SlideShare a Scribd company logo
Subhasis Thakur and John Breslin
Data Science Institute
National University of Ireland Galway
A balanced routing
algorithm for blockchain
offline channels using
flocking
-
- SFI Research Centre
- Precision pasture-based
dairying (agtech)
- Blockchain applications
in the dairy supply chain
2
Scalability problem
3
Offline channels
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
Load balancing
problem in the
Lightning Network
20
Privacy-preserved
load balancing
problem
How can we ensure uniform
usage of channels without
revealing channel balances?
Flocking-based routing21
https://commons.wikimedia.org/wiki/File:S
ort_sol_pdfnet2.jpg (Public Domain)
Step 1: Convert channels to nodes of a network
Step 2: Assign coordinates to each channel
22
(Vj
,Vb
)
Flocking of channels
1. A set of channels
moves away from each
other if used in a PBT
2. The set of mirrored
channels moves close
to each other
23
24
Flocking of channels
Zone of Repulsion
Zone of Alignment
Zone of Attraction
Angle of the channel
Coordinate of each channel
is in positive numbers
Hence, the angle of each
channel is in the range
[0,90]
25
Coordinate updating
26
Angle1
= 180 degrees + mean angle of the channels in the
repulsion zone (opposite of channels in the repulsion zone)
Angle2
= Mean angle of the channels in the alignment zone
Xi
= Xi
+ 0.2(Cos(Angle1
) + Cos(Angle2
))
Yi
= Yi
+ 0.2(Sin(Angle1
) + Sin(Angle2
))
Routing protocol
27
● Updated coordinates are regularly announced
● Routing as per the shortest path
28
Bitcoin Lightning Network
Data used = three subgraphs of BLN
# of
nodes
Average
degree
Average
channel
balance
(simu-
lated)
Average
PBT
value
(simu-
lated)
400,
600,
800
11 7 0.5
Network with 400
nodes
The standard deviation of
channels remain low for
balanced routing
29
Network with 600
nodes
The standard deviation of
channels remain low for
balanced routing
30
Network with 800
nodes
The standard deviation of
channels remain low for
balanced routing
31
The number of completed
PBTs for balanced routing
is higher than the same for
shortest path routing
Average path length for
PBTs is lower for balanced
routing
32
33
Thank you:
any questions?
subhasis.thakur@nuigalway.ie
john.breslin@nuigalway.ie

More Related Content

What's hot

Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...
IISTech2015
 
Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...
LogicMindtech Nologies
 
Defining public transport routes for tod 8 october 2013 daisy dwango
Defining public transport routes for tod 8 october 2013 daisy dwangoDefining public transport routes for tod 8 october 2013 daisy dwango
Defining public transport routes for tod 8 october 2013 daisy dwango
ReaVaya_KM
 
Vermont Power Import Alternatives
Vermont Power Import AlternativesVermont Power Import Alternatives
Vermont Power Import Alternatives
VelcoVT
 
Adding capacity on the Steel Railway - Railway Gazette International
Adding capacity on the Steel Railway - Railway Gazette InternationalAdding capacity on the Steel Railway - Railway Gazette International
Adding capacity on the Steel Railway - Railway Gazette International
MRS Logística
 
Cooperative load balancing and dynamic
Cooperative load balancing and dynamicCooperative load balancing and dynamic
Cooperative load balancing and dynamic
ranjith kumar
 
Mta impact analysis
Mta impact analysisMta impact analysis
Mta impact analysis
Shivam Pathak
 
Using Workbench & FME Server to Validate Storm Water Network Collection
Using Workbench & FME Server to Validate Storm Water Network CollectionUsing Workbench & FME Server to Validate Storm Water Network Collection
Using Workbench & FME Server to Validate Storm Water Network Collection
Safe Software
 
Key findings from the Baltic Scope project on preconditions for building cohe...
Key findings from the Baltic Scope project on preconditions for building cohe...Key findings from the Baltic Scope project on preconditions for building cohe...
Key findings from the Baltic Scope project on preconditions for building cohe...
Pan Baltic Scope / Baltic SCOPE
 
