SlideShare ist ein Scribd-Unternehmen logo
1 von 33
The Era of Telco 4.0:
Embracing Digital Transformation with Data in Motion
Kai Waehner
Field CTO
contact@kai-waehner.de
linkedin.com/in/kaiwaehner
@KaiWaehner
www.confluent.io
www.kai-waehner.de
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
1. The rise of Telco 4.0 and the future forward
2. Data in Motion in the Telco industry
3. Real-world Fintech and Payment examples powered by
Data in Motion
Agenda
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
1. The rise of Telco 4.0 and the future forward
2. Data in Motion in the Telco Industry
3. Real-world Fintech and Payment examples powered by
Data in Motion
Agenda
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Telco need to transform everything
“The biggest hurdle to
overcome with digital
transformation is to
understand that it isn’t just a
simple technology challenge
– it covers every part of the
telco business.”
https://www.huawei.com/en/about-huawei/publications/winwin-magazine/plus-intelligence/telco-digital-transformation
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
5G enables new business models
https://www.youtube.com/watch?v=A9DDe0alvGo
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
5G Network Slicing Use Cases
https://www.youtube.com/watch?v=A9DDe0alvGo
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
5G Success Criteria
https://medium.com/open-5g-hypercore/open-5g-hypercore-episode-i-166a89805c08
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Dish builds a Cloud-Based 5G Network
Greenfield standalone network with pure 5G and cloud native from the start, rather than retrofitting a 4G core
Combination of Dish’ OSS and BSS with AWS Local Zones / Outposts, Kubernetes, ML and 3rd party services
Free from the security limitations of traditional 2G, 3G and 4G technologies.
“As DISH deploys its network, the company is
partnering exclusively with vendors offering
cloud-native technology, bringing them
together on AWS to provide DISH customers
greater flexibility and control of their 5G-
enabled solutions.
As a new carrier, leveraging AWS and its
extensive network of partners enables us to
differentiate ourselves by operating our 5G
network with a high degree of automation.”
https://awsinsider.net/articles/2021/04/26/dish-taps-aws-for-its-5g-network.aspx
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Real-time Data beats Slow Data.
9
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
https://www2.deloitte.com/content/dam/Deloitte/it/Documents/technology-media-telecommunications/Next%20Gen%20Telco%20Architecture_2017_final.pdf
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
1. The rise of Telco 4.0 and the future forward
2. Data in Motion in the Telco Industry
3. Real-world Fintech and Payment examples powered by
Data in Motion
Agenda
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
This is a fundamental paradigm shift...
12
Infrastructure
as code
Data in motion
as continuous
streams of events
Future of the
datacenter
Future of data
Cloud
Event
Streaming
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Data in Motion in the Telco Industry
Your Business as Streams of Events, powered by Kafka
Continuous
Proactive Network
Monitoring
Incident
Management
Reporting
Data
Normalization
Middleware
Telemetry
Data
OSS
Infrastructure
Example
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Apache Kafka is the Platform for Data in Motion
MES
ERP
Sensors
Mobile
Customer 360
Real-time
Alerting System
Data
warehouse
Producers
Consumers
Streams and storage of real time events
Stream
processing
apps
Connectors
Connectors
Stream
processing
apps
Supplier
Alert
Forecast
Inventory Customer
Order
14
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
From purpose-built hardware to generic hardware and elastic scale
From monoliths to decoupled, independent services
https://www2.deloitte.com/content/dam/Deloitte/it/Documents/technology-media-telecommunications/Next%20Gen%20Telco%20Architecture_2017_final.pdf
(Network Function Virtualization)
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Event Streaming for
traditional and new innovative use cases
in the telecommunications industry
Real Time Processing Digital Transformation Strategic Goals
Move data from OSS fixed,
mobile, cable into various
systems
Innovative OTT Services
Proactive network
monitoring
CDR
(Call Detail Record)
processing
Fleet management and connected
car solutions
Customer service
(e.g. chat bots) and social
Integration
Cloud-native network
simulation, planning and
deployment
Personalized
messages and
recommendations
Fraud detection
Predictive maintenance
across networks and
infrastructure
Nationwide
security
infrastructure
(SIEM / SOAR)
Augmented
reality
Spanning different
business units
(TV, analytics, video
platform, sales and
services)
OSS-BSS integration
and middleware
modernization
Regulatory
reporting
Customer churn and
cross- / up-selling
Merger after
acquisitions
Omni-channel customer
360
Converged
billing solution
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
OSM - Open Source MANO
(NFV Management and Orchestration)
Addressing challenges with orchestration, interoperability and performance optimization
Based on ETSI (European Telecommunication Standards Institute) NFV standards and Information Model
Interoperability among different service provider NFV infrastructures or OSS systems
Apache Kafka asynchronous communication between OSM components and decoupling introduction of new pluggable modules
https://osm.etsi.org/news-events/blog/30-open-source-mano-addressing-interoperability-challenge-in-nfv
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Global IP Network @ NTT Com
https://imply.io/post/kappa-architecture-at-ntt
Challenges
• Blackbox
• Not scalable
• Limited ad-hoc analysis capabilities
Real-time visibility into global traffic
• Technical: Capacity planning, traffic engineering, etc.
• Economical: Resource optimization, revenue leak detection, etc.
• Security
Traffic matrix
Representation of all traffic among all possible pairs of sources and destinations in a given
internet domain
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Cyber Intelligence Platform
leveraging Kafka Connect, Kafka Streams, Multi-Region Clusters (MRC), and more…
https://www.intel.com/content/www/us/en/it-management/intel-it-best-practices/modern-scalable-cyber-intelligence-platform-kafka.html
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
8x8 – Customer 360
Voice over IP (VoIP) provider
Cloud-based voice, contact center, video, mobile and
unified communications for >1 million business users
• Confluent to build a multi-tenant, scalable, elastic SaaS
contact center solution
• Strict data separation and secure, GDPR compliant data environment to
handle sensitive caller information
• Collection and processing of billions of metrics in real-time
• Replication between data centers for disaster recovery
• Real-time analytics for Dashboards and Machine
Learning
• Key customer experience metrics such as customer wait time and first-call
resolution rates
• Proactive alerts (for example, an issue with a local ISP)
• Prediction of staffing needs
• Predict contact center call volumes for the next 12 hours based on current
and historical data
https://www.confluent.io/customers/8x8/
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Hotstar – OTT for millions of cricket fans in India
https://www.confluent.io/kafka-summit-san-francisco-2019/scaling-for-indias-cricket-hungry-population/
https://www.confluent.io/customers/disneyhotstar/
@
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
1. The rise of Telco 4.0 and the future forward
2. Data in Motion in the Telco Industry
3. Real-world Fintech and Payment examples powered by
Data in Motion
Agenda
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Telecom Fintech Innovation is Spreading
Mobile wallets for online shopping, money savings/transfer, utility billing integration, next best offer + location-based trigger,
…
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
“We look at events as running our
business. Business people within
our organization want to be able to
react to events—and oftentimes it's
a combination of events.”
VP of Streaming Data Engineering
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Fraud Detection
at Scale in Real-Time for Billions of Messages
https://www.infoq.com/presentations/paypal-data-service-fraud
https://conferences.oreilly.com/strata/strata-ny-2018/public/schedule/detail/69459.html
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Bank Mandiri Indonesia
Full retail & corporate banking services in Indonesia
26
• Improve omnichannel and personalized merchant and retail customer
communications
• Identify upsell and cross-sell opportunities
• Greater stability and reduced risk of downtime/outages
• Reduce technical costs
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Fraud Detection @ Grab
GrabDefence SaaS service build with Confluent Cloud, Kafka Streams and ML for stateful stream processing
Billions of fraud and safety detections performed daily for millions of transactions (1.6% is lost in fraud in Southeast Asia)
Data science and engineering platform to search for anomalous and suspicious transactions and identifying
high-risk individuals
Example: An individual who pretends to be both the driver and passenger, and makes cashless payments to
get promotions
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
10X Banking
Cloud-native Core Banking Platform
https://videos.confluent.io/watch/ip69LsbDX8JpERSP1soNXo
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Why Confluent?
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
The Rise of Data in Motion
2010
Apache Kafka
created at LinkedIn by
Confluent founders
2014
2020
80%
Fortune 100
Companies
trust and use
Apache Kafka
30
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
I N V E S T M E N T & T I M E
V
A
L
U
E
3
4
5
1
2
Event Streaming Maturity Model
Initial Awareness /
Pilot (1 Kafka
Cluster)
Start to Build
Pipeline / Deliver 1
New Outcome
(1 Kafka Cluster)
Mission-Critical
Deployment
(Stretched, Hybrid,
Multi-Region)
Build Contextual
Event-Driven Apps
(Stretched, Hybrid,
Multi-Region)
Central Nervous
System
(Global Kafka)
Product, Support, Training, Partners, Technical Account Management...
31
Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de
Car Engine Car Self-driving Car
Confluent completes Apache Kafka. Cloud-native. Everywhere.
Kai Waehner
Field CTO
contact@kai-waehner.de
@KaiWaehner
www.kai-waehner.de
www.confluent.io
linkedin.com/in/kaiwaehner
Questions? Feedback?
Let’s connect!

