SlideShare a Scribd company logo
1 of 25
Alcatel-Lucent Bell Labs Holmdel
Content-Centric Networking in
Opportunistic and Mobile Networks
Torsten Braun, Universität Bern, Switzerland
braun@iam.unibe.ch, cds.unibe.ch
contributions from Carlos Anastasiades, Elham Cheriki,
Tobias Schmid, Vasilios Siris, Alexander Striffeler, Jürg Weber
Overview
> Introduction
— Current Research projects
— Content-Centric Networking (CCN)
— Service-Centric Networking (SCN)
> CCN and Opportunistic Networks
— Overhearing
— Resume Operation
— Pipelining
— Multicast
— Delegation Service
> CCN and Network Coding
> CCN and Mobility
> EU FP7 Integrated Project: mobile-cloud-networking.eu
— Mobile Cloud Network (MCN) Architecture
— Micro / Macro Data Centres and Virtual Mobile Networks
— Follow-Me Cloud
> Conclusions
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
2
CDS Research Projects
Regensdorf, November 30, 2011
Torsten Braun: Computer Networks and Distributed Systems Research
3
Wireless
Networks
Cloud
Computing
Content-Centric
Networks
Service-Centric
Networking
Mobile Cloud Networking
Enhanced Mobile Communication
with Content-Centric Networks
Integral Indoor 3D Guidance and
Access-Control System (In3DGuide)
Swiss Academic
Compute Cloud
Content-Centric Networking (CCN)
> Messages
— Interest: content name, selector
— Data: content name, signature (info), data
> Hierarchical content names
— Example: /unibe.ch/braun/lecture/os/20130521
> Related Projects
— NDN = Named Data Networking, www.named-data.net
— CCNx = Open Source Core Software Project for
Content-Centric Networking, www.ccnx.org
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
4
Service-Centric Networking (SCN)
> Service-Centric Networking
— Extension of content-centric networking to support services
— Object names for both services (functions) and content (data), e.g.,
– /youtube.com/rendering
– /unibe.ch/braun/lecture/os/20130521
— Service request (response) in Interest (Data) message
> Examples Services
— Cloud computing
– find/call cloud services (computation, storage)
– deploy cloud services
– support caching of data stored in the cloud
— Web services
— Continuous multimedia retrieval and streaming services,
— Event services, e.g., exceeding sensor/stock data thresholds
— In-network services, e.g., aggregation and filtering of (sensor) data
T. Braun, V. Hilt, M. Hofmann, I. Rimac, M. Steiner, M. Varvello: Service-Centric Networking,
IEEE International Conference on Communications Workshops (ICC), pp.1-6, Kyoto, 5-9 June 2011
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
5
Service-Centric Network
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
6
Service request/response
SCN router
SCN network
SCN Prototype Evaluation
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
7
user1 ccnd1
client1
user2 ccnd2
client2 ccndr
conversion
service &
repository
CCN router
ccndp
publisher
1/8
2/7
11/12
3
5
6
4
13/14
18/19
10
15
9
16
17/20
186 31 4
0
50
100
150
200
1-8 9-16 17-20
time [s]
1-8: Client 1 retrieves bit map image (36 MB)
9-16: Client 2 retrieves JPEG image (6 MB)
17-20: Client 1 retrieves JPEG image
Torsten Braun, Andreas Mauthe, Vasilios Siris:
Service-Centric Networking Extensions,
28th ACM Symposium on Applied Computing,
Coimbra, Portugal, March 18 - 22, 2013
CCN and Opportunistic Networks
> CCN and Opportunistic Networks seem to be a good match.
— No beaconing required to learn about neighbor nodes
— No need for neighbour lists
— Exploitation of broadcast property of wireless media:
→ single Interest to many neighbor nodes
> Reduced delay and network load due to possible caching
> Issue: Short node encounters require
— Efficient data transfer
– Overhearing broadcast transmissions
– Pipelining
— Resume operations to handle disruptions
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
8
Encounter
Overhearing
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
9
2
1
3
4Interest
Data
File Exchange in Opportunistic Networks
> Problems:
— File exchange might not be completed during short encounter.
— Caches do not store data persistently
> Solution:
— Partial file download and resume operation
(supported by meta data per file)
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
10
Name of Content Object
Version of Content Object
Next Segment
File Position
Publisher’s public key digest
Expiration time
Resume Operation
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
11
Evaluation of Resume Operation
> Scenario:
— 1 source and 1 consumer
— 1 disruption after a certain amount of exchanged data
> Evaluation of transfer time for a 5 MB file with PCEngines
ALIX wireless mesh nodes and different data message sizes
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
12
Pipelining
> Pipelining to support fast file exchange
> TCP-like control of pipeline sizes
— Slow start and exponential increase of concurrent Interest messages
> MAC layer unicast:
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
13
Multicast
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
14
> Problems by MAC layer multicast
— No MAC layer ACKs / retransmissions
— Interest retransmissions
Energy Consumption
> Energy consumption measurements in a 3 wireless mesh node
scenario with multicast using digital multi-meter
> Energy consumption for a 5 MB file transfer
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
15
Delegation Service
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
16
Network Coding and CCN
> Regular case:
— 4 Interests + 4 Data
messages
> Network Coding:
— 3 Interests + 3 Data
messages
> Problem: Naming
> Proposal: Encapsulation
Alexander Striffeler:
Network Coding in mobile CCN,
Bachelor Thesis at Universität Bern
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
17
Interest A
Interest B
Interest A B
Data A
Data B
Data A B
Network Coding of CCN Data Messages
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
18
CCN and Mobility
> CCN inherently support receiver mobility !
> Problem: Source Mobility
— Finding a source’s location at the beginning of and when source is moving during
communication.
> Solutions (for general Information-Centric Networking approaches)
— Routing-based approaches
– (Proactive) updating of routing tables in case of moving sources
→ issues on scalability and convergence
— Indirection
– (Home) agent forwards all Content Requests to mobile source, cf. Mobile IP.
→ location-based identifiers, cf. location/identity separation.
— Resolution
– Receiver requests location-based identifier for a content name in a Content Request.
– Approach adds resolution phase and requires resolution entities in visited networks.
> Conclusions and Suggestions
— Both content names and locators might be needed to efficiently support CCN
source mobility.
— Flexible use of content names / locators, possibly using late binding
Vasilios Siris, Torsten Braun et al.: Content-Centric Networking Architectures for Moving Objects, COST Action
IC0906, STSM Report, 2012, http://cost-winemo.org/
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
19
EU FP7 Integrated Project:
mobile-cloud-networking.eu
> Integration of
— Radio Access Network
— Mobile Core Network
— Data Centre (computing, storage, applications)
into (decentralized) cloud computing infrastructure (management!)
> Advantages: elasticity, costs, performance, e.g., by
exploitation of user location for service provisioning → Follow Me Cloud
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
20
Mobile Cloud Network (MCN) Architecture
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
21
Micro / Macro Data Centres and
Virtual Mobile Networks
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
22
Follow-Me Cloud
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
23
Conclusions and Outlook
> Conclusions
— CCN has benefits in wireless / opportunistic networks
— Services can be supported by CCN
— CCN supports receiver mobility, but source mobility is an issue.
> Outlook
— MCN investigates CCN for caching of mobile users’ cloud data
— SNSF project on SCN: service naming, routing, and management
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
24
Thank You for Your Attention !
> braun@iam.unibe.ch
> http://cds.unibe.ch
> http://www.slideshare.net/torstenbraun
Holmdel, 23.05.2013
Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks
25