Mta impact analysis1
Mta impact analysis1Mta impact analysis1
Mta impact analysis1
Shivam Pathak
 
Sky x Technology (Pranav)
Sky  x Technology (Pranav)Sky  x Technology (Pranav)
Sky x Technology (Pranav)
प्रणव भारती
 
Creating a Hydrological Network for the Yukon Territory
Creating a Hydrological Network for the Yukon TerritoryCreating a Hydrological Network for the Yukon Territory
Creating a Hydrological Network for the Yukon Territory
Safe Software
 

What's hot (12)

Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...
 
Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...Cooperative load balancing and dynamic channel allocation for cluster based m...
Cooperative load balancing and dynamic channel allocation for cluster based m...
 
Defining public transport routes for tod 8 october 2013 daisy dwango
Defining public transport routes for tod 8 october 2013 daisy dwangoDefining public transport routes for tod 8 october 2013 daisy dwango
Defining public transport routes for tod 8 october 2013 daisy dwango
 
Vermont Power Import Alternatives
Vermont Power Import AlternativesVermont Power Import Alternatives
Vermont Power Import Alternatives
 
Adding capacity on the Steel Railway - Railway Gazette International
Adding capacity on the Steel Railway - Railway Gazette InternationalAdding capacity on the Steel Railway - Railway Gazette International
Adding capacity on the Steel Railway - Railway Gazette International
 
Cooperative load balancing and dynamic
Cooperative load balancing and dynamicCooperative load balancing and dynamic
Cooperative load balancing and dynamic
 
Mta impact analysis
Mta impact analysisMta impact analysis
Mta impact analysis
 
Using Workbench & FME Server to Validate Storm Water Network Collection
Using Workbench & FME Server to Validate Storm Water Network CollectionUsing Workbench & FME Server to Validate Storm Water Network Collection
Using Workbench & FME Server to Validate Storm Water Network Collection
 
Key findings from the Baltic Scope project on preconditions for building cohe...
Key findings from the Baltic Scope project on preconditions for building cohe...Key findings from the Baltic Scope project on preconditions for building cohe...
Key findings from the Baltic Scope project on preconditions for building cohe...
 
Mta impact analysis1
Mta impact analysis1Mta impact analysis1
Mta impact analysis1
 
Sky x Technology (Pranav)
Sky  x Technology (Pranav)Sky  x Technology (Pranav)
Sky x Technology (Pranav)
 
Creating a Hydrological Network for the Yukon Territory
Creating a Hydrological Network for the Yukon TerritoryCreating a Hydrological Network for the Yukon Territory
Creating a Hydrological Network for the Yukon Territory
 

Similar to A Balanced Routing Algorithm for Blockchain Offline Channels using Flocking

VTU 8TH SEM CSE ADHOC NETWORKS SOLVED PAPERS OF JUNE-2014 DEC-14 & JUNE-2015
VTU 8TH SEM CSE ADHOC NETWORKS SOLVED PAPERS OF JUNE-2014 DEC-14 & JUNE-2015VTU 8TH SEM CSE ADHOC NETWORKS SOLVED PAPERS OF JUNE-2014 DEC-14 & JUNE-2015
VTU 8TH SEM CSE ADHOC NETWORKS SOLVED PAPERS OF JUNE-2014 DEC-14 & JUNE-2015
vtunotesbysree
 
Inspecting Vanet for Determined Ways with Watertight Connectivity
Inspecting Vanet for Determined Ways with Watertight ConnectivityInspecting Vanet for Determined Ways with Watertight Connectivity
Inspecting Vanet for Determined Ways with Watertight Connectivity
iosrjce
 
I017616468
I017616468I017616468
I017616468
IOSR Journals
 
Ijetcas14 572
Ijetcas14 572Ijetcas14 572
Ijetcas14 572
Iasir Journals
 
QoS based Admission Control using Multipath Scheduler for IP over Satellite N...
QoS based Admission Control using Multipath Scheduler for IP over Satellite N...QoS based Admission Control using Multipath Scheduler for IP over Satellite N...
QoS based Admission Control using Multipath Scheduler for IP over Satellite N...
IJECEIAES
 