Weitere ähnliche Inhalte

Was ist angesagt?

Application Archaeology: Accelerating App Modernization at DICK’S Sporting Goods
Application Archaeology: Accelerating App Modernization at DICK’S Sporting GoodsApplication Archaeology: Accelerating App Modernization at DICK’S Sporting Goods
Application Archaeology: Accelerating App Modernization at DICK’S Sporting GoodsVMware Tanzu
 
Azure Migration Program Overview
Azure Migration Program OverviewAzure Migration Program Overview
Azure Migration Program OverviewNicholas Vossburg
 
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB)
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB)Apache Kafka vs. Integration Middleware (MQ, ETL, ESB)
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB)Kai Wähner
 
DW Migration Webinar-March 2022.pptx
DW Migration Webinar-March 2022.pptxDW Migration Webinar-March 2022.pptx
DW Migration Webinar-March 2022.pptxDatabricks
 
Designing loosely coupled services
Designing loosely coupled servicesDesigning loosely coupled services
Designing loosely coupled servicesChris Richardson
 
Azure Migration Program Pitch Deck
Azure Migration Program Pitch DeckAzure Migration Program Pitch Deck
Azure Migration Program Pitch DeckNicholas Vossburg
 
On Call Process (PDF)
On Call Process (PDF)On Call Process (PDF)
On Call Process (PDF)JOE RUSSO
 
Transforming Consumer Banking with a 100% Cloud-Based Bank (FSV204) - AWS re:...
Transforming Consumer Banking with a 100% Cloud-Based Bank (FSV204) - AWS re:...Transforming Consumer Banking with a 100% Cloud-Based Bank (FSV204) - AWS re:...
Transforming Consumer Banking with a 100% Cloud-Based Bank (FSV204) - AWS re:...Amazon Web Services
 
GitOps 101 Presentation.pdf
GitOps 101 Presentation.pdfGitOps 101 Presentation.pdf
GitOps 101 Presentation.pdfssuser31375f
 
[오픈테크넷서밋2022] 국내 PaaS(Kubernetes) Best Practice 및 DevOps 환경 구축 사례.pdf
[오픈테크넷서밋2022] 국내 PaaS(Kubernetes) Best Practice 및 DevOps 환경 구축 사례.pdf[오픈테크넷서밋2022] 국내 PaaS(Kubernetes) Best Practice 및 DevOps 환경 구축 사례.pdf
[오픈테크넷서밋2022] 국내 PaaS(Kubernetes) Best Practice 및 DevOps 환경 구축 사례.pdfOpen Source Consulting
 
Scaling Databricks to Run Data and ML Workloads on Millions of VMs
Scaling Databricks to Run Data and ML Workloads on Millions of VMsScaling Databricks to Run Data and ML Workloads on Millions of VMs
Scaling Databricks to Run Data and ML Workloads on Millions of VMsMatei Zaharia
 
Building End-to-End Delta Pipelines on GCP
Building End-to-End Delta Pipelines on GCPBuilding End-to-End Delta Pipelines on GCP
Building End-to-End Delta Pipelines on GCPDatabricks
 
Migrate an Existing Application to Microsoft Azure
Migrate an Existing Application to Microsoft AzureMigrate an Existing Application to Microsoft Azure
Migrate an Existing Application to Microsoft AzureChris Dufour
 
IEEE Computer Society Phoenix Chapter - Internet of Things Innovations & Mega...
IEEE Computer Society Phoenix Chapter - Internet of Things Innovations & Mega...IEEE Computer Society Phoenix Chapter - Internet of Things Innovations & Mega...
IEEE Computer Society Phoenix Chapter - Internet of Things Innovations & Mega...Mark Goldstein
 
How to govern and secure a Data Mesh?
How to govern and secure a Data Mesh?How to govern and secure a Data Mesh?
How to govern and secure a Data Mesh?confluent
 
Gitops: the kubernetes way
Gitops: the kubernetes wayGitops: the kubernetes way
Gitops: the kubernetes waysparkfabrik
 
