contact (project coordinator) dr. j. rod franklin kuehne + nagel management ag...
TRANSCRIPT
Contact (Project Coordinator) Dr. J. Rod Franklin Kuehne + Nagel Management [email protected]
Presenter: René Fleischhauer (SAP)
FInest Future Internet enabled Optimisation of Transport and Logistics (T&L) Business Networks
FI PPP Use Case Project
2
Agenda
• Project Overview• Motivation & Solution Requirements• Platform Concept• Project Structure• Use cases & To-be scenarios
• Conceptual Architecture• High-Level Architecture (incl. design decisions)• FInest Experimentation Environment
• GEs for Platform-Level Technologies• GEs of Applications & Services Ecosystems Chapter• GEs of Security Chapter
• GEs Used by FInest Modules• Business Collaboration Module (BCM)• Transport Planning Module (TPM)• Event Processing Module (EPM)• eContracting Module (EPM)
• The End• Communication with FIWARE• Summary GE Usage of FInest
Part I : Project Overview
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The Consortium
4
Motivation (1)
•
• Economical impact• 7% of the EU GDP• 5% of total EU employment
• Ecological impact• ~15% of the global greenhouse gas
caused by transportation• Transport-caused emissions
• Increased by 50% in 2010 (compared with 1990)
• Expected to double again by 2030
Relevance of Transport & Logistics
Motivation (2)
Pressing problems
Limited visibility on T&L processes and critical events hampers business network efficiency and effectiveness
Closed logistic supply chains hinders agile inter-organizational information exchange and collaboration and access for SMEs
Highly manual processes, lack of standards, legal and governmental regulations(“tons of paper”)
Solution Requirements
Efficient support for inter-organizational collaboration and contracting in cooperative business networks
Requirement 1
Requirement 2
Seamless integration of information and data along with real-world data acquisition
Platform Concept
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Project Structure
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WP Dependencies (refinement to DoW, cf. D3.1 p.14)
WP 9 – FI PPP
AlignmentWP 10 – Management
+
Use Case I
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Perishable Goods Shipments – Fish Transport
Use Case II
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Industrial Goods Shipment - Airfreight
Use Case III
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End-to-end Consumer Goods Shipment (Import/Export)
• Analysis of use case requirements and main challenges lead to consolidationClear similarities Based on this: Development of to-be scenarios which
target most of the challenges & requirements• To-be scenarios show examples for what shall be
enabled by FInest
To-be Scenarios
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To-be scenario 1: Handling of Late Cancellation
BEFORE AFTER
Business Role Before AfterShipper Flexibility in booking More commitment to booking
Incentive for more accurate planning Possible last minute booking
Carrier Cancellations Low visibility of demand Late cancellations Late information Low environmental efficiency
Active search of customer (last minute) Improve use of capacity Higher income Higher environmental efficiency
Terminal Frequent changes in discharge/loading list
Less changes, less booking cancellations. Possibilities to book replacement cargo
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To-be scenario 2: Resource Coordination
BEFORE AFTER
Business Role
Before After
Port Service info presented on website arrival & departure notified by AIS system Port call registered by port
Services accessible through a common portal for ports AIS information directly retrieved by the portal Port call registered automatically in back-end system
Captain / Ship agent
Port call registered in SSN, and notified to port Booking of services by email/phone/fax/radio No overview of capacity available
Port call centralised All booking online, with access to real time information
Terminal Some integration between terminal and port No overview of inventory available for carrier
Completed integration and info sharing about resource planning
General Multiple information sources One-to-one communication
Centralized information source EDI integration and automatic information sharing
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To-be scenario 3: Real time event handling
BEFORE AFTER
Shipment execution Before AfterTrucking to Xiamen. Forwarder and Carrier are not always aware of
changes in booking, causing a lot of hick ups Forwarder and Carrier are immediately aware of changes and
can determine how to deal with these changes Handling of changes / replanning is facilitated and accelerated
Consolidating of shipments in to the carrier's warehouse
The forwarder receives different actual freight than originally booked. This is causing problems for efficient consolidation.
Gap between actual freight and booking, but early notification enabled the forwarder to update plan
Air transport, including handling by carrier
Surprises occurs at delivery to (more freight then planned)
No more/less surprises occur because both forwarder and airline are informed about the changes.