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh NetworkModified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
IRJET Journal
 
Project synopsis
Project synopsisProject synopsis
Project synopsis
girija12345
 
40520130101003
4052013010100340520130101003
40520130101003
IAEME Publication
 
Dynamic Manycasting in Optical Split-Incapable WDM Networksf
Dynamic Manycasting in Optical Split-Incapable WDM NetworksfDynamic Manycasting in Optical Split-Incapable WDM Networksf
Dynamic Manycasting in Optical Split-Incapable WDM Networksf
AlyciaGold776
 
V.KARTHIKEYAN PUBLISHED ARTICLE AA
V.KARTHIKEYAN PUBLISHED ARTICLE AAV.KARTHIKEYAN PUBLISHED ARTICLE AA
V.KARTHIKEYAN PUBLISHED ARTICLE AA
KARTHIKEYAN V
 
Quadrant Based DIR in CWin Adaptation Mechanism for Multihop Wireless Network
Quadrant Based DIR in CWin Adaptation Mechanism for Multihop Wireless NetworkQuadrant Based DIR in CWin Adaptation Mechanism for Multihop Wireless Network
Quadrant Based DIR in CWin Adaptation Mechanism for Multihop Wireless Network
IJCI JOURNAL
 
Impact of Electric Vehicle Integration on Grid
Impact of Electric Vehicle Integration on GridImpact of Electric Vehicle Integration on Grid
Impact of Electric Vehicle Integration on Grid
vivatechijri
 
4..[26 36]signal strength based congestion control in manet
4..[26 36]signal strength based congestion control in manet4..[26 36]signal strength based congestion control in manet
4..[26 36]signal strength based congestion control in manet
Alexander Decker
 
11.signal strength based congestion control in manet
11.signal strength based congestion control in manet11.signal strength based congestion control in manet
11.signal strength based congestion control in manet
Alexander Decker
 
Investigating the effects of the common control channel challenge in multicha...
Investigating the effects of the common control channel challenge in multicha...Investigating the effects of the common control channel challenge in multicha...
Investigating the effects of the common control channel challenge in multicha...
IJNSA Journal
 
ACHIEVING ENHANCED THROUGHPUT IN MOBILE ADHOC NETWORK USING COLLISION AWARE M...
ACHIEVING ENHANCED THROUGHPUT IN MOBILE ADHOC NETWORK USING COLLISION AWARE M...ACHIEVING ENHANCED THROUGHPUT IN MOBILE ADHOC NETWORK USING COLLISION AWARE M...
ACHIEVING ENHANCED THROUGHPUT IN MOBILE ADHOC NETWORK USING COLLISION AWARE M...
ijasuc
 
DATA TRANSPARENT AUTHENTICATION USING QOD IN HYBRID NETWORKS
DATA TRANSPARENT AUTHENTICATION USING QOD IN HYBRID NETWORKSDATA TRANSPARENT AUTHENTICATION USING QOD IN HYBRID NETWORKS
DATA TRANSPARENT AUTHENTICATION USING QOD IN HYBRID NETWORKS
Editor IJMTER
 
INVESTIGATING THE EFFECTS OF THE COMMON CONTROL CHANNEL CHALLENGE IN MULTICHA...
INVESTIGATING THE EFFECTS OF THE COMMON CONTROL CHANNEL CHALLENGE IN MULTICHA...INVESTIGATING THE EFFECTS OF THE COMMON CONTROL CHANNEL CHALLENGE IN MULTICHA...
INVESTIGATING THE EFFECTS OF THE COMMON CONTROL CHANNEL CHALLENGE IN MULTICHA...
IJNSA Journal
 
Distributed contention based mac protocol for cognitive radio
Distributed contention based mac protocol for cognitive radioDistributed contention based mac protocol for cognitive radio
Distributed contention based mac protocol for cognitive radio
Iffat Anjum
 