More Related Content

What's hot

Using In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Inf...
Using In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Inf...Using In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Inf...
Using In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Inf...Benjamin Rainer
 
Content centric networks
Content centric networksContent centric networks
Content centric networksMeshingo Jack
 
Review on Clustering and Data Aggregation in Wireless Sensor Network
Review on Clustering and Data Aggregation in Wireless Sensor NetworkReview on Clustering and Data Aggregation in Wireless Sensor Network
Review on Clustering and Data Aggregation in Wireless Sensor NetworkEditor IJCATR
 
Literature Review: Convey the Data in Massive Parallel Computing
Literature Review: Convey the Data in Massive Parallel ComputingLiterature Review: Convey the Data in Massive Parallel Computing
Literature Review: Convey the Data in Massive Parallel ComputingAM Publications,India
 
Concept of node usage probability from complex networks and its applications ...
Concept of node usage probability from complex networks and its applications ...Concept of node usage probability from complex networks and its applications ...
Concept of node usage probability from complex networks and its applications ...redpel dot com
 
Information-centric networking and relaton to legal and regulatory issues
Information-centric networking and relaton to legal and regulatory issuesInformation-centric networking and relaton to legal and regulatory issues
Information-centric networking and relaton to legal and regulatory issuesSAIL
 
Information Centric Networking
Information Centric NetworkingInformation Centric Networking
Information Centric NetworkingShahneel Siddiqui
 
On minimizing data forwarding schedule in multi transmit receive wireless mes...
On minimizing data forwarding schedule in multi transmit receive wireless mes...On minimizing data forwarding schedule in multi transmit receive wireless mes...
On minimizing data forwarding schedule in multi transmit receive wireless mes...redpel dot com
 
A Survey Paper on Cluster Head Selection Techniques for Mobile Ad-Hoc Network
A Survey Paper on Cluster Head Selection Techniques for Mobile Ad-Hoc NetworkA Survey Paper on Cluster Head Selection Techniques for Mobile Ad-Hoc Network
A Survey Paper on Cluster Head Selection Techniques for Mobile Ad-Hoc NetworkIOSR Journals
 
DWDM-RAM: Enabling Grid Services with Dynamic Optical Networks
DWDM-RAM: Enabling Grid Services with Dynamic Optical NetworksDWDM-RAM: Enabling Grid Services with Dynamic Optical Networks
DWDM-RAM: Enabling Grid Services with Dynamic Optical NetworksTal Lavian Ph.D.
 
