Kafka in the Wild • Laura Schornack & Maureen Penzenik • GOTO 202125:44 1941 views 76% Published 3 months ago
This presentation was recorded at GOTOpia Chicago 2021. #GOTOcon #GOTOpia
Laura Schornack - Head Department Architect at Northern Trust Corporation
Maureen Penzenik - Data Architect at Northern Trust Corporation
Cut the time of application delivery by reusing Kafka data structure between projects! Expecting boundaries and data definitions to remain consistent between source and consuming projects can be a constant source of surprise - a Kafka spiderweb.
Duplicate datasets with mutations often bring with them monetary, opportunity and reputational costs, as well as errors, inconsistencies, tech debt, reactive approach to data problems, audit issues, data ownership confusion and data that is not fit for purpose. Solving this requires moving towards uniform datasets. And this moves requires an Enterprise Domain Driven Design approach, combined with Event Storming. Doing this architecture work upfront allows for real-time, ubiquitous, distributed data implementations, as opposed to a Kafka spiderweb.
This talk and demo will show the design, along with a demo illustrating this approach [...]
02:35 The problem
08:34 History of data segregation within apps
10:22 CQRS for operational systems
11:26 DDD for a single application – Generic example
13:14 DDD merged with event storming
13:58 Eventing diagram
15:56 Enterprise domain driven design
18:42 Operational vs Data/Analytics ecosystems
20:23 Monoliths vs Data mesh
Download slides and read the full abstract here:
Maryann Kisamore • Basics Of Apache Kafka • https://amzn.to/3tkVYFD
Ted Dunning & Ellen Friedman • Streaming Architecture • https://amzn.to/3lhk3Kb
Liz Rice • Container Security • https://amzn.to/3oU4iJe
Liz Rice • Kubernetes Security • https://www.oreilly.com/library/view/kubernetes-security/9781492039075
Brendan Burns, Joe Beda & Kelsey Hightower • Kubernetes: Up and Running • https://amzn.to/3wrtwlp
Sam Newman • Monolith to Microservices • https://amzn.to/2Nml96E
Sam Newman • Building Microservices • https://amzn.to/3dMPbOs
Ronnie Mitra & Irakli Nadareishvili • Microservices: Up and Running• https://amzn.to/3c4HmmL Mitra, Nadareishvili, McLarty & Amundsen • Microservice Architecture • https://amzn.to/3fVNAb0
#ApacheKafka #Kafka #Apache #SoftwareArchitecture #DDD #EDDD #CQRS #DataSourcing #EventStorming #EventingDiagram #DomainDrivenDesign #DataMesh
Looking for a unique learning experience?
Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech
SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily.