traffic Management system Traffic Information system Lightning System Ventilation System Incident Detection System ... Traffic counters , Inductive loops, Radars, Vehicle categorization, semafor, displays... Lumination sensors Video cameras Smart City Services BS Husky platform features Data acquisition from sensors
  • 15. Data utilisation • In Smart City environments goal is to maximize utilisation of data from every sensor • Interconnecting sensors to provide more reliable information • Combining data to make more precise analsysis and predictions • Expose data for other smart services • Provide real time and accurate information to end-users
  • 16.
  • 17. Smart Traffic ManagementWeather Station Data Combined data from: vehicle counters, inductive loop, radar, semafor... Data analytics and statistics Dashboard Last detected vehicle data
  • 18. Smart Traffic Management Radars/inductive loops ANPR cameras Vehicle categorizator Video detection cameras
  • 19. Smart Ambulance with Smart Traffic Data Ambulance Accident 1 Accident 2 Traffic jamm Traffic jamm
  • 20. Camera stream view in Incident Detection system
  • 21. Vehicle tracking in Smart Cities
  • 22. Incident Detection Illustration Incident detection scenarios: • Forbidden Turn • ANPR
  • 23. Incident Detection Illustration Incident detection scenarios: • Forbidden Turn • ANRP
  • 24. Incident Detection Illustration Incident detection scenarios: • Stop sign violation • ANPR
  • 25. Incident Detection Illustration Incident detection scenarios: • Stop sign violation • ANRP
  • 26. Incident Detection Illustration Incident detection scenarios: • Red light violation • Solid line • U-turn • ANPR
  • 27. Incident Detection Illustration Incident detection scenarios: • Red light violation • Solid line • U-turn • ANRP
  • 28. Incident Detection Illustration Incident detection scenarios: • Current speed detection • Average speed calculation • ANPR
  • 29. Incident Detection Illustration Incident detection scenarios: • Current speed detection • Average speed calculation • ANRP
  • 30. Video Camera Incident Detection • Incident detection scenarios: • Red light violation • Wrong direction • Wrong turn • U-turn • Solid line crossing • Stopped vehicle • Unique identification of vehicles • Pedestrian on road • Object on road • .... • Advantages: • Camera as a widely spread sensor • Minimal use of its potential • Easy to install • Easy to use • Easy to integrate • Installation on existing infrastructure • Multifunctional application
  • 31. Summary • BS Husky - plaform for IoT • BS Husky - plaform for Smart City as subset of IoT services • Goal is to use existing infrastructure and existing sensors with their full potential in order to provide Smart City solution with minimal investment.
  • 32. Our vision is to expand BS Husky to be equally efficient in other industries – to be more smart and safe
  • 33. BS Telecom Solutions d.o.o. Sarajevo Tel: +387 33 636 786, Fax: +387 33 636 787 Tvornička 3, 71210 Sarajevo, Bosnia and Herzegovina www.bstelecom.ba Smart and safe solutions Thank You!
  • 34. Q&A