Throughput Maximization using Spatial Reusability in Multi Hop Wireless Network
Throughput Maximization using Spatial Reusability in Multi Hop Wireless NetworkThroughput Maximization using Spatial Reusability in Multi Hop Wireless Network
Throughput Maximization using Spatial Reusability in Multi Hop Wireless Networkijtsrd
 
Cm32996999
Cm32996999Cm32996999
Cm32996999IJMER
 
DIA-TORUS:A NOVEL TOPOLOGY FOR NETWORK ON CHIP DESIGN
DIA-TORUS:A NOVEL TOPOLOGY FOR NETWORK ON CHIP DESIGNDIA-TORUS:A NOVEL TOPOLOGY FOR NETWORK ON CHIP DESIGN
DIA-TORUS:A NOVEL TOPOLOGY FOR NETWORK ON CHIP DESIGNIJCNCJournal
 
Faster Content Distribution with Content Addressable NDN Repository
Faster Content Distribution with Content Addressable NDN RepositoryFaster Content Distribution with Content Addressable NDN Repository
Faster Content Distribution with Content Addressable NDN RepositoryShi Junxiao
 
Congestion control, routing, and scheduling 2015
Congestion control, routing, and scheduling 2015Congestion control, routing, and scheduling 2015
Congestion control, routing, and scheduling 2015parry prabhu
 

What's hot (18)

Using In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Inf...
Using In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Inf...Using In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Inf...
Using In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Inf...
 
Content centric networks
Content centric networksContent centric networks
Content centric networks
 
Review on Clustering and Data Aggregation in Wireless Sensor Network
Review on Clustering and Data Aggregation in Wireless Sensor NetworkReview on Clustering and Data Aggregation in Wireless Sensor Network
Review on Clustering and Data Aggregation in Wireless Sensor Network
 
Literature Review: Convey the Data in Massive Parallel Computing
Literature Review: Convey the Data in Massive Parallel ComputingLiterature Review: Convey the Data in Massive Parallel Computing
Literature Review: Convey the Data in Massive Parallel Computing
 
Concept of node usage probability from complex networks and its applications ...
Concept of node usage probability from complex networks and its applications ...Concept of node usage probability from complex networks and its applications ...
Concept of node usage probability from complex networks and its applications ...
 
Information-centric networking and relaton to legal and regulatory issues
Information-centric networking and relaton to legal and regulatory issuesInformation-centric networking and relaton to legal and regulatory issues
Information-centric networking and relaton to legal and regulatory issues
 
Information Centric Networking
Information Centric NetworkingInformation Centric Networking
Information Centric Networking
 
On minimizing data forwarding schedule in multi transmit receive wireless mes...
On minimizing data forwarding schedule in multi transmit receive wireless mes...On minimizing data forwarding schedule in multi transmit receive wireless mes...
On minimizing data forwarding schedule in multi transmit receive wireless mes...
 
Named data networking. Basic Principle
Named data networking. Basic PrincipleNamed data networking. Basic Principle
Named data networking. Basic Principle
 
A Survey Paper on Cluster Head Selection Techniques for Mobile Ad-Hoc Network
A Survey Paper on Cluster Head Selection Techniques for Mobile Ad-Hoc NetworkA Survey Paper on Cluster Head Selection Techniques for Mobile Ad-Hoc Network
A Survey Paper on Cluster Head Selection Techniques for Mobile Ad-Hoc Network
 
DWDM-RAM: Enabling Grid Services with Dynamic Optical Networks
DWDM-RAM: Enabling Grid Services with Dynamic Optical NetworksDWDM-RAM: Enabling Grid Services with Dynamic Optical Networks
DWDM-RAM: Enabling Grid Services with Dynamic Optical Networks
 
June 28 Presentation
June 28 PresentationJune 28 Presentation
June 28 Presentation
 
Throughput Maximization using Spatial Reusability in Multi Hop Wireless Network
Throughput Maximization using Spatial Reusability in Multi Hop Wireless NetworkThroughput Maximization using Spatial Reusability in Multi Hop Wireless Network
Throughput Maximization using Spatial Reusability in Multi Hop Wireless Network
 
Cm32996999
Cm32996999Cm32996999
Cm32996999
 
DIA-TORUS:A NOVEL TOPOLOGY FOR NETWORK ON CHIP DESIGN
DIA-TORUS:A NOVEL TOPOLOGY FOR NETWORK ON CHIP DESIGNDIA-TORUS:A NOVEL TOPOLOGY FOR NETWORK ON CHIP DESIGN
DIA-TORUS:A NOVEL TOPOLOGY FOR NETWORK ON CHIP DESIGN
 
Faster Content Distribution with Content Addressable NDN Repository
Faster Content Distribution with Content Addressable NDN RepositoryFaster Content Distribution with Content Addressable NDN Repository
Faster Content Distribution with Content Addressable NDN Repository
 
Congestion control, routing, and scheduling 2015
Congestion control, routing, and scheduling 2015Congestion control, routing, and scheduling 2015
Congestion control, routing, and scheduling 2015
 