Four Strategies to Create a DevOps Culture & System that Favors Innovation & ...
Four Strategies to Create a DevOps Culture & System that Favors Innovation & ...Four Strategies to Create a DevOps Culture & System that Favors Innovation & ...
Four Strategies to Create a DevOps Culture & System that Favors Innovation & ...Amazon Web Services
 
Introduction to the Microsoft Azure Cloud.pptx
Introduction to the Microsoft Azure Cloud.pptxIntroduction to the Microsoft Azure Cloud.pptx
Introduction to the Microsoft Azure Cloud.pptxEverestMedinilla2
 

Was ist angesagt? (20)

Application Archaeology: Accelerating App Modernization at DICK’S Sporting Goods
Application Archaeology: Accelerating App Modernization at DICK’S Sporting GoodsApplication Archaeology: Accelerating App Modernization at DICK’S Sporting Goods
Application Archaeology: Accelerating App Modernization at DICK’S Sporting Goods
 
Azure Migration Program Overview
Azure Migration Program OverviewAzure Migration Program Overview
Azure Migration Program Overview
 
Azure migration
Azure migrationAzure migration
Azure migration
 
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB)
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB)Apache Kafka vs. Integration Middleware (MQ, ETL, ESB)
Apache Kafka vs. Integration Middleware (MQ, ETL, ESB)
 
DW Migration Webinar-March 2022.pptx
DW Migration Webinar-March 2022.pptxDW Migration Webinar-March 2022.pptx
DW Migration Webinar-March 2022.pptx
 
Designing loosely coupled services
Designing loosely coupled servicesDesigning loosely coupled services
Designing loosely coupled services
 
Azure Migration Program Pitch Deck
Azure Migration Program Pitch DeckAzure Migration Program Pitch Deck
Azure Migration Program Pitch Deck
 
Webinar Data Mesh - Part 3
Webinar Data Mesh - Part 3Webinar Data Mesh - Part 3
Webinar Data Mesh - Part 3
 
On Call Process (PDF)
On Call Process (PDF)On Call Process (PDF)
On Call Process (PDF)
 
Transforming Consumer Banking with a 100% Cloud-Based Bank (FSV204) - AWS re:...
Transforming Consumer Banking with a 100% Cloud-Based Bank (FSV204) - AWS re:...Transforming Consumer Banking with a 100% Cloud-Based Bank (FSV204) - AWS re:...
Transforming Consumer Banking with a 100% Cloud-Based Bank (FSV204) - AWS re:...
 
GitOps 101 Presentation.pdf
GitOps 101 Presentation.pdfGitOps 101 Presentation.pdf
GitOps 101 Presentation.pdf
 
[오픈테크넷서밋2022] 국내 PaaS(Kubernetes) Best Practice 및 DevOps 환경 구축 사례.pdf
[오픈테크넷서밋2022] 국내 PaaS(Kubernetes) Best Practice 및 DevOps 환경 구축 사례.pdf[오픈테크넷서밋2022] 국내 PaaS(Kubernetes) Best Practice 및 DevOps 환경 구축 사례.pdf
[오픈테크넷서밋2022] 국내 PaaS(Kubernetes) Best Practice 및 DevOps 환경 구축 사례.pdf
 
Scaling Databricks to Run Data and ML Workloads on Millions of VMs
Scaling Databricks to Run Data and ML Workloads on Millions of VMsScaling Databricks to Run Data and ML Workloads on Millions of VMs
Scaling Databricks to Run Data and ML Workloads on Millions of VMs
 
Building End-to-End Delta Pipelines on GCP
Building End-to-End Delta Pipelines on GCPBuilding End-to-End Delta Pipelines on GCP
Building End-to-End Delta Pipelines on GCP
 
Migrate an Existing Application to Microsoft Azure
Migrate an Existing Application to Microsoft AzureMigrate an Existing Application to Microsoft Azure
Migrate an Existing Application to Microsoft Azure
 
IEEE Computer Society Phoenix Chapter - Internet of Things Innovations & Mega...
IEEE Computer Society Phoenix Chapter - Internet of Things Innovations & Mega...IEEE Computer Society Phoenix Chapter - Internet of Things Innovations & Mega...
IEEE Computer Society Phoenix Chapter - Internet of Things Innovations & Mega...
 
How to govern and secure a Data Mesh?
How to govern and secure a Data Mesh?How to govern and secure a Data Mesh?
How to govern and secure a Data Mesh?
 
Gitops: the kubernetes way
Gitops: the kubernetes wayGitops: the kubernetes way
Gitops: the kubernetes way
 
Four Strategies to Create a DevOps Culture & System that Favors Innovation & ...
Four Strategies to Create a DevOps Culture & System that Favors Innovation & ...Four Strategies to Create a DevOps Culture & System that Favors Innovation & ...
Four Strategies to Create a DevOps Culture & System that Favors Innovation & ...
 
Introduction to the Microsoft Azure Cloud.pptx
Introduction to the Microsoft Azure Cloud.pptxIntroduction to the Microsoft Azure Cloud.pptx
Introduction to the Microsoft Azure Cloud.pptx
 

Ähnlich wie Telco 4.0 - Payment and FinServ Integration for Data in Motion with 5G and Apache Kafka

Event Streaming in the Telco Industry with Apache Kafka® and Confluent
Event Streaming in the Telco Industry with Apache Kafka® and ConfluentEvent Streaming in the Telco Industry with Apache Kafka® and Confluent
Event Streaming in the Telco Industry with Apache Kafka® and Confluentconfluent
 
Apache Kafka for Smart Grid, Utilities and Energy Production
Apache Kafka for Smart Grid, Utilities and Energy ProductionApache Kafka for Smart Grid, Utilities and Energy Production
Apache Kafka for Smart Grid, Utilities and Energy ProductionKai Wähner
 
Apache Kafka in Financial Services - Use Cases and Architectures
Apache Kafka in Financial Services - Use Cases and ArchitecturesApache Kafka in Financial Services - Use Cases and Architectures
Apache Kafka in Financial Services - Use Cases and ArchitecturesKai Wähner
 
Apache Kafka for Automotive Industry, Mobility Services & Smart City
Apache Kafka for Automotive Industry, Mobility Services & Smart CityApache Kafka for Automotive Industry, Mobility Services & Smart City
Apache Kafka for Automotive Industry, Mobility Services & Smart CityKai Wähner
 
IoT and Event Streaming at Scale with Apache Kafka
IoT and Event Streaming at Scale with Apache KafkaIoT and Event Streaming at Scale with Apache Kafka
IoT and Event Streaming at Scale with Apache Kafkaconfluent
 
