m Kafka Use Cases

Key Points

  1. Data pipelines connect, transform data sources to data targets in batches or event streams
  2. Kafka directory services definitions stored as metadata with optional data schemas
  3. brokers connect clients, producers to topics ( queues ) using Kafka directory services
  4. handles many types of producers, consumers, topics (queues), replication, partitions
  5. messages can be consumed by multiple clients, sent by multiple producers, serialized, synch or asynch
  6. clients must poll a queue - there is DIRECT NO PUSH options ( eg web sockets model etc )
  7. producers push message to topics queues
  8. queues can be persistent
  9. REST proxy available to interface to queues
  10. Future option to replace Zookeeper directory with distributed metadata services ( DMS )


References

Reference_description_with_linked_URLs_______________________Notes______________________________________________________________
m Apache Kafka


https://projects.apache.org/projects.html?category

Apache Big Data projects
https://www.educba.com/my-courses/dashboard/Data engineering education site:Ā  educfba
m Apache Data Services




Kafka
https://kafka.apache.org/Apache Kafka home
https://kafka.apache.org/quickstartKafka quickstart
https://kafka.apache.org/usesKafka use cases
https://kafka.apache.org/documentation/Kafka documentation

https://drive.google.com/open?id=1s05zoAUC3kkW6ZDX_LGjMRptySCToZ_a

https://gist.github.com/fagossa/ff43fb522369efb2c88a82c8c72dec80

https://www.datadoghq.com/blog/collecting-kafka-performance-metrics/

https://www.datadoghq.com/blog/monitor-kafka-with-datadog/

Kafka concepts overview

part 1

part 2

part 3

https://github.com/aidtechnology/lf-k8s-hlf-webinar

https://drive.google.com/open?id=17S6ONAr7n3FyIY7-dknBsIs2vKFrY3xr

Kafka on Kubernetes Tutorial
https://drive.google.com/open?id=1mOk7UJ_cF0EIXt2QWVeWCFJg7bIm8Nc1A Nodejs client app using Kafka overview
https://drive.google.com/open?id=1gwyX26VkGlI1wOiU2bgLk_ZaJIQNJ6aqebook - Kafa Streams in Action
https://www.confluent.io/online-talks/Kafka talks online
https://drive.google.com/open?id=1mYlwU0z8hirNQrlPJYtWFqaUh9P6xnhyKafka event streams with MongoDB connector
https://cwiki.apache.org/confluence/display/KAFKA/Kafka+Improvement+ProposalsKafka Improvement Proposals
https://cwiki.apache.org/confluence/display/KAFKA/KIP-500%3A+Replace+
ZooKeeper+with+a+Self-Managed+Metadata+Quorum
KIP-500 RFC - replace Zookeeper for Kafka MDM

https://drive.google.com/open?id=10T8h05mecdU12FTmSflww4HfZNKghx1_

kafka-guide-2019-confluent-kafka-definitive-guide-complete.pdf

Kafka Guide - 2019 - Confluent

https://assets.confluent.io/m/7a91acf41502a75e/original/20180328-EB-Confluent_Designing_Event_Driven_Systems.pdf?_ga=2.165530684.2462
0135.1589381838-1712595248.1587214799

kafka-ebook-20180328-EB-Confluent_Designing_Event_Driven_Systems.pdf

Kafka - Design Event Driven Systems ebook
https://www.confluent.io/resources/kafka-summit-2020/Kafka 2020 Summit with presentations **

https://kafka-tutorials.confluent.io/?_ga=2.255305614.740418466.1611961981-2041899468.1610139243

Kafka 101 Tutorial - Event Streaming start ***Ā Ā 


https://www.confluent.io/resources/kafka-summit-2020/apache-kafka-and-ksqldb-in-action-lets-build-a-streaming-data-pipeline/

Kafka and KSQL Tutorial - create a data pipeline ***Ā Ā 


https://talks.rmoff.net/JuUJ8l#sSlsXRYApache Kafka and ksqlDB in Action : Letā€™s Build a Streaming Data Pipeline
https://talks.rmoff.net/yE9NeVApache Kafka - From Zero to Hero with Kafka Connect

Apache Kafka and KSQL in Action : Letā€™s Build a Streaming Data Pipeline! by Robin Moffatt



https://banzaicloud.com/blog/supertubes-focal/Using Supertubes, Kafka and tools to automate POD recoveries




Compare to other open-source distributed file management systems

https://blockonomi.com/interplanetary-file-system/

ipfs-blockonomi.com-What is IPFS Interplanetary File System Complete Beginners Guide.pdf

IPFS tutorial

UDTĀ 


Key Use Cases


https://www.slideshare.net/KaiWaehner/reallife-use-cases-architectures-for-event-streaming-with-apache-kafka













Java Spring Boot app using Kafka as message broker tutorial

https://developer.okta.com/blog/2019/11/19/java-kafka

kafka-java-tutorial-developer.okta.com-Kafka with Java Build a Secure Scalable Messaging App.pdf


Potential Value Opportunities


Use cases for Streaming


Innovation TechnologiesĀ 


Kafka Production Solution Services













Automating K8S Kafka recoveries with Supertubes

Using Supertubes, Kafka and tools to automate POD recoveries



Potential Challenges



Candidate Solutions


Kafka Streaming AlternativesĀ 


RabbitMQ


MQTT


NodeRed


Service Mesh




Step-by-step guide for Example



sample code block

sample code block
 



Recommended Next Steps