IJET-V2I6P5
IJET-V2I6P5IJET-V2I6P5
IJET-V2I6P5
 

Viewers also liked

Opportunistic Networking: Extending Internet Communications Through Spontaneo...
Opportunistic Networking: Extending Internet Communications Through Spontaneo...Opportunistic Networking: Extending Internet Communications Through Spontaneo...
Opportunistic Networking: Extending Internet Communications Through Spontaneo...Waldir Moreira
 
Information-Centric Networking in Wireless/Mobile Networks
Information-Centric Networking in Wireless/Mobile NetworksInformation-Centric Networking in Wireless/Mobile Networks
Information-Centric Networking in Wireless/Mobile NetworksTorsten Braun, Universität Bern
 
A boring presentation about social mobile communication patterns and opportun...
A boring presentation about social mobile communication patterns and opportun...A boring presentation about social mobile communication patterns and opportun...
A boring presentation about social mobile communication patterns and opportun...Save Manos
 
Opportunistic Networking
Opportunistic NetworkingOpportunistic Networking
Opportunistic NetworkingNoorin Fatima
 
What is Content centric networking
What is Content centric networkingWhat is Content centric networking
What is Content centric networkingpraison
 
Trends and Challenges in Delay Tolerant Network (DTN) or Mobile Opportunistic...
Trends and Challenges in Delay Tolerant Network (DTN) or Mobile Opportunistic...Trends and Challenges in Delay Tolerant Network (DTN) or Mobile Opportunistic...
Trends and Challenges in Delay Tolerant Network (DTN) or Mobile Opportunistic...Dr. Mazlan Abbas
 

Viewers also liked (6)

Opportunistic Networking: Extending Internet Communications Through Spontaneo...
Opportunistic Networking: Extending Internet Communications Through Spontaneo...Opportunistic Networking: Extending Internet Communications Through Spontaneo...
Opportunistic Networking: Extending Internet Communications Through Spontaneo...
 
Information-Centric Networking in Wireless/Mobile Networks
Information-Centric Networking in Wireless/Mobile NetworksInformation-Centric Networking in Wireless/Mobile Networks
Information-Centric Networking in Wireless/Mobile Networks
 
A boring presentation about social mobile communication patterns and opportun...
A boring presentation about social mobile communication patterns and opportun...A boring presentation about social mobile communication patterns and opportun...
A boring presentation about social mobile communication patterns and opportun...
 
Opportunistic Networking
Opportunistic NetworkingOpportunistic Networking
Opportunistic Networking
 
What is Content centric networking
What is Content centric networkingWhat is Content centric networking
What is Content centric networking
 
Trends and Challenges in Delay Tolerant Network (DTN) or Mobile Opportunistic...
Trends and Challenges in Delay Tolerant Network (DTN) or Mobile Opportunistic...Trends and Challenges in Delay Tolerant Network (DTN) or Mobile Opportunistic...
Trends and Challenges in Delay Tolerant Network (DTN) or Mobile Opportunistic...
 

Similar to Content-Centric Networking in Opportunistic and Mobile Networks

Hsing cuhk talk wireless 5_g_why-how-what_mar 31 2014
Hsing cuhk talk wireless 5_g_why-how-what_mar 31 2014Hsing cuhk talk wireless 5_g_why-how-what_mar 31 2014
Hsing cuhk talk wireless 5_g_why-how-what_mar 31 2014HarshitParkar6677
 
Part 2: Efficient Multimedia Delivery in Content-Centric Mobile Networks
Part 2: Efficient Multimedia Delivery in Content-Centric Mobile NetworksPart 2: Efficient Multimedia Delivery in Content-Centric Mobile Networks
Part 2: Efficient Multimedia Delivery in Content-Centric Mobile NetworksDr. Mahfuzur Rahman Bosunia
 
Future Mobile Telecommunication Networks Using Cloud Technologies
Future Mobile Telecommunication Networks Using Cloud TechnologiesFuture Mobile Telecommunication Networks Using Cloud Technologies
Future Mobile Telecommunication Networks Using Cloud TechnologiesTorsten Braun, Universität Bern
 
MOBILE CROWD SENSING RPL-BASED ROUTING PROTOCOL FOR SMART CITY
MOBILE CROWD SENSING RPL-BASED ROUTING PROTOCOL FOR SMART CITY MOBILE CROWD SENSING RPL-BASED ROUTING PROTOCOL FOR SMART CITY
MOBILE CROWD SENSING RPL-BASED ROUTING PROTOCOL FOR SMART CITY IJCNCJournal
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentIJERD Editor
 
Optimization and Evaluation of a Multimedia Streaming Service on Hybrid Telco...
Optimization and Evaluation of a Multimedia Streaming Service on Hybrid Telco...Optimization and Evaluation of a Multimedia Streaming Service on Hybrid Telco...
Optimization and Evaluation of a Multimedia Streaming Service on Hybrid Telco...ijccsa
 
A Cooperative Approach to Extend Cellular Coverage via D2D Architecture based...
A Cooperative Approach to Extend Cellular Coverage via D2D Architecture based...A Cooperative Approach to Extend Cellular Coverage via D2D Architecture based...
A Cooperative Approach to Extend Cellular Coverage via D2D Architecture based...IJCNCJournal
 