Pick up, custom declaration, deconsolidation
No information given to the forwarder at the airport of destinations, resulting in a gap between capacity reservation and actual need.
The forwarder was aware of the changes and adapted his number of pick-up trucks .
Forwarding to the consignee
The consignee doesn’t get his freight on time in full because freight capacity not available
Freight on time in full, because early communication between Shipper, Forwarder and Carrier, and correct replanning
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To-be scenario 4: ePlanning (transport order mgt)
BEFORE AFTER
Business Role Before AfterShipper Manual process of data collection
Data is collected from many different sources which have different formats
Time delays in information input Hard to track updates Manual data processing for forming a cost
overview
Online service description connected to booking application Automated data gathering Automatic pre-cost estimation Visibility of historical usage on the time of purchasing Effective contract management Visibility on environmental impact Collaboration among partners who work on the same transport chain plan
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To-be scenario 5: Automated shipment tracking
BEFORE AFTER
Business Role Before AfterShipper Manual input from LSPs about the status of the cargo
Time delays in information input Lack of automated alert system for deviations
Automated input from tracking systems Information is visible to the parties that have authorization
at the same time Timely notification of deviations
Part II : Conceptual Architecture
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Overview Conceptual Architecture
• Architecture Model• Specification of interactions• Design of core modules
• Design Decisions• Backend Integration• Data Interchange• Security
• Publications• R. Franklin et al. “Future Internet technology for the future of transport
and logistics (invited),” in ServiceWave 2011• Metzger, A. et al. “Predictive monitoring of heterogeneous service-
oriented business networks”, SRII Global Conference, 2012• R. Franklin et al. “Cloud Based Collaboration Platform for T&L Business
Networks, 6th Int’l Scientific Symposium on Logistics, 2012
Module Layer
E-Contracting Module(ECM)
Event Processing Module(EPM)
Business CollaborationModule (BCM)
Transport Planning Module(TPM)
Front EndLayer
Back EndLayer
List of matching contracts(long-/short-term)
Detected situation(e.g., SLA violation /timing violation/proof of delivery)
Information aboutactual bookingsand changes
(Re-
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Situationsto monitor / rules(e.g., ETA of transport leg)
Smart ItemsSmart ItemsLegacy SystemsLegacy Systems3rd-party services3rd Party Services
Service-based System Integration
IoS and IoTMonitoring
Events(from IoT)
Multi-Channel Messaging (SMS, E-Mail, Social Networks)
Customizable Web Portal (using Gadgets á la iGoogle)
User-/Identity Mgt. & Access-Control
Notifications and request for actions Profiles of potential business partners
Events(from IoS& Legacy:EDI etc.)
Events about transport process
Secure Storage &Backup
Offers and demands
from spot-marketplaces
Final status & data of completed transport process
…Shipper Transport Planner Carrier (e.g., Airline)Forwarder
…
Transport bookings
Transportexecution data
Module Layer
Front EndLayer
Back EndLayer
Smart ItemsSmart ItemsLegacy SystemsLegacy Systems3rd-party services3rd Party Services
Service-based System Integration
IoS and IoTMonitoring
Multi-Channel Messaging (SMS, E-Mail, Social Networks)
Customizable Web Portal (using Gadgets á la iGoogle)
User-/Identity Mgt. & Access-Control
Secure Storage &Backup
…
Shipper Transport Planner Carrier (e.g., Airline)Forwarder
…
Conceptual Architecture (1)
Module Layer
E-Contracting Module(ECM)
Event Processing Module(EPM)
Business CollaborationModule (BCM)
Transport Planning Module(TPM)
List of matching contracts(long-/short-term)
Detected situation(e.g., SLA violation /timing violation/proof of delivery)
Information aboutactual bookingsand changes
(Re-
)pla
nnin
g tr
igge
r
Tran
spor
t exe
cutio
n pl
an
Situationsto monitor / rules(e.g., ETA of transport leg)
Events(from IoT)
Notifications and request for actions Profiles of potential business partners
Events(from IoS& Legacy:EDI etc.)
