BONVOYAGE project Call: Mobility for Growth Topic: MG.7.2-2014. - - PowerPoint PPT Presentation

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BONVOYAGE project Call: Mobility for Growth Topic: MG.7.2-2014. - - PowerPoint PPT Presentation

Roma, 6-5-15 BONVOYAGE project Call: Mobility for Growth Topic: MG.7.2-2014. Towards seamless mobility addressing fragmentation in ITS deployment in Europe Nicola Blefari Melazzi blefari@uniroma2.it http://blefari.eln.uniroma2.it/ +39 06


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BONVOYAGE project

Call: Mobility for Growth Topic: MG.7.2-2014. Towards seamless mobility addressing fragmentation in ITS deployment in Europe

Nicola Blefari Melazzi blefari@uniroma2.it http://blefari.eln.uniroma2.it/ +39 06 7259 7501

Roma, 6-5-15

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Project essential data

BONVOYAGE: From Bilbao to Oslo, intermodal mobility solutions, interfaces and applications for people and goods, supported by an innovative communication network

Merging of ICT and Transport issues

Budget: 4M€

Partners:

1. CNIT 2. ATOS 3. AZKAR-DACHSER 4. CEA-LETI 5. City of Bilbao 6. Clúster de Movilidad y Logística, MLC ITS Euskadi 7. CRAT 8. Fluidtime 9. Norwegian Public Roads Administration, NPRA

  • 10. SINTEF
  • 11. TRENITALIA

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 2

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Statistics and timeline

  • First stage: 75 proposals (7.1+7.2), deadline 18/3/14

– 15 pages

  • Second stage: 23 proposals, deadline 28/8/14

– 70 pages

  • Retained: 6, notification 28/1/2015, ratio: 8%
  • Starting date: 1/5/2015
  • Duration: 36 months
  • Project officer: Bipin RADIA

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 3

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Abstract

  • A platform optimizing multimodal door-to-door transport of

passengers and goods

– Integrating travel information, planning and ticketing services – Automatically analysing non-real-time data from heterogeneous

databases (on road, railway and urban transport systems); real-time measured data (traffic, weather forecasts); user profiles; user feedback

– Supported by an innovative information-centric communication

network that collects and distributes all the data required

  • Internames, allows communications among entities identified by names,

without the constraint of a static binding to a particular location

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 4

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Abstract

  • The request of a “user” (be it a person or a parcel) to travel

from source to destination is managed with several tools

– Metadata Handler collects and elaborates data related to the request

and generates a corresponding Context

– User Profiler creates a personalized profile, conveying requirements

including Quality of Experience parameters and special needs

– Multi-Objective Optimizer develops personalized travel instructions,

  • ptimal for the Context and User Profile. The user may give feedback,

before accepting the travel itinerary.

– Actuator triggers the necessary services – Tariff Scheme Designer exploits platform data to define multi-part

tariff schemes.

  • Platform demonstrated in integrated, large-scale, real life

application scenarios

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 5

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Main objectives

  • 1. Multi-objective optimization algorithm

providing a multi-modal travel itinerary by trading-off simultaneous sub-objectives

  • travel schedule, travel duration, travel cost, travel emissions, overall

travel reliability, load capability, type of goods, etc

simultaneously taking into account :

  • non-real time characteristics (e.g., coverage, routes, schedules, type of

goods,…) of the candidate transportation means (e.g., public transport such as bus, train, boat, taxi, airplane; private transport such as car, bicycle, walking, cooperative modes like car-sharing, trucks)

  • real-time requirements (e.g., traffic congestion, temporary road barriers,

lane closures, temporary speed limits, new stops as a result of customers’ requests, available space and weight to complete the load etc.)

  • user profiles and users feedback (see the "Personalization" issue below)
  • dynamic tariff schemes (see the "Tariff scheme" issue below)

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 6

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Main objectives

  • 2. Personalization

aimed to meet specific user preferences, needs and expectations in terms of travel schedule, travel duration, travel cost, transport means, travel reliability, etc.

performed on the basis of an automatic mapping of each user to the most appropriate user profile and on the basis of the automatic interpretation of the feedback provided by each user

  • A further objective lies in the identification of the user profiles in a data-

driven fashion through appropriate machine learning techniques

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 7

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Main objectives

  • 3. Tariff Schemes

encouraging the use of specific classes of mobility and delivery services (e.g., those with a lower environmental impact, type of good)

creating new business opportunities for the transport operators, which can offer special prices for multimodal travel

integrated in the multi-objective optimization framework, possibly allowing dynamic changes and re-negotiations during the trip