Project synopsis
Project synopsisProject synopsis
Project synopsisgirija12345
 
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5GNEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5Gijwmn
 
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5GNEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5Gijwmn
 
HYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRES
HYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRESHYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRES
HYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRESijcsit
 
Evaluating content-centric communication over power line communication infras...
Evaluating content-centric communication over power line communication infras...Evaluating content-centric communication over power line communication infras...
Evaluating content-centric communication over power line communication infras...Khaled Ben Driss
 
Architecture harmonization between cloud radio access network and fog network
Architecture harmonization between cloud radio access network and fog networkArchitecture harmonization between cloud radio access network and fog network
Architecture harmonization between cloud radio access network and fog networkredpel dot com
 
ENHANCED PROTOCOL FOR WIRELESS CONTENT-CENTRIC NETWORK
ENHANCED PROTOCOL FOR WIRELESS CONTENT-CENTRIC NETWORK ENHANCED PROTOCOL FOR WIRELESS CONTENT-CENTRIC NETWORK
ENHANCED PROTOCOL FOR WIRELESS CONTENT-CENTRIC NETWORK cscpconf
 
Enhanced Protocol for Wireless Content-Centric Network
Enhanced Protocol for Wireless Content-Centric Network Enhanced Protocol for Wireless Content-Centric Network
Enhanced Protocol for Wireless Content-Centric Network csandit
 
AN ENERGY-EFFICIENT AND SCALABLE SLOTBASED PRIVACY HOMOMORPHIC ENCRYPTION SCH...
AN ENERGY-EFFICIENT AND SCALABLE SLOTBASED PRIVACY HOMOMORPHIC ENCRYPTION SCH...AN ENERGY-EFFICIENT AND SCALABLE SLOTBASED PRIVACY HOMOMORPHIC ENCRYPTION SCH...
AN ENERGY-EFFICIENT AND SCALABLE SLOTBASED PRIVACY HOMOMORPHIC ENCRYPTION SCH...ijassn
 
A N E NERGY -E FFICIENT A ND S CALABLE S LOT - B ASED P RIVACY H OMOMOR...
A N  E NERGY -E FFICIENT  A ND  S CALABLE  S LOT - B ASED  P RIVACY  H OMOMOR...A N  E NERGY -E FFICIENT  A ND  S CALABLE  S LOT - B ASED  P RIVACY  H OMOMOR...
A N E NERGY -E FFICIENT A ND S CALABLE S LOT - B ASED P RIVACY H OMOMOR...ijassn
 

Similar to Content-Centric Networking in Opportunistic and Mobile Networks (20)

Hsing cuhk talk wireless 5_g_why-how-what_mar 31 2014
Hsing cuhk talk wireless 5_g_why-how-what_mar 31 2014Hsing cuhk talk wireless 5_g_why-how-what_mar 31 2014
Hsing cuhk talk wireless 5_g_why-how-what_mar 31 2014
 
Part 2: Efficient Multimedia Delivery in Content-Centric Mobile Networks
Part 2: Efficient Multimedia Delivery in Content-Centric Mobile NetworksPart 2: Efficient Multimedia Delivery in Content-Centric Mobile Networks
Part 2: Efficient Multimedia Delivery in Content-Centric Mobile Networks
 
Future Mobile Telecommunication Networks Using Cloud Technologies
Future Mobile Telecommunication Networks Using Cloud TechnologiesFuture Mobile Telecommunication Networks Using Cloud Technologies
Future Mobile Telecommunication Networks Using Cloud Technologies
 
MOBILE CROWD SENSING RPL-BASED ROUTING PROTOCOL FOR SMART CITY
MOBILE CROWD SENSING RPL-BASED ROUTING PROTOCOL FOR SMART CITY MOBILE CROWD SENSING RPL-BASED ROUTING PROTOCOL FOR SMART CITY
MOBILE CROWD SENSING RPL-BASED ROUTING PROTOCOL FOR SMART CITY
 
International Journal of Engineering Research and Development
International Journal of Engineering Research and DevelopmentInternational Journal of Engineering Research and Development
International Journal of Engineering Research and Development
 
H1075460
H1075460H1075460
H1075460
 
Optimization and Evaluation of a Multimedia Streaming Service on Hybrid Telco...
Optimization and Evaluation of a Multimedia Streaming Service on Hybrid Telco...Optimization and Evaluation of a Multimedia Streaming Service on Hybrid Telco...
Optimization and Evaluation of a Multimedia Streaming Service on Hybrid Telco...
 
Cloud ppt
Cloud pptCloud ppt
Cloud ppt
 
A Cooperative Approach to Extend Cellular Coverage via D2D Architecture based...
A Cooperative Approach to Extend Cellular Coverage via D2D Architecture based...A Cooperative Approach to Extend Cellular Coverage via D2D Architecture based...
A Cooperative Approach to Extend Cellular Coverage via D2D Architecture based...
 