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...Kai Wähner
 
IoT Architectures for a Digital Twin with Apache Kafka, IoT Platforms and Mac...
IoT Architectures for a Digital Twin with Apache Kafka, IoT Platforms and Mac...IoT Architectures for a Digital Twin with Apache Kafka, IoT Platforms and Mac...
IoT Architectures for a Digital Twin with Apache Kafka, IoT Platforms and Mac...Kai Wähner
 
Apache Kafka® and Analytics in a Connected IoT World
Apache Kafka® and Analytics in a Connected IoT WorldApache Kafka® and Analytics in a Connected IoT World
Apache Kafka® and Analytics in a Connected IoT Worldconfluent
 
Apache Kafka and MQTT - Overview, Comparison, Use Cases, Architectures
Apache Kafka and MQTT - Overview, Comparison, Use Cases, ArchitecturesApache Kafka and MQTT - Overview, Comparison, Use Cases, Architectures
Apache Kafka and MQTT - Overview, Comparison, Use Cases, ArchitecturesKai Wähner
 
Apache Kafka in the Transportation and Logistics
Apache Kafka in the Transportation and LogisticsApache Kafka in the Transportation and Logistics
Apache Kafka in the Transportation and LogisticsKai Wähner
 
Kai Waehner [Confluent] | Real-Time Streaming Analytics with 100,000 Cars Usi...
Kai Waehner [Confluent] | Real-Time Streaming Analytics with 100,000 Cars Usi...Kai Waehner [Confluent] | Real-Time Streaming Analytics with 100,000 Cars Usi...
Kai Waehner [Confluent] | Real-Time Streaming Analytics with 100,000 Cars Usi...InfluxData
 
Fast Data – Fast Cars: Wie Apache Kafka die Datenwelt revolutioniert
Fast Data – Fast Cars: Wie Apache Kafka die Datenwelt revolutioniertFast Data – Fast Cars: Wie Apache Kafka die Datenwelt revolutioniert
Fast Data – Fast Cars: Wie Apache Kafka die Datenwelt revolutioniertconfluent
 
Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apac...
Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apac...Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apac...
Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apac...Kai Wähner
 
Telco Global Connect 5
Telco Global Connect 5Telco Global Connect 5
Telco Global Connect 5Sadiq Malik
 
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMTELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMSecurity Gen
 
Guardians of Cybersecurity: A Deep Dive into IDS, IPS, and Firewall
Guardians of Cybersecurity: A Deep Dive into IDS, IPS, and FirewallGuardians of Cybersecurity: A Deep Dive into IDS, IPS, and Firewall
Guardians of Cybersecurity: A Deep Dive into IDS, IPS, and FirewallSecurityGen1
 
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMTELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMSecurity Gen
 
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMTELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMSecurity Gen
 
Mainframe Integration, Offloading and Replacement with Apache Kafka
Mainframe Integration, Offloading and Replacement with Apache KafkaMainframe Integration, Offloading and Replacement with Apache Kafka
Mainframe Integration, Offloading and Replacement with Apache KafkaKai Wähner
 
Mit Streaming die Brücken zum Erfolg bauen
Mit Streaming die Brücken zum Erfolg bauenMit Streaming die Brücken zum Erfolg bauen
Mit Streaming die Brücken zum Erfolg bauenconfluent
 

Ähnlich wie Telco 4.0 - Payment and FinServ Integration for Data in Motion with 5G and Apache Kafka (20)

Event Streaming in the Telco Industry with Apache Kafka® and Confluent
Event Streaming in the Telco Industry with Apache Kafka® and ConfluentEvent Streaming in the Telco Industry with Apache Kafka® and Confluent
Event Streaming in the Telco Industry with Apache Kafka® and Confluent
 
Apache Kafka for Smart Grid, Utilities and Energy Production
Apache Kafka for Smart Grid, Utilities and Energy ProductionApache Kafka for Smart Grid, Utilities and Energy Production
Apache Kafka for Smart Grid, Utilities and Energy Production
 
Apache Kafka in Financial Services - Use Cases and Architectures
Apache Kafka in Financial Services - Use Cases and ArchitecturesApache Kafka in Financial Services - Use Cases and Architectures
Apache Kafka in Financial Services - Use Cases and Architectures
 
Apache Kafka for Automotive Industry, Mobility Services & Smart City
Apache Kafka for Automotive Industry, Mobility Services & Smart CityApache Kafka for Automotive Industry, Mobility Services & Smart City
Apache Kafka for Automotive Industry, Mobility Services & Smart City
 
IoT and Event Streaming at Scale with Apache Kafka
IoT and Event Streaming at Scale with Apache KafkaIoT and Event Streaming at Scale with Apache Kafka
IoT and Event Streaming at Scale with Apache Kafka
 
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
IoT Architectures for Apache Kafka and Event Streaming - Industry 4.0, Digita...
 
IoT Architectures for a Digital Twin with Apache Kafka, IoT Platforms and Mac...
IoT Architectures for a Digital Twin with Apache Kafka, IoT Platforms and Mac...IoT Architectures for a Digital Twin with Apache Kafka, IoT Platforms and Mac...
IoT Architectures for a Digital Twin with Apache Kafka, IoT Platforms and Mac...
 
Apache Kafka® and Analytics in a Connected IoT World
Apache Kafka® and Analytics in a Connected IoT WorldApache Kafka® and Analytics in a Connected IoT World
Apache Kafka® and Analytics in a Connected IoT World
 
Apache Kafka and MQTT - Overview, Comparison, Use Cases, Architectures
Apache Kafka and MQTT - Overview, Comparison, Use Cases, ArchitecturesApache Kafka and MQTT - Overview, Comparison, Use Cases, Architectures
Apache Kafka and MQTT - Overview, Comparison, Use Cases, Architectures
 
Apache Kafka in the Transportation and Logistics
Apache Kafka in the Transportation and LogisticsApache Kafka in the Transportation and Logistics
Apache Kafka in the Transportation and Logistics
 
Kai Waehner [Confluent] | Real-Time Streaming Analytics with 100,000 Cars Usi...
Kai Waehner [Confluent] | Real-Time Streaming Analytics with 100,000 Cars Usi...Kai Waehner [Confluent] | Real-Time Streaming Analytics with 100,000 Cars Usi...
Kai Waehner [Confluent] | Real-Time Streaming Analytics with 100,000 Cars Usi...
 
Fast Data – Fast Cars: Wie Apache Kafka die Datenwelt revolutioniert
Fast Data – Fast Cars: Wie Apache Kafka die Datenwelt revolutioniertFast Data – Fast Cars: Wie Apache Kafka die Datenwelt revolutioniert
Fast Data – Fast Cars: Wie Apache Kafka die Datenwelt revolutioniert
 
Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apac...
Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apac...Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apac...
Resilient Real-time Data Streaming across the Edge and Hybrid Cloud with Apac...
 