Ijetcas14 357
Ijetcas14 357Ijetcas14 357
Ijetcas14 357
Iasir Journals
 

Similar to A Balanced Routing Algorithm for Blockchain Offline Channels using Flocking (20)

VTU 8TH SEM CSE ADHOC NETWORKS SOLVED PAPERS OF JUNE-2014 DEC-14 & JUNE-2015
VTU 8TH SEM CSE ADHOC NETWORKS SOLVED PAPERS OF JUNE-2014 DEC-14 & JUNE-2015VTU 8TH SEM CSE ADHOC NETWORKS SOLVED PAPERS OF JUNE-2014 DEC-14 & JUNE-2015
VTU 8TH SEM CSE ADHOC NETWORKS SOLVED PAPERS OF JUNE-2014 DEC-14 & JUNE-2015
 
Inspecting Vanet for Determined Ways with Watertight Connectivity
Inspecting Vanet for Determined Ways with Watertight ConnectivityInspecting Vanet for Determined Ways with Watertight Connectivity
Inspecting Vanet for Determined Ways with Watertight Connectivity
 
I017616468
I017616468I017616468
I017616468
 
Ijetcas14 572
Ijetcas14 572Ijetcas14 572
Ijetcas14 572
 
QoS based Admission Control using Multipath Scheduler for IP over Satellite N...
QoS based Admission Control using Multipath Scheduler for IP over Satellite N...QoS based Admission Control using Multipath Scheduler for IP over Satellite N...
QoS based Admission Control using Multipath Scheduler for IP over Satellite N...
 
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh NetworkModified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
Modified PREQ in HWMP for Congestion Avoidance in Wireless Mesh Network
 
Project synopsis
Project synopsisProject synopsis
Project synopsis
 
40520130101003
4052013010100340520130101003
40520130101003
 
Dynamic Manycasting in Optical Split-Incapable WDM Networksf
Dynamic Manycasting in Optical Split-Incapable WDM NetworksfDynamic Manycasting in Optical Split-Incapable WDM Networksf
Dynamic Manycasting in Optical Split-Incapable WDM Networksf
 
V.KARTHIKEYAN PUBLISHED ARTICLE AA
V.KARTHIKEYAN PUBLISHED ARTICLE AAV.KARTHIKEYAN PUBLISHED ARTICLE AA
V.KARTHIKEYAN PUBLISHED ARTICLE AA
 
Quadrant Based DIR in CWin Adaptation Mechanism for Multihop Wireless Network
Quadrant Based DIR in CWin Adaptation Mechanism for Multihop Wireless NetworkQuadrant Based DIR in CWin Adaptation Mechanism for Multihop Wireless Network
Quadrant Based DIR in CWin Adaptation Mechanism for Multihop Wireless Network
 
Impact of Electric Vehicle Integration on Grid
Impact of Electric Vehicle Integration on GridImpact of Electric Vehicle Integration on Grid
Impact of Electric Vehicle Integration on Grid
 
4..[26 36]signal strength based congestion control in manet
4..[26 36]signal strength based congestion control in manet4..[26 36]signal strength based congestion control in manet
4..[26 36]signal strength based congestion control in manet
 
11.signal strength based congestion control in manet
11.signal strength based congestion control in manet11.signal strength based congestion control in manet
11.signal strength based congestion control in manet
 
Investigating the effects of the common control channel challenge in multicha...
Investigating the effects of the common control channel challenge in multicha...Investigating the effects of the common control channel challenge in multicha...
Investigating the effects of the common control channel challenge in multicha...
 
ACHIEVING ENHANCED THROUGHPUT IN MOBILE ADHOC NETWORK USING COLLISION AWARE M...
ACHIEVING ENHANCED THROUGHPUT IN MOBILE ADHOC NETWORK USING COLLISION AWARE M...ACHIEVING ENHANCED THROUGHPUT IN MOBILE ADHOC NETWORK USING COLLISION AWARE M...
ACHIEVING ENHANCED THROUGHPUT IN MOBILE ADHOC NETWORK USING COLLISION AWARE M...
 