Project synopsis
Project synopsisProject synopsis
Project synopsis
 
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5GNEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
 
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5GNEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
NEW TECHNOLOGY FOR MACHINE TO MACHINE COMMUNICATION IN SOFTNET TOWARDS 5G
 
HYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRES
HYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRESHYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRES
HYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRES
 
Evaluating content-centric communication over power line communication infras...
Evaluating content-centric communication over power line communication infras...Evaluating content-centric communication over power line communication infras...
Evaluating content-centric communication over power line communication infras...
 
Architecture harmonization between cloud radio access network and fog network
Architecture harmonization between cloud radio access network and fog networkArchitecture harmonization between cloud radio access network and fog network
Architecture harmonization between cloud radio access network and fog network
 
ENHANCED PROTOCOL FOR WIRELESS CONTENT-CENTRIC NETWORK
ENHANCED PROTOCOL FOR WIRELESS CONTENT-CENTRIC NETWORK ENHANCED PROTOCOL FOR WIRELESS CONTENT-CENTRIC NETWORK
ENHANCED PROTOCOL FOR WIRELESS CONTENT-CENTRIC NETWORK
 
Enhanced Protocol for Wireless Content-Centric Network
Enhanced Protocol for Wireless Content-Centric Network Enhanced Protocol for Wireless Content-Centric Network
Enhanced Protocol for Wireless Content-Centric Network
 
Et24912915
Et24912915Et24912915
Et24912915
 
AN ENERGY-EFFICIENT AND SCALABLE SLOTBASED PRIVACY HOMOMORPHIC ENCRYPTION SCH...
AN ENERGY-EFFICIENT AND SCALABLE SLOTBASED PRIVACY HOMOMORPHIC ENCRYPTION SCH...AN ENERGY-EFFICIENT AND SCALABLE SLOTBASED PRIVACY HOMOMORPHIC ENCRYPTION SCH...
AN ENERGY-EFFICIENT AND SCALABLE SLOTBASED PRIVACY HOMOMORPHIC ENCRYPTION SCH...
 
A N E NERGY -E FFICIENT A ND S CALABLE S LOT - B ASED P RIVACY H OMOMOR...
A N  E NERGY -E FFICIENT  A ND  S CALABLE  S LOT - B ASED  P RIVACY  H OMOMOR...A N  E NERGY -E FFICIENT  A ND  S CALABLE  S LOT - B ASED  P RIVACY  H OMOMOR...
A N E NERGY -E FFICIENT A ND S CALABLE S LOT - B ASED P RIVACY H OMOMOR...
 

More from Torsten Braun, Universität Bern

Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...Torsten Braun, Universität Bern
 
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...Torsten Braun, Universität Bern
 
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...Torsten Braun, Universität Bern
 
Reliable and Energy-Efficient Communication in Wireless Sensor Networks
Reliable and Energy-Efficient Communication in Wireless Sensor NetworksReliable and Energy-Efficient Communication in Wireless Sensor Networks
Reliable and Energy-Efficient Communication in Wireless Sensor NetworksTorsten Braun, Universität Bern
 
Topology Control and Mobility Strategy for UAV Ad-hoc Networks
Topology Control and Mobility Strategy for UAV Ad-hoc NetworksTopology Control and Mobility Strategy for UAV Ad-hoc Networks
Topology Control and Mobility Strategy for UAV Ad-hoc NetworksTorsten Braun, Universität Bern
 
Content-Centric Networking in Delay/Disruption-Tolerant Networks
Content-Centric Networking in Delay/Disruption-Tolerant NetworksContent-Centric Networking in Delay/Disruption-Tolerant Networks
Content-Centric Networking in Delay/Disruption-Tolerant NetworksTorsten Braun, Universität Bern
 
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...Torsten Braun, Universität Bern
 
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor NetworksOn Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor NetworksTorsten Braun, Universität Bern
 
TCP Performance Optimizations for Wireless Sensor Networks
TCP Performance Optimizations forWireless Sensor NetworksTCP Performance Optimizations forWireless Sensor Networks
TCP Performance Optimizations for Wireless Sensor NetworksTorsten Braun, Universität Bern
 
Development and Evaluation of Energy-Efficient and Adaptive Protocols for Wi...
Development and Evaluation of Energy-Efficient and Adaptive Protocolsfor Wi...Development and Evaluation of Energy-Efficient and Adaptive Protocolsfor Wi...
Development and Evaluation of Energy-Efficient and Adaptive Protocols for Wi...Torsten Braun, Universität Bern
 

More from Torsten Braun, Universität Bern (17)

Internet of Things and Future Internet
Internet of Things and Future InternetInternet of Things and Future Internet
Internet of Things and Future Internet
 
Collaborations with U Coimbra and BME
Collaborations with U Coimbra and BMECollaborations with U Coimbra and BME
Collaborations with U Coimbra and BME
 
Real-World Energy Measurements of a Wireless Mesh Network
Real-World Energy Measurements of a Wireless Mesh NetworkReal-World Energy Measurements of a Wireless Mesh Network
Real-World Energy Measurements of a Wireless Mesh Network
 
Ic0906 wi-uav UAVNet
Ic0906 wi-uav UAVNetIc0906 wi-uav UAVNet
Ic0906 wi-uav UAVNet
 
Die Evolution des Internet
Die Evolution des InternetDie Evolution des Internet
Die Evolution des Internet
 
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
Performance Evaluation of Opportunistic Routing Protocols: A Framework-based ...
 
