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Cloud Native Batch Processing

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Mike Minella's Presentation on Cloud Native Batch Processing.

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CLOUD NATIVE BATCH PROCESSING
MICHAEL MINELLA Lead – Spring Batch & Spring Cloud Task JSR-352 - Expert Group Member Author – Pro Spring Batch Speaker - JavaOne Rockstar Podcast - OffHeap Curmudgeon Twitter - @michaelminella or @OffHeap
SLIDES AND CODE WILL BE ON GITHUB SOON
LAY OF THE LAND
SPRING FRAMEWORK
SPRING BATCH
SPRING CLOUD
SPRING CLOUD TASK
SPRING CLOUD DATA FLOW
BATCH PROCESSIN IS STILL RELEVANT
MODERN PATTERNS AND TOOLS MAKE BATCH A POWERHOUSE
Import Process Amazon S3
SPRING BATCH
PROVIDES BASIC BATCH FUNCTIONALITY
SPRING BATCH 3.0.7
SPRING BATCH 4.0
First major version since 2014
SPRING BOOT
SPRING FRAMEWORK 5
ADDING BUILDERS FOR CONFIGURATION EASE
Import Process Amazon S3
SPRING BATCH 4.0
loadS3JDBC Job FlatFileItemReader EnrichmentItemProcessor JdbcBatchItemWriter REST Service
SHOW ME THE CODE!
CIRCUIT BREAKER
SHOW ME THE CODE!
How do we configure the app? HOW DO WE CONFIGURE OUR APP?
CODE AND CONFIG SEPARATION
MULTIPLE APPROACHES
SPRING CLOUD CONFIG SER
SPRING CLOUD EUREKA SE
Import Process Amazon S3 Spring Cloud Config Spring Cloud Eureka REST Service
SHOW ME THE CODE!
HOW DO WE SCALE THE APP?
SCALING SPRING BATCH
1PARALLEL STEPS
2MULTITHREADED STEPS
3PARTITIONING
4REMOTE CHUNKING
WE’LL USE PARTITIONING
PARTITIONING VIA SPRING CLOUD TASK
masterAmazon S3 worker worker
SHOW ME THE CODE!
HOW DO WE ORCHESTRATE
SPRING CLOUD DATA FLOW
CLOUD NATIVE ORCHESTRATION TOOL FOR MICROSERVICES
LAUNCH VIA REST, STREAMS, OR ON DEMAND
SHOW ME THE CODE!
CLOUD NATIVE WITH SPRING
ALLOW YOU TO TAKE BATCH PROCESSES
A N D D E P L O Y THEM TO THE CLOUD
Cloud Native Batch Processing

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Cloud Native Batch Processing

Editor's Notes

  1. Please ask questions when you have them
  2. Today we’re going to look at the most exciting area of IT
  3. Batch processing
  4. While batch processing may be old
  5. All joking aside, new paradigms still need batch processing: Orchestration of workloads ETL Data Science IOT
  6. Spring Batch is 9 years old A bedrock technology in modern enterprises in every vertical
  7. Heartbleed and the iWatch were both new. First major release since Boot.
  8. Upgrade all dependencies
  9. New features provide added robustness
  10. How do we configure our app?