Events about transport process
Offers and demands
from spot-marketplaces
Final status & data of completed transport process
Transport bookings
Transportexecution data
Conceptual Architecture (2)
Design Decisions (1)
• Backend / Legacy• Coverage of actual execution of transport (e.g., handling of actual documents, e.g., eAWB)
not part of the collaboration space• We will use existing systems (e.g., for creating AWBs / using EDI systems /
marketplaces) as black-boxes and integrate them via back-end• FInest platform will observe events about the change of such documents and
possibly link to those documents (but will NOT handle actual documents), i.e., similar to Cargo 2000
• Security, (Privacy) and Trustworthiness• Rely on FI-WARE GEs in “SPT” Chapter (incl. specific FInest feature requests)• Three dimensions of SPT:
• Front-end (access-based)• Back-end (access-based)• Artifact-based (business entity-based) in the BCM
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Design Decisions (2)
• Data Interchange Format• Basis for interchange format: Common Framework
• Defined by EU projects FreightWise and eFreight and serves as the basis for ongoing standardization efforts within GS1
• Main modelling concepts • TCP = FInest addition• TSD will be mapped to USDL ( FI-WARE)
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1..*
Transport Execution Plan(TEP)
Transport Service Description
(TSD)
Transport Execution Status(TES)
Goods Item Itinerary
(GII)
Transport Chain Plan(TCP)
0..1
1..1 0..*0..1 1..1
planned leg
booked TSD
TEP status
Experimentation Environment
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FI-WARE
FInest test
Finest simulation environment
invokes
Test design workbench
Simulation engine
Test design workbenchtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
configuration
executionmanagement
accessmanagement
datamanagement
resourcemanagement
tests events resourcesparticipants, roles,
and access privileges
R
Test user interface
reporting
policies and regulations
sensor and operational
data
physical test sites
KPIs
FI-WARE
FInest test
Finest simulation environment
invokes
Test design workbench
Simulation engine
Test design workbenchtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
designtest
configuration
executionmanagement
accessmanagement
datamanagement
resourcemanagement
tests events resourcesparticipants, roles,
and access privileges
RRR
Test user interface
reporting
policies and regulations
sensor and operational
data
physical test sites
KPIs
Part III : GEs used by FInest Platform
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• Relevant FIWARE chapters for FInest:• Architecture of Applications and Services Ecosystem and
Delivery Framework• Security• Cloud Hosting• Interface to Networks and Devices (no specific GEs were
identified so far)
GEs for Platform-Level Technologies (1)
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Architecture of Applications and Services Ecosystem and Delivery Framework:
GEs for Platform-Level Technologies (2)
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• FInest modules provide individual functionality and can be used independently
• App/Eco GEs are used from the Customization Tools and Middleware Mgt. to provide the FInest modules as SaaS solutions
• USDL• Repository• Marketplace• Registry• Mediator• Composition Editor• Composition Execution
• Service description by USDL• Service provisioning and
consumption through Repository, Registry
• Service marketing via Marketplace
• Customization through different service composition (Editor, Executor)
• Orchestration and configuration by Mediator
Security:
GEs for Platform-Level Technologies (3)
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• FInest has heavily relies on sophisticated security mechanisms Logistics processes often entail a variety of
different stakeholders Sharing specific data while keeping
confidential business data undisclosed • Needed Technologies
• GEs for Security• Identity Management• Security Monitoring
• Optional GEs for Security• Anti-Malware• Secure Storage
• Additional required technologies• BYOD Security (security mechanisms for Bring-Your-Own-Device concept)• Document Right Management (Integrate access rights in documents before exporting [e.g. Invoice,
contract])• Network Security Solutions (Next Generation Firewall, IPS, Database + Application Firewall, VPN,
DDOS Prevention)
FInest Security Framework
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FInest Security Framework
Potential GEs from the initial FI-WARE architecture• Identity Management Generic Enabler• Security Monitoring Generic Enabler
Requested Generic Enablers• Anti-Virus Malware Detection Optional Generic Enabler• Secure Storage Service Optional Generic Enabler• Security Access Control
Cloud Hosting:
GEs for Platform-Level Technologies (4)
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• Hosting of FInest platform important and not trivial issue
• Module deployment shall support different cloud infrastructures
How to enable a common platform deployed in heterogeneous cloud infrastructures? Possible with provided GEs? If yes, which GE(s) will be
responsible? Scope of provided GEs:
Deployment Mgt. by FIWARE? What have to provide the use case
project by their own?