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 8

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Main objectives

  • 4. Interoperability

natural and simple interoperation among heterogeneous transport

  • perators

technology-independent, so that it can work with any transport

  • perator, regardless of the technology the operator adopts for data

acquisition/storage, the database organization or its data format

  • homogeneous metadata obtained by appropriately converting the

heterogeneous data of different, individual transport operators

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 9

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Main objectives

  • 5. Internames Communication System providing

seamless connectivity across different existing network realms (that may be administered by distinct transport operators or authorities);

native support of mobility and security issues

travel-centric primitives for push/pull based services

high efficiency in communication and processing operations

graceful deployability and interoperability with existing and upcoming networking

  • name-to-name communication
  • requests from users treated as a subscription that is maintained in the

network

  • dynamic ‘matchmaking’ between users (people, goods) wishing to travel

from a starting point to a destination and the (potentially dynamically) demand-response based scheduled transport of selected groups of transport/mobility operators

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 10

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Main objectives

  • 6. Security and privacy

data-centric techniques, where security and privacy rely on information exclusively contained in the message itself, or, if extra information provided by trusted entities is needed, this should be gathered through offline, asynchronous, and non interactive communication, rather than from an explicit online interactive handshake with trusted servers

protecting information at the source, by embedding security information in the content, is more flexible and robust than delegating this function to applications, or securing only the communications channels.

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 11

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Preliminary architecture

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 12

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Use cases

  • Travel between two cities, both passengers and goods,

different means of transport both within and between the cities: private and public vehicles, fully electric vehicles, trains, undergrounds, busses, trucks, electric bicycles, and bicycles

  • Parameters characterizing

– Means of transport (e.g., vehicle speed and costs, vehicle energy

model, load capability)

– User preferences (e.g. maximum trip duration, number of travellers,

environment sustainability, preferred mode of transport, willingness to walk …)

– User feedbacks (e.g. level of quality experienced by each user during

the travel)

– Context parameters (e.g. timetables, meteorological forecasts, traffic

congestions)

– Flexible tariff schema

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 13

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Use cases

  • Client application (on mobile phones) searches the entire data

model and combines travel solutions, indicating:

– Fares restrictions and rules – Suggested Origin – Total travel time from Origin to Destination – Different mode of transport and changes – Walking distance on changes and departure/arrival, if required – Environment impact

  • Each solution can be selected and application leads to

transaction

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 14

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Use cases

  • Platform will provide operators with information on the main

user profiles

– exploit congestion-pricing and provide dynamic pricing

  • In the case of goods the platform will gather information

about transport carriers’ profile (eg. usual itineraries, fleet characteristics, tariff conditions)

– flexible features such as real-time pricing, dynamic matchmaking

between users’ needs, company’s offers and location and availability

  • f urban delivery slots near destination
  • in the case that the truck/van is almost full, launch a better offer to

complete the load

– package delivery in “dynamic mode”, where customers’ requests arrive

when the service is already running and, consequently, the solution may change whilst the vehicle is already travelling

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 15

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Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 16 A B

Inputs: A  B, User Profile/Constraint Outputs:

  • journey1: bus (AX, duration,

energy, cost), train (XY, duration, energy, cost)… car(ZB, duration, energy, cost)

  • Journey2: car (A X,…), flight

(XY,..) ….

1) User request (e.g. eco travel) 2) APP developed by the project, extremely simplified interface, real time updates 3) Selection of travel

  • ptions; trip

begins 4) Alerts and possible changes during the trip (e.g. new offers or deviations based on interests shown in past trips) 5) Integrated itinerary over different transportatio n means 6) User at destination . Info: e.g. real energy consumpti

  • n

B A

3200€/yea r 2000 kgCO2 /year

kcal

12 energy slaves 3 oil liters

1h ± 30 min

200 kgCO2/year

~0.5 energy slave ~0.1 oil liter 400 kcal/da y 800€/year 1h ± 5 min 20km drive by car:

Mechanical energy=150Wh/km*40=6kWh CO2 emissions=250 gCO2/km * 40 km=10kg/day Cost= 16€/jour, 3200€/year

APP information: switch to an electric bike:

Mechanical energy=6Wh/km*40 =240 Wh CO2 emissions=25 gCO2/km * 40 km = 1 kg/day Cost=4€/day, 800€/year

INTERNAMES “bus”: interactions with data-centers, sensors, other passengers/vehicles

Alert: Special Sale, if you switch your trip path from XY to XZ you will get a 50% discount!