Telco Global Connect 5
Telco Global Connect 5Telco Global Connect 5
Telco Global Connect 5
 
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMTELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
 
Guardians of Cybersecurity: A Deep Dive into IDS, IPS, and Firewall
Guardians of Cybersecurity: A Deep Dive into IDS, IPS, and FirewallGuardians of Cybersecurity: A Deep Dive into IDS, IPS, and Firewall
Guardians of Cybersecurity: A Deep Dive into IDS, IPS, and Firewall
 
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMTELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
 
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOMTELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
TELCO WORKLOADS IN HYPERSCALER CLOUDS SECURITY IN THE 5G CONTROL ROOM
 
Mainframe Integration, Offloading and Replacement with Apache Kafka
Mainframe Integration, Offloading and Replacement with Apache KafkaMainframe Integration, Offloading and Replacement with Apache Kafka
Mainframe Integration, Offloading and Replacement with Apache Kafka
 
Mit Streaming die Brücken zum Erfolg bauen
Mit Streaming die Brücken zum Erfolg bauenMit Streaming die Brücken zum Erfolg bauen
Mit Streaming die Brücken zum Erfolg bauen
 

Mehr von Kai Wähner

Apache Kafka as Data Hub for Crypto, NFT, Metaverse (Beyond the Buzz!)
Apache Kafka as Data Hub for Crypto, NFT, Metaverse (Beyond the Buzz!)Apache Kafka as Data Hub for Crypto, NFT, Metaverse (Beyond the Buzz!)
Apache Kafka as Data Hub for Crypto, NFT, Metaverse (Beyond the Buzz!)Kai Wähner
 
When NOT to use Apache Kafka?
When NOT to use Apache Kafka?When NOT to use Apache Kafka?
When NOT to use Apache Kafka?Kai Wähner
 
Kafka for Live Commerce to Transform the Retail and Shopping Metaverse
Kafka for Live Commerce to Transform the Retail and Shopping MetaverseKafka for Live Commerce to Transform the Retail and Shopping Metaverse
Kafka for Live Commerce to Transform the Retail and Shopping MetaverseKai Wähner
 
The Heart of the Data Mesh Beats in Real-Time with Apache Kafka
The Heart of the Data Mesh Beats in Real-Time with Apache KafkaThe Heart of the Data Mesh Beats in Real-Time with Apache Kafka
The Heart of the Data Mesh Beats in Real-Time with Apache KafkaKai Wähner
 
Apache Kafka vs. Cloud-native iPaaS Integration Platform Middleware
Apache Kafka vs. Cloud-native iPaaS Integration Platform MiddlewareApache Kafka vs. Cloud-native iPaaS Integration Platform Middleware
Apache Kafka vs. Cloud-native iPaaS Integration Platform MiddlewareKai Wähner
 
Data Warehouse vs. Data Lake vs. Data Streaming – Friends, Enemies, Frenemies?
Data Warehouse vs. Data Lake vs. Data Streaming – Friends, Enemies, Frenemies?Data Warehouse vs. Data Lake vs. Data Streaming – Friends, Enemies, Frenemies?
Data Warehouse vs. Data Lake vs. Data Streaming – Friends, Enemies, Frenemies?Kai Wähner
 
Serverless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Serverless Kafka and Spark in a Multi-Cloud Lakehouse ArchitectureServerless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Serverless Kafka and Spark in a Multi-Cloud Lakehouse ArchitectureKai Wähner
 
Data Streaming with Apache Kafka in the Defence and Cybersecurity Industry
Data Streaming with Apache Kafka in the Defence and Cybersecurity IndustryData Streaming with Apache Kafka in the Defence and Cybersecurity Industry
Data Streaming with Apache Kafka in the Defence and Cybersecurity IndustryKai Wähner
 
Apache Kafka in the Healthcare Industry
Apache Kafka in the Healthcare IndustryApache Kafka in the Healthcare Industry
Apache Kafka in the Healthcare IndustryKai Wähner
 
Apache Kafka in the Healthcare Industry
Apache Kafka in the Healthcare IndustryApache Kafka in the Healthcare Industry
Apache Kafka in the Healthcare IndustryKai Wähner
 
Apache Kafka for Real-time Supply Chain in the Food and Retail Industry
Apache Kafka for Real-time Supply Chainin the Food and Retail IndustryApache Kafka for Real-time Supply Chainin the Food and Retail Industry
Apache Kafka for Real-time Supply Chain in the Food and Retail IndustryKai Wähner
 
Kafka for Real-Time Replication between Edge and Hybrid Cloud
Kafka for Real-Time Replication between Edge and Hybrid CloudKafka for Real-Time Replication between Edge and Hybrid Cloud
Kafka for Real-Time Replication between Edge and Hybrid CloudKai Wähner
 
Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0
Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0
Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0Kai Wähner
 
Apache Kafka Landscape for Automotive and Manufacturing
Apache Kafka Landscape for Automotive and ManufacturingApache Kafka Landscape for Automotive and Manufacturing
Apache Kafka Landscape for Automotive and ManufacturingKai Wähner
 
Kappa vs Lambda Architectures and Technology Comparison
Kappa vs Lambda Architectures and Technology ComparisonKappa vs Lambda Architectures and Technology Comparison
Kappa vs Lambda Architectures and Technology ComparisonKai Wähner
 
The Top 5 Apache Kafka Use Cases and Architectures in 2022
The Top 5 Apache Kafka Use Cases and Architectures in 2022The Top 5 Apache Kafka Use Cases and Architectures in 2022
The Top 5 Apache Kafka Use Cases and Architectures in 2022Kai Wähner
 
Event Streaming CTO Roundtable for Cloud-native Kafka Architectures
Event Streaming CTO Roundtable for Cloud-native Kafka ArchitecturesEvent Streaming CTO Roundtable for Cloud-native Kafka Architectures
Event Streaming CTO Roundtable for Cloud-native Kafka ArchitecturesKai Wähner
 
Apache Kafka in the Public Sector (Government, National Security, Citizen Ser...
Apache Kafka in the Public Sector (Government, National Security, Citizen Ser...Apache Kafka in the Public Sector (Government, National Security, Citizen Ser...
Apache Kafka in the Public Sector (Government, National Security, Citizen Ser...Kai Wähner
 
Apache Kafka for Cybersecurity and SIEM / SOAR Modernization
Apache Kafka for Cybersecurity and SIEM / SOAR ModernizationApache Kafka for Cybersecurity and SIEM / SOAR Modernization
Apache Kafka for Cybersecurity and SIEM / SOAR ModernizationKai Wähner
 
Serverless Kafka on AWS as Part of a Cloud-native Data Lake Architecture
Serverless Kafka on AWS as Part of a Cloud-native Data Lake ArchitectureServerless Kafka on AWS as Part of a Cloud-native Data Lake Architecture
Serverless Kafka on AWS as Part of a Cloud-native Data Lake ArchitectureKai Wähner
 

Mehr von Kai Wähner (20)

Apache Kafka as Data Hub for Crypto, NFT, Metaverse (Beyond the Buzz!)
Apache Kafka as Data Hub for Crypto, NFT, Metaverse (Beyond the Buzz!)Apache Kafka as Data Hub for Crypto, NFT, Metaverse (Beyond the Buzz!)
Apache Kafka as Data Hub for Crypto, NFT, Metaverse (Beyond the Buzz!)
 