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
A4-Mesh: Authentication, Authorization, Accounting, and Auditing in Wireless...
 
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
Wmich 2012Reliable and Energy-Efficient Communication in Wireless Sensor Netw...
 
Reliable and Energy-Efficient Communication in Wireless Sensor Networks
Reliable and Energy-Efficient Communication in Wireless Sensor NetworksReliable and Energy-Efficient Communication in Wireless Sensor Networks
Reliable and Energy-Efficient Communication in Wireless Sensor Networks
 
Topology Control and Mobility Strategy for UAV Ad-hoc Networks
Topology Control and Mobility Strategy for UAV Ad-hoc NetworksTopology Control and Mobility Strategy for UAV Ad-hoc Networks
Topology Control and Mobility Strategy for UAV Ad-hoc Networks
 
Content-Centric Networking in Delay/Disruption-Tolerant Networks
Content-Centric Networking in Delay/Disruption-Tolerant NetworksContent-Centric Networking in Delay/Disruption-Tolerant Networks
Content-Centric Networking in Delay/Disruption-Tolerant Networks
 
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
A smart Multi-hop hierarchical routing protocol for Efficient VIdeo communica...
 
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor NetworksOn Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
On Hardware and Software Approaches to Monitor Wireless Mesh and Sensor Networks
 
Research Challenges in Networked Systems
Research Challenges in Networked SystemsResearch Challenges in Networked Systems
Research Challenges in Networked Systems
 
TCP Performance Optimizations for Wireless Sensor Networks
TCP Performance Optimizations forWireless Sensor NetworksTCP Performance Optimizations forWireless Sensor Networks
TCP Performance Optimizations for Wireless Sensor Networks
 
Development and Evaluation of Energy-Efficient and Adaptive Protocols for Wi...
Development and Evaluation of Energy-Efficient and Adaptive Protocolsfor Wi...Development and Evaluation of Energy-Efficient and Adaptive Protocolsfor Wi...
Development and Evaluation of Energy-Efficient and Adaptive Protocols for Wi...
 
Soziale Netze – Einsatzmöglichkeiten der Zukunft
Soziale Netze – Einsatzmöglichkeiten der ZukunftSoziale Netze – Einsatzmöglichkeiten der Zukunft
Soziale Netze – Einsatzmöglichkeiten der Zukunft
 

Recently uploaded

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
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
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
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
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
 
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
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 

Recently uploaded (20)

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
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
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
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
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
 
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
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 