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Use cases/requirements

  • Format for schedules, etc

– specification Google has for public transport systems (e.g., bus and

train systems) to publish route and schedule information (at least in the US), GTFS schedule only (and GTFS realtime)

– Railways: MERITS UIC (schedules only); HERMES (tariff and

reservations)

– NETEX –CEN.EU – Define Internal Format

  • Co-cities: standard format open data for collecting info from

several operators

  • Co-gistics: multimodal mobility of freight

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 17

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Novelties

  • Optimization
  • Dynamic re-arrangement
  • Pub/Sub
  • ICN

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 18

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Work plan

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 19

WP2: System requirements and design

WP3: Internames communication system WP4: Intelligent Transport Functionality WP5: Adaptation Functionality

jWP1: Project Management WP7: System integration and validation

WP6: Multimodal integrated interfaces and Apps

WP8: Communication, Dissemination, Standardization and Exploitation

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Work Packages

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 20

WP Number WP Title Lead benefici ary Person months Start month End month WP1 Project Management CNIT 27 1 36 WP2 System requirements and design MLC 74 1 12 WP3 Internames communication system CNIT 42 3 30 WP4 Intelligent Transport Functionality CRAT 80 6 26 WP5 Adaptation Functionality SINTEF 36 9 28 WP6 Multimodal integrated interfaces and Apps FLUID 63 9 32 WP7 System integration and validation ATOS 76 23 36 WP8 Communication, Dissemination, Standardization and Exploitation CEA 39 1 36

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Work packages

  • WP1: Project Management
  • WP2: System requirements and design (and interfaces)
  • WP3: Internames communication system
  • WP4: Intelligent Transport Functionality; design and

development of:

– User Profiler Tool – Multi-Objective Optimization Tool – Tariff Scheme Design Tool – Design of optimization algorithms

  • using as inputs the Context stored in the Multi-Modal Mobility Database,

produce, as output, a set of Personalized Control decisions

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 21

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Work packages

  • WP5: Adaptation Functionality

– adapt the technology-independent Intelligent Transport Functionality

to the specific Transport Operators

  • design and implement the Multi-Modal mobility Database, which will

store the Context and all other information relevant to the functions of WP4

  • design and implement the Database Services providing the interface

between WP4 and the database and the interface for the Metadata Handling Tool (producing the Dynamic Present Context)

  • design and implement the Service Adaptation which, on the basis of the

Personalized Control decisions (output of the Intelligent Transport Functionalities), elaborates one or more Personalized Services tailored to the specific Transport Operators.

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 22

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Work packages

  • WP6: Multimodal integrated interfaces and Apps

– Design and development of mechanisms needed to seamlessly

interacting with the heterogeneous external actors of the BONVOYAGE platform

– Interfaces dedicated to gather data and information from end users,

mobile participatory sensing services, and transport operators and actuate the Personalized Control decisions in the specific technology- dependent external platform