Part IV : GEs used by FInest Modules
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Overview & Aim Design, specify and provide a conceptual prototype of the ‘Collaboration Manager’• Envisioned Capabilities
• Central management of all relevant information for the execution of multi-party logistics processes (enabling global view)
• Facilitating consistent data management and information privacy throughout T&L business networks
• Exploiting entity-centric modeling as new ‘approach’ for enabling this
Business Collaboration Module – BCM (1)
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Conceptual Architecture
Business Collaboration Module – BCM (2)
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Business Collaboration Module (BCM)
Notification & Action Trigger
Standard Process Repository
Process Engine
Collaboration ObjectManager
External Data
Importer
Secu
rity
& P
rivac
y M
anag
er
Notifications & Requests
Additionaltransport relevant
dataTransport plan
User Information & Profiles
BCO events Monitoring event types
Final Transport Status
CollaborationObject Storage
TransportEvents
Potential GEs from the initial FI-WARE architecture:• Data/Context Management Architecture
• Big Data Analysis• SQL/Non-SQL Storages
• Cloud Hosting Architecture• Object Storage
Requested Generic Enablers• Multiple Source Analysis (Epic): Analysis of big data sets at near real-time
• Analyze data of stored logistics processes and provide information to the user (statistics, crosscutting data quires)
• Trusted Object Storage (GE): Extension of Object Storage to enable the trusted storage within an cloud-based infrastructure • Store highly confidential stakeholders information only in a trusted environment
• Workflow Execution Engine (GE)
Business Collaboration Module - BCM (3)
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Transport Planning Module – TPM (1)
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Overview & Aim Aim: Design, specify and provide a conceptual prototype of the ‘Transport Planning
Module’ • Envisioned Capabilities
• Describe how the TPM can contribute to the collaboration platform to achieve more efficient planning processes
• Creation and maintenance of Transport Execution Plan (TEP) through usage of:• Updated Status Information• Updated Transport Services and Transport demand• Utilization of marketplace functionality including match making
Transport Planning Module – TPM (2)
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Conceptual Architecture
InterfaceManager
Transport Planning Engine
TransportDemand
Replanning
Transport Search/
Optimization/Selection/
Configuration
TCP to BCM and ECM
(Re)-planning trigger from BCM
R
Transport Planning and Re-planning Module (TPM)
Contract and TSD/Marketplace searchContract and TSD/Marketplace details
TPM Storage
TransportBooking
TEP requests to Booking SystemsTEP response from Booking Systems
R
Transport Demand
R
Transport Demand Updates
LSCTSD, TEP and TCP
Maintenance
Frontend/Backend
Transport Planning Module – TPM (3)
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Potential GEs from the initial FI-WARE architecture• Data/Context Management Architecture
• Big Data Analysis• SQL/Non-SQL Storage
• Cloud Hosting Architecture• Object Storage• DCRM
Requested Generic Enablers• Optimization Models and Execution: Set up optimization models and execution of the
models
• GUI Platform: Create a graphical view of the workflow; give a picture of the process execution at certain points in time
• APPS• Mediator• CompositionExecution• Repository
Event Processing Module – EPM (1)
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Overview & Aim Collect events from various sources, and perform what is known as complex event
processing (CEP) on them • by detecting situations of interest based on the logistic plan, and notify them to
the business collaboration module (BCM) or FInest front-end.• Objective: Provide end-to-end visibility and monitoring of the logistic
processes and the ability to respond to changes and deviations in a timely manner.
Event Processing Module – EPM (2)
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Event Processing Module (EPM)
…Running ProcessStatus
Event)Source 1(
Event)Source n(
Detected Situation
Monitoring requirements
Runtime engine
Rules Rules definition
Conceptual Architecture
Event Processing Module – EPM (3)
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Potential GEs from the initial FI-WARE architecture• Publish/Subscribe Broker GE (Data/Context chapter) – addresses required capabilities
#1-3• Complex Event Processing (CEP) GE (Data/Context chapter) – addresses required
capabilities #4
Requested Generic Enablers capabilities1. IoT Event Subscription: Subscription mechanism to events or data produced by things
such as devices or sensors2. Capture and Collect Events: Collect data from various sources 3. Disseminate Derived Events: Allow distribution of events to consumers which are
interested in that event. 4. Event Processing: Configurable event processing engine 5. Advanced Analytics: e.g. mining, predictive models, optimization engines, that can be
linked to FInest proactive event-driven capabilities
eContracting Module – ECM (1)
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Overview & Aim Support logistics stakeholders in semi-automatically establishing and managing
contracts.