DATA TRANSPARENT AUTHENTICATION USING QOD IN HYBRID NETWORKS
DATA TRANSPARENT AUTHENTICATION USING QOD IN HYBRID NETWORKSDATA TRANSPARENT AUTHENTICATION USING QOD IN HYBRID NETWORKS
DATA TRANSPARENT AUTHENTICATION USING QOD IN HYBRID NETWORKS
 
INVESTIGATING THE EFFECTS OF THE COMMON CONTROL CHANNEL CHALLENGE IN MULTICHA...
INVESTIGATING THE EFFECTS OF THE COMMON CONTROL CHANNEL CHALLENGE IN MULTICHA...INVESTIGATING THE EFFECTS OF THE COMMON CONTROL CHANNEL CHALLENGE IN MULTICHA...
INVESTIGATING THE EFFECTS OF THE COMMON CONTROL CHANNEL CHALLENGE IN MULTICHA...
 
Distributed contention based mac protocol for cognitive radio
Distributed contention based mac protocol for cognitive radioDistributed contention based mac protocol for cognitive radio
Distributed contention based mac protocol for cognitive radio
 
Ijetcas14 357
Ijetcas14 357Ijetcas14 357
Ijetcas14 357
 

More from John Breslin

Ireland: Island of Innovation and Entrepreneurship
Ireland: Island of Innovation and EntrepreneurshipIreland: Island of Innovation and Entrepreneurship
Ireland: Island of Innovation and Entrepreneurship
John Breslin
 
Old Ireland in Colour
Old Ireland in ColourOld Ireland in Colour
Old Ireland in Colour
John Breslin
 
Collusion Attack from Hubs in the Blockchain Offline Channel Network
Collusion Attack from Hubs in the Blockchain Offline Channel NetworkCollusion Attack from Hubs in the Blockchain Offline Channel Network
Collusion Attack from Hubs in the Blockchain Offline Channel Network
John Breslin
 
Collaborative Leadership to Increase the Northern & Western Region’s Innovati...
Collaborative Leadership to Increase the Northern & Western Region’s Innovati...Collaborative Leadership to Increase the Northern & Western Region’s Innovati...
Collaborative Leadership to Increase the Northern & Western Region’s Innovati...
John Breslin
 
TRICS: Teaching Researchers and Innovators how to Create Startups
TRICS: Teaching Researchers and Innovators how to Create StartupsTRICS: Teaching Researchers and Innovators how to Create Startups
TRICS: Teaching Researchers and Innovators how to Create Startups
John Breslin
 
Entrepreneurship is in Our DNA
Entrepreneurship is in Our DNAEntrepreneurship is in Our DNA
Entrepreneurship is in Our DNA
John Breslin
 
Galway City Innovation District
Galway City Innovation DistrictGalway City Innovation District
Galway City Innovation District
John Breslin
 
Innovation Districts and Innovation Hubs
Innovation Districts and Innovation HubsInnovation Districts and Innovation Hubs
Innovation Districts and Innovation Hubs
John Breslin
 
Disciplined mHealth Entrepreneurship
Disciplined mHealth EntrepreneurshipDisciplined mHealth Entrepreneurship
Disciplined mHealth Entrepreneurship
John Breslin
 
Searching for Startups
Searching for StartupsSearching for Startups
Searching for Startups
John Breslin
 
Intellectual Property: Protecting Ideas, Designs and Brands in the Real World...
Intellectual Property: Protecting Ideas, Designs and Brands in the Real World...Intellectual Property: Protecting Ideas, Designs and Brands in the Real World...
Intellectual Property: Protecting Ideas, Designs and Brands in the Real World...
John Breslin
 
Innovation and Entrepreneurship: Tips, Tools and Tricks
Innovation and Entrepreneurship: Tips, Tools and TricksInnovation and Entrepreneurship: Tips, Tools and Tricks
Innovation and Entrepreneurship: Tips, Tools and Tricks
John Breslin
 
Growing Galway's Startup Community
Growing Galway's Startup CommunityGrowing Galway's Startup Community
Growing Galway's Startup Community
John Breslin
 