  • WP7: System integration and validation

– Integrate the software components and perform functional unit and

integration tests

– Define and execute the validation of the BONVOYAGE concept

  • WP8: Communication, Dissemination, Standardization and

Exploitation

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 23

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Gantt

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 24

GANTT mag-15 giu-15 lug-15 ago-15 set-15

  • tt-15 nov-15

dic-15 gen-16 feb-16 mar-16 apr-16 mag-16 giu-16 lug-16 ago-16 set-16

  • tt-16 nov-16

dic-16 gen-17 feb-17 mar-17 apr-17 mag-17 giu-17 lug-17 ago-17 set-17

  • tt-17 nov-17

dic-17 gen-18 feb-18 mar-18 apr-18

Year 1 Year 2 Year 3

WORKPLAN

Leader

Month 1 Month 2 Month 3 Month 4 Month 5 Month 6 Month 7 Month 8 Month 9 Month 10 Month 11 Month 12 Month 13 Month 14 Month 15 Month 16 Month 17 Month 18 Month 19 Month 20 Month 21 Month 22 Month 23 Month 24 Month 25 Month 26 Month 27 Month 28 Month 29 Month 30 Month 31 Month 32 Month 33 Month 34 Month 35 Month 36 WP1: Project Management CNIT T1.1: Project procedures and tech. infrastructure CNIT D1.1 PR1 PR2 PR3 I1.2 PR4 D1.2 RR1 PR5 PR6 I1.3 PR7 PR8 D1.3 RR2 T1.2: Strategic coordination CNIT T1.3: Technical management CNIT T1.4: EU reporting and administrative tasks CNIT WP2: System Requirements and System Design MLC T2.1: Requirements and use cases TRIT I2.1 D2.1 T2.2: System architecture CRAT I2.2 D2.2 T2.3: Interfaces among the system components FLU WP3: Internames Communication Systems CNIT T3.1: Networking CNIT I3.1 D3.1 T3.2: Publish/Subscribe and security functionality CNIT I3.2 D3.2 T3.3: Travel-centric and participatory sensing services CNIT I3.3 D3.3 WP4 Intelligent Transport Functionality CRAT T4.1: User profiler tool CEA I4.1 D4.1 D4.2 T4.2: Multi-Objective optimization tool SINT T4.3: Tariff scheme design tool TRIT WP5: Adaptation Functionality SINT T5.1: Database design and development SINT I5.1 D5.1 D5.2 T5.2: Metadata handling tool ATOS T5.3: Service adaptation mechanisms FLU WP6: Multimodal Integrated Interfaces and Apps FLU T6.1: Technology/Operator dependent interfaces FLU I6.1 D6.1 T6.2: Apps FLU I6.2 D6.2 T6.3: Modeling and performance analysis in realistic scenarios CEA I6.3 D6.3 WP7: System Integration and Validation ATOS T7.1: Integration plan and guidelines ATOS D7.1 T7.2: System integration and deployment guidelines ATOS D7.2 T7.3: Validation, evaluation and usability SINT D7.3 WP8: Communication, Dissemination, Standardization and Exploitation CEA T8.1: Communication & Dissemination CEA D8.5 I8.1 D8.1 I8.2 D8.2 D8.6 T8.2: Standardization and open source contributions CNIT T8.3: Exploitation TRIT I8.3 D8.3 I8.4 D8.4 M1 M2 M3 M4 M5 M6 M7 C1 R1 C2 C3 R2

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List of deliverables, 1

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 25 Deliverable (number) Deliverable name Work package number Short name of lead particip. Type Disseminatio n level Delivery date (Month) Delivery date (Date) D1.1 Project Management Manual WP1 CNIT R CO 2 30/6/2015 D2.1 Use cases and reference architecture WP2 MLC R PU 6 31/10/2015 D8.5 Website and Logo WP8 CEA R PU 6 31/10/2015 D2.2 BONVOYAGE architecture WP2 CRAT R PU 12 30/4/2016 D1.2 Project Vision and Roadmap v1 WP1 CNIT R PU 18 31/10/2016 D3.1 Networking WP3 CNIT R/OTHER PU 18 31/10/2016 D4.1 Design of the Intelligent Transport Functionality WP4 CRAT R PU 18 31/10/2016 D8.1 Communication & Dissemination Report v1 WP8 CEA R PU 18 31/10/2016 D8.3 Exploitation Plan, v1 WP8 CEA R CO 18 31/10/2016 D5.1 Design of the adaptation functionality WP5 SINT R PU 21 31/1/2017 D3.2 Publish/Subscribe and security functionality WP3 CNIT R/OTHER PU 24 30/4/2017 D6.1 Technology dependent interfaces WP6 FLU R PU 24 30/4/2017

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List of deliverables, 2

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 26 Deliverable (number) Deliverable name Work package number Short name of lead particip. Type Disseminatio n level Delivery date (Month) Delivery date (Date) D7.1 Integration plan WP7 ATOS R CO 25 31/5/2017 D4.2 Development and validation of the Intelligent Transport Functionality WP4 SINTEF R/OTHER PU 26 30/6/2017 D5.2 Development and test of the adaptation functionality WP5 SINT R/OTHER PU 28 31/8/2017 D6.2 Apps WP6 FLU R/OTHER CO 28 31/8/2017 D3.3 Travel-centric and participatory sensing services WP3 CNIT R/OTHER PU 30 31/10/2017 D7.2 System integration report WP7 ATOS R/DEM/ OTHER CO 30 31/10/2017 D6.3 Modelling and performance analysis in realistic scenarios WP6 CEA R PU 32 31/12/2017 D1.3 Project Vision and Roadmap v2 WP1 CNIT R PU 36 30/4/2018 D7.3 Validation report WP7 ATOS R/OTHER CO 36 30/4/2018 D8.2 Communication & Dissemination Report v2 WP8 CEA R PU 36 30/4/2018 D8.4 Exploitation Plan, v2 WP8 CEA R CO 36 30/4/2018 D8.6 Final BONVOYAGE brochure WP8 CEA R PU 36 30/4/2018

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List of milestones

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 27

Milesto ne Number Milestone title Due Date Means of verification MS1 Project fully

  • perational

2 Management structures and procedures, including standard formats and forms for project documentation

  • ready. Composition of boards fully defined.