When NOT to use Apache Kafka?
When NOT to use Apache Kafka?When NOT to use Apache Kafka?
When NOT to use Apache Kafka?
 
Kafka for Live Commerce to Transform the Retail and Shopping Metaverse
Kafka for Live Commerce to Transform the Retail and Shopping MetaverseKafka for Live Commerce to Transform the Retail and Shopping Metaverse
Kafka for Live Commerce to Transform the Retail and Shopping Metaverse
 
The Heart of the Data Mesh Beats in Real-Time with Apache Kafka
The Heart of the Data Mesh Beats in Real-Time with Apache KafkaThe Heart of the Data Mesh Beats in Real-Time with Apache Kafka
The Heart of the Data Mesh Beats in Real-Time with Apache Kafka
 
Apache Kafka vs. Cloud-native iPaaS Integration Platform Middleware
Apache Kafka vs. Cloud-native iPaaS Integration Platform MiddlewareApache Kafka vs. Cloud-native iPaaS Integration Platform Middleware
Apache Kafka vs. Cloud-native iPaaS Integration Platform Middleware
 
Data Warehouse vs. Data Lake vs. Data Streaming – Friends, Enemies, Frenemies?
Data Warehouse vs. Data Lake vs. Data Streaming – Friends, Enemies, Frenemies?Data Warehouse vs. Data Lake vs. Data Streaming – Friends, Enemies, Frenemies?
Data Warehouse vs. Data Lake vs. Data Streaming – Friends, Enemies, Frenemies?
 
Serverless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Serverless Kafka and Spark in a Multi-Cloud Lakehouse ArchitectureServerless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
Serverless Kafka and Spark in a Multi-Cloud Lakehouse Architecture
 
Data Streaming with Apache Kafka in the Defence and Cybersecurity Industry
Data Streaming with Apache Kafka in the Defence and Cybersecurity IndustryData Streaming with Apache Kafka in the Defence and Cybersecurity Industry
Data Streaming with Apache Kafka in the Defence and Cybersecurity Industry
 
Apache Kafka in the Healthcare Industry
Apache Kafka in the Healthcare IndustryApache Kafka in the Healthcare Industry
Apache Kafka in the Healthcare Industry
 
Apache Kafka in the Healthcare Industry
Apache Kafka in the Healthcare IndustryApache Kafka in the Healthcare Industry
Apache Kafka in the Healthcare Industry
 
Apache Kafka for Real-time Supply Chain in the Food and Retail Industry
Apache Kafka for Real-time Supply Chainin the Food and Retail IndustryApache Kafka for Real-time Supply Chainin the Food and Retail Industry
Apache Kafka for Real-time Supply Chain in the Food and Retail Industry
 
Kafka for Real-Time Replication between Edge and Hybrid Cloud
Kafka for Real-Time Replication between Edge and Hybrid CloudKafka for Real-Time Replication between Edge and Hybrid Cloud
Kafka for Real-Time Replication between Edge and Hybrid Cloud
 
Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0
Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0
Apache Kafka for Predictive Maintenance in Industrial IoT / Industry 4.0
 
Apache Kafka Landscape for Automotive and Manufacturing
Apache Kafka Landscape for Automotive and ManufacturingApache Kafka Landscape for Automotive and Manufacturing
Apache Kafka Landscape for Automotive and Manufacturing
 
Kappa vs Lambda Architectures and Technology Comparison
Kappa vs Lambda Architectures and Technology ComparisonKappa vs Lambda Architectures and Technology Comparison
Kappa vs Lambda Architectures and Technology Comparison
 
The Top 5 Apache Kafka Use Cases and Architectures in 2022
The Top 5 Apache Kafka Use Cases and Architectures in 2022The Top 5 Apache Kafka Use Cases and Architectures in 2022
The Top 5 Apache Kafka Use Cases and Architectures in 2022
 
Event Streaming CTO Roundtable for Cloud-native Kafka Architectures
Event Streaming CTO Roundtable for Cloud-native Kafka ArchitecturesEvent Streaming CTO Roundtable for Cloud-native Kafka Architectures
Event Streaming CTO Roundtable for Cloud-native Kafka Architectures
 
Apache Kafka in the Public Sector (Government, National Security, Citizen Ser...
Apache Kafka in the Public Sector (Government, National Security, Citizen Ser...Apache Kafka in the Public Sector (Government, National Security, Citizen Ser...
Apache Kafka in the Public Sector (Government, National Security, Citizen Ser...
 
Apache Kafka for Cybersecurity and SIEM / SOAR Modernization
Apache Kafka for Cybersecurity and SIEM / SOAR ModernizationApache Kafka for Cybersecurity and SIEM / SOAR Modernization
Apache Kafka for Cybersecurity and SIEM / SOAR Modernization
 
Serverless Kafka on AWS as Part of a Cloud-native Data Lake Architecture
Serverless Kafka on AWS as Part of a Cloud-native Data Lake ArchitectureServerless Kafka on AWS as Part of a Cloud-native Data Lake Architecture
Serverless Kafka on AWS as Part of a Cloud-native Data Lake Architecture
 

Kürzlich hochgeladen

SHRMPro HRMS Software Solutions Presentation
SHRMPro HRMS Software Solutions PresentationSHRMPro HRMS Software Solutions Presentation
SHRMPro HRMS Software Solutions PresentationShrmpro
 
%in Durban+277-882-255-28 abortion pills for sale in Durban
%in Durban+277-882-255-28 abortion pills for sale in Durban%in Durban+277-882-255-28 abortion pills for sale in Durban
%in Durban+277-882-255-28 abortion pills for sale in Durbanmasabamasaba
 