Startup Community: What Galway Can Do Next
Startup Community: What Galway Can Do NextStartup Community: What Galway Can Do Next
Startup Community: What Galway Can Do Next
John Breslin
 
Adding More Semantics to the Social Web
Adding More Semantics to the Social WebAdding More Semantics to the Social Web
Adding More Semantics to the Social Web
John Breslin
 
Communities and Tech: Build Which and What Will Come?
Communities and Tech: Build Which and What Will Come?Communities and Tech: Build Which and What Will Come?
Communities and Tech: Build Which and What Will Come?
John Breslin
 
Data Analytics and Industry-Academic Partnerships: An Irish Perspective
Data Analytics and Industry-Academic Partnerships: An Irish PerspectiveData Analytics and Industry-Academic Partnerships: An Irish Perspective
Data Analytics and Industry-Academic Partnerships: An Irish Perspective
John Breslin
 
“I Like” - Analysing Interactions within Social Networks to Assert the Trustw...
“I Like” - Analysing Interactions within Social Networks to Assert the Trustw...“I Like” - Analysing Interactions within Social Networks to Assert the Trustw...
“I Like” - Analysing Interactions within Social Networks to Assert the Trustw...
John Breslin
 
John Breslin at the Innovation Academy
John Breslin at the Innovation AcademyJohn Breslin at the Innovation Academy
John Breslin at the Innovation Academy
John Breslin
 
Engaging Citizens in Research and Innovation: Opportunities and Challenges Af...
Engaging Citizens in Research and Innovation: Opportunities and Challenges Af...Engaging Citizens in Research and Innovation: Opportunities and Challenges Af...
Engaging Citizens in Research and Innovation: Opportunities and Challenges Af...
John Breslin
 

More from John Breslin (20)

Ireland: Island of Innovation and Entrepreneurship
Ireland: Island of Innovation and EntrepreneurshipIreland: Island of Innovation and Entrepreneurship
Ireland: Island of Innovation and Entrepreneurship
 
Old Ireland in Colour
Old Ireland in ColourOld Ireland in Colour
Old Ireland in Colour
 
Collusion Attack from Hubs in the Blockchain Offline Channel Network
Collusion Attack from Hubs in the Blockchain Offline Channel NetworkCollusion Attack from Hubs in the Blockchain Offline Channel Network
Collusion Attack from Hubs in the Blockchain Offline Channel Network
 
Collaborative Leadership to Increase the Northern & Western Region’s Innovati...
Collaborative Leadership to Increase the Northern & Western Region’s Innovati...Collaborative Leadership to Increase the Northern & Western Region’s Innovati...
Collaborative Leadership to Increase the Northern & Western Region’s Innovati...
 
TRICS: Teaching Researchers and Innovators how to Create Startups
TRICS: Teaching Researchers and Innovators how to Create StartupsTRICS: Teaching Researchers and Innovators how to Create Startups
TRICS: Teaching Researchers and Innovators how to Create Startups
 
Entrepreneurship is in Our DNA
Entrepreneurship is in Our DNAEntrepreneurship is in Our DNA
Entrepreneurship is in Our DNA
 
Galway City Innovation District
Galway City Innovation DistrictGalway City Innovation District
Galway City Innovation District
 
Innovation Districts and Innovation Hubs
Innovation Districts and Innovation HubsInnovation Districts and Innovation Hubs
Innovation Districts and Innovation Hubs
 
Disciplined mHealth Entrepreneurship
Disciplined mHealth EntrepreneurshipDisciplined mHealth Entrepreneurship
Disciplined mHealth Entrepreneurship
 
Searching for Startups
Searching for StartupsSearching for Startups
Searching for Startups
 
Intellectual Property: Protecting Ideas, Designs and Brands in the Real World...
Intellectual Property: Protecting Ideas, Designs and Brands in the Real World...Intellectual Property: Protecting Ideas, Designs and Brands in the Real World...
Intellectual Property: Protecting Ideas, Designs and Brands in the Real World...
 