Leg 1: Truck Leg 2: Vessel Leg 3: Truck
…
Exact contract information
Interpretation of contract information during execution because the contract itself is not available in an online form during its execution process
Far East UK
eContracting Module – ECM (2)
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Conceptual Architecture
eContracting Module – ECM (3)
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Potential GEs from the initial FI-WARE architecture• USDL Tooling for modeling of logistics contracts (Application/Services Ecosystem &
Delivery)• Marketplace (Application/Services Ecosystem & Delivery)• (Repository) (Application/Services Ecosystem & Delivery)
Requested Generic Enablers• SLA & Contracts Storage and Retrieval: Store SLAs and contracts and mechanisms to
retrieve information from those SLAs and contracts
Part V : The End
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1. How are GEs are hosted and how can they be accessed?
Distribution of GE-Software (Releases via Website, Access to Version-Control, …)
Installation and Setup (Manuals will be available?) Assure quality and scalability Access to GEs: Restricted by user, group, …
2. Details to the FIWARE Test Bed?3. Details to FIWARE Tools?
How to use When finished
Questions regarding GEs
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• Short-term communication with FIWARE needed to enable efficient development based on GEs• Existing communication with FIWARE should be
intensified• Use case projects are early customers of FIWARE• Our wish: More pro-active interaction highly desired• Our proposal: Establishing FIWARE User groups
Collaboration with FI-WARE
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THANK YOU!
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Appendix
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FInest Usage Scenario I
“Setup transport planfor customer-initiatedorder”
Core Modules
Front End
Back End
…
End-user Transport Planner Logistic Service Provider
Order Plan Shipment
Smart ItemsSmart ItemsLegacy SystemsBusiness Systems 3rd Party Services
Service-based System Integration
IoS and IoTMonitoring
….
Integrated User Interfaces
User Management & Access Control
Cloud Deployment & Management
transport plan (after planning)
exec. status (for re- planning)
parameters (for monitoring)
status updates (during exec.)
contract details (for planning)
contract usage (for updates)
contract status (for updates)
E-Contracting(ECM)
Event Processing
(EPM)
Business Collaboration
(BCM)
Transport Planning(TPM)
trigger user action (during exec.)
notification (for decision making)
events (manual)
events (automated)
contract data (manual)
contract data (automated)planning-relevant data
tran
spor
t-re
leva
nt d
ata
Scenario 1
FInest Usage Scenario II
“Monitor cargoand respondto deviations”
Core Modules
Front End
Back End
…
End-user Transport Planner Logistic Service Provider
Order Plan Shipment
Smart ItemsSmart ItemsLegacy SystemsBusiness Systems 3rd Party Services
Service-based System Integration
IoS and IoTMonitoring
….
Integrated User Interfaces
User Management & Access Control
Cloud Deployment & Management
transport plan (after planning)
exec. status (for re- planning)
parameters (for monitoring)
status updates (during exec.)
contract details (for planning)
contract usage (for updates)
contract status (for updates)
E-Contracting(ECM)
Event Processing
(EPM)
Business Collaboration
(BCM)
Transport Planning(TPM)
trigger user action (during exec.)
notification (for decision making)
events (manual)
events (automated)
contract data (manual)
contract data (automated)planning-relevant data
tran
spor
t-re
leva
nt d
ata
Scenario 2
FInest Usage Scenario III
“Establishnew blanketcontract withtransport provider”
Core Modules
Front End
Back End
…
End-user Transport Planner Logistic Service Provider
Order Plan Shipment
Smart ItemsSmart ItemsLegacy SystemsBusiness Systems 3rd Party Services
Service-based System Integration
IoS and IoTMonitoring
….
Integrated User Interfaces
User Management & Access Control
Cloud Deployment & Management
transport plan (after planning)
exec. status (for re- planning)
parameters (for monitoring)
status updates (during exec.)
contract details (for planning)
contract usage (for updates)
contract status (for updates)
E-Contracting(ECM)
Event Processing
(EPM)
Business Collaboration
(BCM)
Transport Planning(TPM)
trigger user action (during exec.)
notification (for decision making)
events (manual)
events (automated)
contract data (manual)
contract data (automated)planning-relevant data
tran
spor
t-re
leva
nt d
ata
Scenario 3
SummaryUsage of GEs by FInest
Core Modules
Front End
Back End
…
End-user Transport Planner Logistic Service Provider
Order Plan Shipment
Smart ItemsSmart ItemsLegacy SystemsBusiness Systems 3rd Party Services
Service-based System Integration
IoS and IoTMonitoring
….