%in kempton park+277-882-255-28 abortion pills for sale in kempton park
%in kempton park+277-882-255-28 abortion pills for sale in kempton park %in kempton park+277-882-255-28 abortion pills for sale in kempton park
%in kempton park+277-882-255-28 abortion pills for sale in kempton park masabamasaba
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrandmasabamasaba
 
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...masabamasaba
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...masabamasaba
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...Health
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfkalichargn70th171
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...panagenda
 
Architecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the pastArchitecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the pastPapp Krisztián
 
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrainmasabamasaba
 
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesAI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesVictorSzoltysek
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnAmarnathKambale
 
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park %in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park masabamasaba
 
Define the academic and professional writing..pdf
Define the academic and professional writing..pdfDefine the academic and professional writing..pdf
Define the academic and professional writing..pdfPearlKirahMaeRagusta1
 
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionIntroducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionOnePlan Solutions
 
Chinsurah Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts ...
Chinsurah Escorts ☎️8617697112  Starting From 5K to 15K High Profile Escorts ...Chinsurah Escorts ☎️8617697112  Starting From 5K to 15K High Profile Escorts ...
Chinsurah Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts ...Nitya salvi
 
AI & Machine Learning Presentation Template
AI & Machine Learning Presentation TemplateAI & Machine Learning Presentation Template
AI & Machine Learning Presentation TemplatePresentation.STUDIO
 

Kürzlich hochgeladen (20)

SHRMPro HRMS Software Solutions Presentation
SHRMPro HRMS Software Solutions PresentationSHRMPro HRMS Software Solutions Presentation
SHRMPro HRMS Software Solutions Presentation
 
Microsoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdfMicrosoft AI Transformation Partner Playbook.pdf
Microsoft AI Transformation Partner Playbook.pdf
 
%in Durban+277-882-255-28 abortion pills for sale in Durban
%in Durban+277-882-255-28 abortion pills for sale in Durban%in Durban+277-882-255-28 abortion pills for sale in Durban
%in Durban+277-882-255-28 abortion pills for sale in Durban
 
%in kempton park+277-882-255-28 abortion pills for sale in kempton park
%in kempton park+277-882-255-28 abortion pills for sale in kempton park %in kempton park+277-882-255-28 abortion pills for sale in kempton park
%in kempton park+277-882-255-28 abortion pills for sale in kempton park
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand%in Midrand+277-882-255-28 abortion pills for sale in midrand
%in Midrand+277-882-255-28 abortion pills for sale in midrand
 
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
%+27788225528 love spells in Atlanta Psychic Readings, Attraction spells,Brin...
 
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
%+27788225528 love spells in Colorado Springs Psychic Readings, Attraction sp...
 
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
+971565801893>>SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHAB...
 
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdfThe Ultimate Test Automation Guide_ Best Practices and Tips.pdf
The Ultimate Test Automation Guide_ Best Practices and Tips.pdf
 
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
W01_panagenda_Navigating-the-Future-with-The-Hitchhikers-Guide-to-Notes-and-D...
 
Architecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the pastArchitecture decision records - How not to get lost in the past
Architecture decision records - How not to get lost in the past
 
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
%in Bahrain+277-882-255-28 abortion pills for sale in Bahrain
 
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM TechniquesAI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
AI Mastery 201: Elevating Your Workflow with Advanced LLM Techniques
 
VTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learnVTU technical seminar 8Th Sem on Scikit-learn
VTU technical seminar 8Th Sem on Scikit-learn
 
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park %in ivory park+277-882-255-28 abortion pills for sale in ivory park
%in ivory park+277-882-255-28 abortion pills for sale in ivory park
 
Define the academic and professional writing..pdf
Define the academic and professional writing..pdfDefine the academic and professional writing..pdf
Define the academic and professional writing..pdf
 
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) SolutionIntroducing Microsoft’s new Enterprise Work Management (EWM) Solution
Introducing Microsoft’s new Enterprise Work Management (EWM) Solution
 
Chinsurah Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts ...
Chinsurah Escorts ☎️8617697112  Starting From 5K to 15K High Profile Escorts ...Chinsurah Escorts ☎️8617697112  Starting From 5K to 15K High Profile Escorts ...
Chinsurah Escorts ☎️8617697112 Starting From 5K to 15K High Profile Escorts ...
 
AI & Machine Learning Presentation Template
AI & Machine Learning Presentation TemplateAI & Machine Learning Presentation Template
AI & Machine Learning Presentation Template
 

Telco 4.0 - Payment and FinServ Integration for Data in Motion with 5G and Apache Kafka