Innovation and Entrepreneurship: Tips, Tools and Tricks
Innovation and Entrepreneurship: Tips, Tools and TricksInnovation and Entrepreneurship: Tips, Tools and Tricks
Innovation and Entrepreneurship: Tips, Tools and Tricks
 
Growing Galway's Startup Community
Growing Galway's Startup CommunityGrowing Galway's Startup Community
Growing Galway's Startup Community
 
Startup Community: What Galway Can Do Next
Startup Community: What Galway Can Do NextStartup Community: What Galway Can Do Next
Startup Community: What Galway Can Do Next
 
Adding More Semantics to the Social Web
Adding More Semantics to the Social WebAdding More Semantics to the Social Web
Adding More Semantics to the Social Web
 
Communities and Tech: Build Which and What Will Come?
Communities and Tech: Build Which and What Will Come?Communities and Tech: Build Which and What Will Come?
Communities and Tech: Build Which and What Will Come?
 
Data Analytics and Industry-Academic Partnerships: An Irish Perspective
Data Analytics and Industry-Academic Partnerships: An Irish PerspectiveData Analytics and Industry-Academic Partnerships: An Irish Perspective
Data Analytics and Industry-Academic Partnerships: An Irish Perspective
 
“I Like” - Analysing Interactions within Social Networks to Assert the Trustw...
“I Like” - Analysing Interactions within Social Networks to Assert the Trustw...“I Like” - Analysing Interactions within Social Networks to Assert the Trustw...
“I Like” - Analysing Interactions within Social Networks to Assert the Trustw...
 
John Breslin at the Innovation Academy
John Breslin at the Innovation AcademyJohn Breslin at the Innovation Academy
John Breslin at the Innovation Academy
 
Engaging Citizens in Research and Innovation: Opportunities and Challenges Af...
Engaging Citizens in Research and Innovation: Opportunities and Challenges Af...Engaging Citizens in Research and Innovation: Opportunities and Challenges Af...
Engaging Citizens in Research and Innovation: Opportunities and Challenges Af...
 

Recently uploaded

Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Henry Hollis
 
Mule event processing models | MuleSoft Mysore Meetup #47
Mule event processing models | MuleSoft Mysore Meetup #47Mule event processing models | MuleSoft Mysore Meetup #47
Mule event processing models | MuleSoft Mysore Meetup #47
MysoreMuleSoftMeetup
 
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
National Information Standards Organization (NISO)
 
How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17
Celine George
 
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 InventoryHow to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
Celine George
 
Benner "Expanding Pathways to Publishing Careers"
Benner "Expanding Pathways to Publishing Careers"Benner "Expanding Pathways to Publishing Careers"
Benner "Expanding Pathways to Publishing Careers"
National Information Standards Organization (NISO)
 
HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.
deepaannamalai16
 
Leveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit InnovationLeveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit Innovation
TechSoup
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
Nguyen Thanh Tu Collection
 
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptxBIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
RidwanHassanYusuf
 
Stack Memory Organization of 8086 Microprocessor
Stack Memory Organization of 8086 MicroprocessorStack Memory Organization of 8086 Microprocessor
Stack Memory Organization of 8086 Microprocessor
JomonJoseph58
 
REASIGNACION 2024 UGEL CHUPACA 2024 UGEL CHUPACA.pdf
REASIGNACION 2024 UGEL CHUPACA 2024 UGEL CHUPACA.pdfREASIGNACION 2024 UGEL CHUPACA 2024 UGEL CHUPACA.pdf
REASIGNACION 2024 UGEL CHUPACA 2024 UGEL CHUPACA.pdf
giancarloi8888
 
Pharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brubPharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brub
danielkiash986
 
Chapter wise All Notes of First year Basic Civil Engineering.pptx
Chapter wise All Notes of First year Basic Civil Engineering.pptxChapter wise All Notes of First year Basic Civil Engineering.pptx
Chapter wise All Notes of First year Basic Civil Engineering.pptx
Denish Jangid
 