Technological infrastructure to support cooperative work fully operational (web server, document server, version control system for sources files, mailing lists, management & report tools, etc.). Planning of Communications, Dissemination and Standardisation activities. MS2 Mid-year milestone 1 6 Technical WPs producing first results, including selection and abstractions of use cases and function abstractions, draft system architecture.

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List of milestones

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 28

Milesto ne Number Milestone title Due Date Means of verification MS3 End of cycle 1 12 System architecture and interfaces. Preliminary solutions for the Communication system, Transport functionality and Adaptation functionality. MS4 Mid-year milestone 2 18 First Project review; first review report. First edition of the Project vision and roadmap. Report on dissemination and open source contributions and

  • standardization. First report on exploitation plans.

Definition of communication networking functionality; Design of the Intelligent Transport Functionality; Preliminary definition of Technology/Operator dependent Interfaces

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List of milestones

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 29

Milesto ne Number Milestone title Due Date Means of verification MS5 End of cycle 2 24 Definition of Publish/ Subscribe and security functionality; preliminary definition of Travel-centric and participatory sensing services. Design of the adaptation

  • functionality. Definition of Technology dependent

interfaces. Preliminary Modelling and performance analysis. MS6 Mid-year milestone 3 and End of cycle 3 30 Final definition of Travel-centric and participatory sensing services. Development and validation of the Intelligent Transport Functionality. Development and test of the adaptation functionality. Definition of Apps. Integration plan completed. Platform integration and first prototype available.

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List of milestones

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 30

Milesto ne Number Milestone title Due Date Means of verification MS7 End of phase 3 and

  • f the project

36 Second project review; second review report. Second edition of the Project vision and roadmap; second report on dissemination and

  • pen source contributions and standardization.

Dissemination reaching wider audience. Second report on exploitation

  • plans. Final Modelling and performance analysis. Final

release of platform and use case code

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Effort Table

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 31

WP1 WP2 WP3 WP4 WP5 WP6 WP7 WP8 Total Person/ Months per Participant CNIT 27 8 28 5 2 10 7 7 94 ATOS 2 2 5 5 10 28 8 60 AZK 4 1 1 1 2 1 10 CEA 3 13 14 4 10 44 COB 4 1 1 1 2 1 10 MLC 14 3 5 2 24 CRAT 9 28 6 3 46 FLU 4 2 5 4 16 2 2 35 NPRA 10 2 12 SINT 5 2 14 16 6 1 44 TRIT 11 6 8 6 11 12 4 58 TOTAL 27 74 42 80 36 63 76 39 437

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Role of partners

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 32

Partner name Partner Type Technical Area Main role CNIT Research center ICT Management, Internames Communication Systems ATOS System integrator ICT/Transport System Integration AZKAR-DACHSER Logistics provider Transport Requirements, Architecture, Use cases, System validation, Communication, Exploitation, CEA-LETI Large applied research laboratory ICT Intelligent Transport Functionality, Interfaces and Apps City of Bilbao Municipality Transport Requirements, Use cases, System validation, Communication, Exploitation Clúster de Movilidad y Logística Cluster of companies of the transport and logistics sector Transport Requirements, Architecture, Use cases, System validation, Communication, Exploitation, CRAT Research center ICT/Optimization Intelligent Transport Functionality Fluidtime SME, Austria's leading provider

  • f

mobility information systems ICT/Transport Multimodal Integrated Interfaces and Apps Norwegian Public Roads Administration Public Roads Administration Transport Requirements, Use cases, System validation, Communication, Exploitation SINTEF Research center Transport/Optimiz ation Adaptation Functionality TRENITALIA Train and Bus operator ICT/Transport Requirements, Architecture, Use cases, System validation, Communication, Exploitation,

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SLIDE 33

Nicola Blefari Melazzi, Ph. D.

Full Professor of Telecommunications Chair of the Department of Electronic Engineering

e-mail: blefari@uniroma2.it http://blefari.eln.uniroma2.it/ Phone:+39 06 7259 7501 Fax: +39 06 7259 7435

UNIVERSITY OF ROME “TOR VERGATA” Department of Electronics Engineering Via del Politecnico, 1 - 00133 Rome - Italy

Thank you Questions?

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 33

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Open issues

  • Use cases
  • Information on operation of existing systems, architecture,

common format, API (e.g. air traffic)

– specification Google has for public transport systems (e.g., bus and

train systems) to publish route and schedule information (at least in the US)

  • NDN vs. CCN
  • Publish/Subscribe

Nicola Blefari Melazzi, blefari@uniroma2.it, http://blefari.eln.uniroma2.it 34