  • 1. The Era of Telco 4.0: Embracing Digital Transformation with Data in Motion Kai Waehner Field CTO contact@kai-waehner.de linkedin.com/in/kaiwaehner @KaiWaehner www.confluent.io www.kai-waehner.de
  • 2. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 1. The rise of Telco 4.0 and the future forward 2. Data in Motion in the Telco industry 3. Real-world Fintech and Payment examples powered by Data in Motion Agenda
  • 3. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 1. The rise of Telco 4.0 and the future forward 2. Data in Motion in the Telco Industry 3. Real-world Fintech and Payment examples powered by Data in Motion Agenda
  • 4. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Telco need to transform everything “The biggest hurdle to overcome with digital transformation is to understand that it isn’t just a simple technology challenge – it covers every part of the telco business.” https://www.huawei.com/en/about-huawei/publications/winwin-magazine/plus-intelligence/telco-digital-transformation
  • 5. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 5G enables new business models https://www.youtube.com/watch?v=A9DDe0alvGo
  • 6. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 5G Network Slicing Use Cases https://www.youtube.com/watch?v=A9DDe0alvGo
  • 7. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 5G Success Criteria https://medium.com/open-5g-hypercore/open-5g-hypercore-episode-i-166a89805c08
  • 8. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Dish builds a Cloud-Based 5G Network Greenfield standalone network with pure 5G and cloud native from the start, rather than retrofitting a 4G core Combination of Dish’ OSS and BSS with AWS Local Zones / Outposts, Kubernetes, ML and 3rd party services Free from the security limitations of traditional 2G, 3G and 4G technologies. “As DISH deploys its network, the company is partnering exclusively with vendors offering cloud-native technology, bringing them together on AWS to provide DISH customers greater flexibility and control of their 5G- enabled solutions. As a new carrier, leveraging AWS and its extensive network of partners enables us to differentiate ourselves by operating our 5G network with a high degree of automation.” https://awsinsider.net/articles/2021/04/26/dish-taps-aws-for-its-5g-network.aspx
  • 9. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Real-time Data beats Slow Data. 9
  • 10. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de https://www2.deloitte.com/content/dam/Deloitte/it/Documents/technology-media-telecommunications/Next%20Gen%20Telco%20Architecture_2017_final.pdf
  • 11. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 1. The rise of Telco 4.0 and the future forward 2. Data in Motion in the Telco Industry 3. Real-world Fintech and Payment examples powered by Data in Motion Agenda
  • 12. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de This is a fundamental paradigm shift... 12 Infrastructure as code Data in motion as continuous streams of events Future of the datacenter Future of data Cloud Event Streaming
  • 13. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Data in Motion in the Telco Industry Your Business as Streams of Events, powered by Kafka Continuous Proactive Network Monitoring Incident Management Reporting Data Normalization Middleware Telemetry Data OSS Infrastructure Example
  • 14. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Apache Kafka is the Platform for Data in Motion MES ERP Sensors Mobile Customer 360 Real-time Alerting System Data warehouse Producers Consumers Streams and storage of real time events Stream processing apps Connectors Connectors Stream processing apps Supplier Alert Forecast Inventory Customer Order 14
  • 15. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de From purpose-built hardware to generic hardware and elastic scale From monoliths to decoupled, independent services https://www2.deloitte.com/content/dam/Deloitte/it/Documents/technology-media-telecommunications/Next%20Gen%20Telco%20Architecture_2017_final.pdf (Network Function Virtualization)
  • 16. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Event Streaming for traditional and new innovative use cases in the telecommunications industry Real Time Processing Digital Transformation Strategic Goals Move data from OSS fixed, mobile, cable into various systems Innovative OTT Services Proactive network monitoring CDR (Call Detail Record) processing Fleet management and connected car solutions Customer service (e.g. chat bots) and social Integration Cloud-native network simulation, planning and deployment Personalized messages and recommendations Fraud detection Predictive maintenance across networks and infrastructure Nationwide security infrastructure (SIEM / SOAR) Augmented reality Spanning different business units (TV, analytics, video platform, sales and services) OSS-BSS integration and middleware modernization Regulatory reporting Customer churn and cross- / up-selling Merger after acquisitions Omni-channel customer 360 Converged billing solution
  • 17. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de OSM - Open Source MANO (NFV Management and Orchestration) Addressing challenges with orchestration, interoperability and performance optimization Based on ETSI (European Telecommunication Standards Institute) NFV standards and Information Model Interoperability among different service provider NFV infrastructures or OSS systems Apache Kafka asynchronous communication between OSM components and decoupling introduction of new pluggable modules https://osm.etsi.org/news-events/blog/30-open-source-mano-addressing-interoperability-challenge-in-nfv
  • 18. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Global IP Network @ NTT Com https://imply.io/post/kappa-architecture-at-ntt Challenges • Blackbox • Not scalable • Limited ad-hoc analysis capabilities Real-time visibility into global traffic • Technical: Capacity planning, traffic engineering, etc. • Economical: Resource optimization, revenue leak detection, etc. • Security Traffic matrix Representation of all traffic among all possible pairs of sources and destinations in a given internet domain
  • 19. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Cyber Intelligence Platform leveraging Kafka Connect, Kafka Streams, Multi-Region Clusters (MRC), and more… https://www.intel.com/content/www/us/en/it-management/intel-it-best-practices/modern-scalable-cyber-intelligence-platform-kafka.html
  • 20. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 8x8 – Customer 360 Voice over IP (VoIP) provider Cloud-based voice, contact center, video, mobile and unified communications for >1 million business users • Confluent to build a multi-tenant, scalable, elastic SaaS contact center solution • Strict data separation and secure, GDPR compliant data environment to handle sensitive caller information • Collection and processing of billions of metrics in real-time • Replication between data centers for disaster recovery • Real-time analytics for Dashboards and Machine Learning • Key customer experience metrics such as customer wait time and first-call resolution rates • Proactive alerts (for example, an issue with a local ISP) • Prediction of staffing needs • Predict contact center call volumes for the next 12 hours based on current and historical data https://www.confluent.io/customers/8x8/
  • 21. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Hotstar – OTT for millions of cricket fans in India https://www.confluent.io/kafka-summit-san-francisco-2019/scaling-for-indias-cricket-hungry-population/ https://www.confluent.io/customers/disneyhotstar/ @
  • 22. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 1. The rise of Telco 4.0 and the future forward 2. Data in Motion in the Telco Industry 3. Real-world Fintech and Payment examples powered by Data in Motion Agenda
  • 23. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Telecom Fintech Innovation is Spreading Mobile wallets for online shopping, money savings/transfer, utility billing integration, next best offer + location-based trigger, …
  • 24. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de “We look at events as running our business. Business people within our organization want to be able to react to events—and oftentimes it's a combination of events.” VP of Streaming Data Engineering
  • 25. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Fraud Detection at Scale in Real-Time for Billions of Messages https://www.infoq.com/presentations/paypal-data-service-fraud https://conferences.oreilly.com/strata/strata-ny-2018/public/schedule/detail/69459.html
  • 26. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Bank Mandiri Indonesia Full retail & corporate banking services in Indonesia 26 • Improve omnichannel and personalized merchant and retail customer communications • Identify upsell and cross-sell opportunities • Greater stability and reduced risk of downtime/outages • Reduce technical costs
  • 27. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Fraud Detection @ Grab GrabDefence SaaS service build with Confluent Cloud, Kafka Streams and ML for stateful stream processing Billions of fraud and safety detections performed daily for millions of transactions (1.6% is lost in fraud in Southeast Asia) Data science and engineering platform to search for anomalous and suspicious transactions and identifying high-risk individuals Example: An individual who pretends to be both the driver and passenger, and makes cashless payments to get promotions
  • 28. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de 10X Banking Cloud-native Core Banking Platform https://videos.confluent.io/watch/ip69LsbDX8JpERSP1soNXo
  • 29. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Why Confluent?
  • 30. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de The Rise of Data in Motion 2010 Apache Kafka created at LinkedIn by Confluent founders 2014 2020 80% Fortune 100 Companies trust and use Apache Kafka 30
  • 31. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de I N V E S T M E N T & T I M E V A L U E 3 4 5 1 2 Event Streaming Maturity Model Initial Awareness / Pilot (1 Kafka Cluster) Start to Build Pipeline / Deliver 1 New Outcome (1 Kafka Cluster) Mission-Critical Deployment (Stretched, Hybrid, Multi-Region) Build Contextual Event-Driven Apps (Stretched, Hybrid, Multi-Region) Central Nervous System (Global Kafka) Product, Support, Training, Partners, Technical Account Management... 31
  • 32. Apache Kafka in the Telco Industry – @KaiWaehner - www.kai-waehner.de Car Engine Car Self-driving Car Confluent completes Apache Kafka. Cloud-native. Everywhere.