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
imrankhan141184
 
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDFLifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Vivekanand Anglo Vedic Academy
 
Standardized tool for Intelligence test.
Standardized tool for Intelligence test.Standardized tool for Intelligence test.
Standardized tool for Intelligence test.
deepaannamalai16
 
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
PECB
 
writing about opinions about Australia the movie
writing about opinions about Australia the moviewriting about opinions about Australia the movie
writing about opinions about Australia the movie
Nicholas Montgomery
 
How to deliver Powerpoint Presentations.pptx
How to deliver Powerpoint  Presentations.pptxHow to deliver Powerpoint  Presentations.pptx
How to deliver Powerpoint Presentations.pptx
HajraNaeem15
 

Recently uploaded (20)

Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.pptLevel 3 NCEA - NZ: A  Nation In the Making 1872 - 1900 SML.ppt
Level 3 NCEA - NZ: A Nation In the Making 1872 - 1900 SML.ppt
 
Mule event processing models | MuleSoft Mysore Meetup #47
Mule event processing models | MuleSoft Mysore Meetup #47Mule event processing models | MuleSoft Mysore Meetup #47
Mule event processing models | MuleSoft Mysore Meetup #47
 
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
Jemison, MacLaughlin, and Majumder "Broadening Pathways for Editors and Authors"
 
How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17How to Make a Field Mandatory in Odoo 17
How to Make a Field Mandatory in Odoo 17
 
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 InventoryHow to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
 
Benner "Expanding Pathways to Publishing Careers"
Benner "Expanding Pathways to Publishing Careers"Benner "Expanding Pathways to Publishing Careers"
Benner "Expanding Pathways to Publishing Careers"
 
HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.HYPERTENSION - SLIDE SHARE PRESENTATION.
HYPERTENSION - SLIDE SHARE PRESENTATION.
 
Leveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit InnovationLeveraging Generative AI to Drive Nonprofit Innovation
Leveraging Generative AI to Drive Nonprofit Innovation
 
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
 
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptxBIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
BIOLOGY NATIONAL EXAMINATION COUNCIL (NECO) 2024 PRACTICAL MANUAL.pptx
 
Stack Memory Organization of 8086 Microprocessor
Stack Memory Organization of 8086 MicroprocessorStack Memory Organization of 8086 Microprocessor
Stack Memory Organization of 8086 Microprocessor
 
REASIGNACION 2024 UGEL CHUPACA 2024 UGEL CHUPACA.pdf
REASIGNACION 2024 UGEL CHUPACA 2024 UGEL CHUPACA.pdfREASIGNACION 2024 UGEL CHUPACA 2024 UGEL CHUPACA.pdf
REASIGNACION 2024 UGEL CHUPACA 2024 UGEL CHUPACA.pdf
 
Pharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brubPharmaceutics Pharmaceuticals best of brub
Pharmaceutics Pharmaceuticals best of brub
 
Chapter wise All Notes of First year Basic Civil Engineering.pptx
Chapter wise All Notes of First year Basic Civil Engineering.pptxChapter wise All Notes of First year Basic Civil Engineering.pptx
Chapter wise All Notes of First year Basic Civil Engineering.pptx
 
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
Traditional Musical Instruments of Arunachal Pradesh and Uttar Pradesh - RAYH...
 
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDFLifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
Lifelines of National Economy chapter for Class 10 STUDY MATERIAL PDF
 
Standardized tool for Intelligence test.
Standardized tool for Intelligence test.Standardized tool for Intelligence test.
Standardized tool for Intelligence test.
 
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
ISO/IEC 27001, ISO/IEC 42001, and GDPR: Best Practices for Implementation and...
 
writing about opinions about Australia the movie
writing about opinions about Australia the moviewriting about opinions about Australia the movie
writing about opinions about Australia the movie
 
How to deliver Powerpoint Presentations.pptx
How to deliver Powerpoint  Presentations.pptxHow to deliver Powerpoint  Presentations.pptx
How to deliver Powerpoint Presentations.pptx
 

A Balanced Routing Algorithm for Blockchain Offline Channels using Flocking