Content-Centric Networking in Opportunistic and Mobile Networks

  • 1. Alcatel-Lucent Bell Labs Holmdel Content-Centric Networking in Opportunistic and Mobile Networks Torsten Braun, Universität Bern, Switzerland braun@iam.unibe.ch, cds.unibe.ch contributions from Carlos Anastasiades, Elham Cheriki, Tobias Schmid, Vasilios Siris, Alexander Striffeler, Jürg Weber
  • 2. Overview > Introduction — Current Research projects — Content-Centric Networking (CCN) — Service-Centric Networking (SCN) > CCN and Opportunistic Networks — Overhearing — Resume Operation — Pipelining — Multicast — Delegation Service > CCN and Network Coding > CCN and Mobility > EU FP7 Integrated Project: mobile-cloud-networking.eu — Mobile Cloud Network (MCN) Architecture — Micro / Macro Data Centres and Virtual Mobile Networks — Follow-Me Cloud > Conclusions Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 2
  • 3. CDS Research Projects Regensdorf, November 30, 2011 Torsten Braun: Computer Networks and Distributed Systems Research 3 Wireless Networks Cloud Computing Content-Centric Networks Service-Centric Networking Mobile Cloud Networking Enhanced Mobile Communication with Content-Centric Networks Integral Indoor 3D Guidance and Access-Control System (In3DGuide) Swiss Academic Compute Cloud
  • 4. Content-Centric Networking (CCN) > Messages — Interest: content name, selector — Data: content name, signature (info), data > Hierarchical content names — Example: /unibe.ch/braun/lecture/os/20130521 > Related Projects — NDN = Named Data Networking, www.named-data.net — CCNx = Open Source Core Software Project for Content-Centric Networking, www.ccnx.org Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 4
  • 5. Service-Centric Networking (SCN) > Service-Centric Networking — Extension of content-centric networking to support services — Object names for both services (functions) and content (data), e.g., – /youtube.com/rendering – /unibe.ch/braun/lecture/os/20130521 — Service request (response) in Interest (Data) message > Examples Services — Cloud computing – find/call cloud services (computation, storage) – deploy cloud services – support caching of data stored in the cloud — Web services — Continuous multimedia retrieval and streaming services, — Event services, e.g., exceeding sensor/stock data thresholds — In-network services, e.g., aggregation and filtering of (sensor) data T. Braun, V. Hilt, M. Hofmann, I. Rimac, M. Steiner, M. Varvello: Service-Centric Networking, IEEE International Conference on Communications Workshops (ICC), pp.1-6, Kyoto, 5-9 June 2011 Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 5
  • 6. Service-Centric Network Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 6 Service request/response SCN router SCN network
  • 7. SCN Prototype Evaluation Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 7 user1 ccnd1 client1 user2 ccnd2 client2 ccndr conversion service & repository CCN router ccndp publisher 1/8 2/7 11/12 3 5 6 4 13/14 18/19 10 15 9 16 17/20 186 31 4 0 50 100 150 200 1-8 9-16 17-20 time [s] 1-8: Client 1 retrieves bit map image (36 MB) 9-16: Client 2 retrieves JPEG image (6 MB) 17-20: Client 1 retrieves JPEG image Torsten Braun, Andreas Mauthe, Vasilios Siris: Service-Centric Networking Extensions, 28th ACM Symposium on Applied Computing, Coimbra, Portugal, March 18 - 22, 2013
  • 8. CCN and Opportunistic Networks > CCN and Opportunistic Networks seem to be a good match. — No beaconing required to learn about neighbor nodes — No need for neighbour lists — Exploitation of broadcast property of wireless media: → single Interest to many neighbor nodes > Reduced delay and network load due to possible caching > Issue: Short node encounters require — Efficient data transfer – Overhearing broadcast transmissions – Pipelining — Resume operations to handle disruptions Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 8 Encounter
  • 9. Overhearing Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 9 2 1 3 4Interest Data
  • 10. File Exchange in Opportunistic Networks > Problems: — File exchange might not be completed during short encounter. — Caches do not store data persistently > Solution: — Partial file download and resume operation (supported by meta data per file) Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 10 Name of Content Object Version of Content Object Next Segment File Position Publisher’s public key digest Expiration time
  • 11. Resume Operation Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 11
  • 12. Evaluation of Resume Operation > Scenario: — 1 source and 1 consumer — 1 disruption after a certain amount of exchanged data > Evaluation of transfer time for a 5 MB file with PCEngines ALIX wireless mesh nodes and different data message sizes Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 12
  • 13. Pipelining > Pipelining to support fast file exchange > TCP-like control of pipeline sizes — Slow start and exponential increase of concurrent Interest messages > MAC layer unicast: Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 13
  • 14. Multicast Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 14 > Problems by MAC layer multicast — No MAC layer ACKs / retransmissions — Interest retransmissions
  • 15. Energy Consumption > Energy consumption measurements in a 3 wireless mesh node scenario with multicast using digital multi-meter > Energy consumption for a 5 MB file transfer Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 15
  • 16. Delegation Service Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 16
  • 17. Network Coding and CCN > Regular case: — 4 Interests + 4 Data messages > Network Coding: — 3 Interests + 3 Data messages > Problem: Naming > Proposal: Encapsulation Alexander Striffeler: Network Coding in mobile CCN, Bachelor Thesis at Universität Bern Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 17 Interest A Interest B Interest A B Data A Data B Data A B
  • 18. Network Coding of CCN Data Messages Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 18
  • 19. CCN and Mobility > CCN inherently support receiver mobility ! > Problem: Source Mobility — Finding a source’s location at the beginning of and when source is moving during communication. > Solutions (for general Information-Centric Networking approaches) — Routing-based approaches – (Proactive) updating of routing tables in case of moving sources → issues on scalability and convergence — Indirection – (Home) agent forwards all Content Requests to mobile source, cf. Mobile IP. → location-based identifiers, cf. location/identity separation. — Resolution – Receiver requests location-based identifier for a content name in a Content Request. – Approach adds resolution phase and requires resolution entities in visited networks. > Conclusions and Suggestions — Both content names and locators might be needed to efficiently support CCN source mobility. — Flexible use of content names / locators, possibly using late binding Vasilios Siris, Torsten Braun et al.: Content-Centric Networking Architectures for Moving Objects, COST Action IC0906, STSM Report, 2012, http://cost-winemo.org/ Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 19
  • 20. EU FP7 Integrated Project: mobile-cloud-networking.eu > Integration of — Radio Access Network — Mobile Core Network — Data Centre (computing, storage, applications) into (decentralized) cloud computing infrastructure (management!) > Advantages: elasticity, costs, performance, e.g., by exploitation of user location for service provisioning → Follow Me Cloud Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 20
  • 21. Mobile Cloud Network (MCN) Architecture Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 21
  • 22. Micro / Macro Data Centres and Virtual Mobile Networks Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 22
  • 23. Follow-Me Cloud Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 23
  • 24. Conclusions and Outlook > Conclusions — CCN has benefits in wireless / opportunistic networks — Services can be supported by CCN — CCN supports receiver mobility, but source mobility is an issue. > Outlook — MCN investigates CCN for caching of mobile users’ cloud data — SNSF project on SCN: service naming, routing, and management Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 24
  • 25. Thank You for Your Attention ! > braun@iam.unibe.ch > http://cds.unibe.ch > http://www.slideshare.net/torstenbraun Holmdel, 23.05.2013 Torsten Braun: Content-Centric Networking in Opportunistic and Mobile Networks 25