Integrated User Interfaces
User Management & Access Control
Cloud Deployment & Management
transport plan (after planning)
exec. status (for re- planning)
parameters (for monitoring)
status updates (during exec.)
contract details (for planning)
contract usage (for updates)
contract status (for updates)
E-Contracting(ECM)
Event Processing
(EPM)
Business Collaboration
(BCM)
Transport Planning(TPM)
trigger user action (during exec.)
notification (for decision making)
events (manual)
events (automated)
contract data (manual)
contract data (automated)planning-relevant data
tran
spor
t-re
leva
nt d
ata
Premise (Charging, Billing, Payment, …) + Revenue Sharing
Aggregator (composition & mashup)
USDL to describe „real-world“ T&L services (business value, legal, financial, …)
Channel maker (devices & channels) & Aggregator (UI mashup)
Broker (T&L service marketplaces)
SLA management
Outdated!
FInest Collaboration Space (1)
Future Internet Core Platform
NoF IoT IoC IoS
Real World Integration
Service Provisioning & Consumption
Ubiquitous Broadband
Connectivity
Information Integration & Processing
SPT
Security & Reliability
Generic Enablers
…
…
T&L Stakeholders
…
FInest Transport and Logistics
Collaboration SpaceDeployed in
the Cloud
55
K&N joined the FInest platform
Kühne & Nagel, one of the worlds largest
logistic service providers, adopted the
FInest
platform
AFKLM joined the FInest platform
Air France KLM Cargo joined the user
group for the FInest collaboration services
Paluno to offer eContracing App
Paluno (the Ruhr Institute for Software
Technology) offers a novel eContracting
app and gadget for the FInest platform…
SAP to deploy first FInest instance
SAP is to offer the FInest platform
services as part of their business by design
portfolio
e.g., eContracting Gadget: Search for offers (contracts) matching empty capacity
FInest Collaboration Space (2)
High-level Architecture
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Module Layer
E-Contracting Module(ECM)
Event Processing Module(EPM)
Business CollaborationModule (BCM)
Transport Planning Module(TPM)
Front EndLayer
Back EndLayer
List of matching contracts(long-/short-term)
Detected situation(e.g., SLA violation /timing violation/proof of delivery)
Information aboutactual bookingsand changes
(Re-
)pla
nnin
g tr
igge
r
Tran
spor
t exe
cutio
n pl
an
Situationsto monitor / rules(e.g., ETA of transport leg)
Smart ItemsSmart ItemsLegacy SystemsLegacy Systems3rd-party services3rd Party Services
Service-based System Integration
IoS and IoTMonitoring
Events(from IoT)
Multi-Channel Messaging (SMS, E-Mail, Social Networks)
Customizable Web Portal (using Gadgets á la iGoogle)
User-/Identity Mgt. & Access-Control
Notifications and request for actions Profiles of potential business partners
Events(from IoS& Legacy:EDI etc.)
Events about transport process
Secure Storage &Backup
Offers and demands
from spot-marketplaces
Final status & data of completed transport process
…
Shipper Transport Planner Carrier (e.g., Airline)Forwarder
…
Transport bookings
Transportexecution data
The information in this document is proprietary to the following FInest consortium members funded by means of European Union within the 7th Framework Program: SAP AG, IBM Israel – Science and Technology Ltd, Kuehne + Nagel Management AG, Norsk Marinteknisk Forskningsinstitutt AS, Universität Duisburg-Essen, Ålesund Kommune, Tyrholm & Farstad AS, Arcelik A.S., KocSistem Bilgi Ve Iletisim Hizmetleri A.S., North Sea Container Line AS, Koninklijke Luchtvaart Maatschappijnv. The information in this document is provided "as is", and no guarantee or warranty is given that the information is fit for any particular purpose. The above referenced consortium members shall have no liability for damages of any kind including without limitation direct, special, indirect, or consequential damages that may result from the use of these materials subject to any liability which is mandatory due to applicable law.
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