From Zero to Cloud using Spring with Cloud-Native Data Technologies with John Blum at SpringOne Tour 2019

1. From Zero to Cloud using Spring
& Cloud-Native Data Technologies
By John Blum
@john_blum

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3. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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4. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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5. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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6. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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7. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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8. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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9. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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10. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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11. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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 Highly structured (normalized) data model
 Complex queries with finely tuned indexes
 Functions & Stored Procedures
 Constraints, Triggers & Views
 Management, Monitoring, Security
 …
Investment

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13. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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Cloud-Native Data
In-Memory, Clustered & Distributed

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Cloud-Native Data Patterns
In-Memory, Clustered & Distributed
 Caching
 Distributed Compute (Map/Reduce)
 Streaming
 …

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Cloud-Native Data Patterns
In-Memory, Clustered & Distributed
Caching
 Distributed Compute (Map/Reduce)
 Streaming
 Look-Aside Caching
 Near Caching
 Inline Caching

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NO CACHING
1
2 3
4

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CACHING
Look-Aside
1
2
3
4
3 4 5
6

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Look-Aside
Near Caching
CACHING

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CACHING
Look-Aside
Near Caching
Inline Caching

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CACHING
Look-Aside
Near Caching
Inline Caching
1
2
3
4
5
6

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Uses for Caching
 Service Level Caching
 (HTTP) Session State Caching

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CACHING
(HTTP) Session State
Caching
Web MVC
HTTP Servlet request/response
HTTP Session
GemFireSession

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HTTP
Spring Session
Request/Response
SDG
SessionRepositoryFilter
<Filter>
HttpServletRequest
SessionRepositoryRequestWrapper
SessionRepository
.createSession()
.findById(sessionId)
GemFireSession
<Session>
.findByIndexNameAndIndexValue(..)
HttpSessionWrapper
HttpSessionAdapter
<HttpSession>
Spring Boot

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29. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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Apache Geode Pivotal Cloud Cache

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Pivotal
Cloud Cache

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33. Unless otherwise indicated, these slides are © 2013 -2018 Pivotal Software, Inc. and licensed under a Creative Commons
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Cloud-Native Data Patterns
In-Memory, Clustered & Distributed
 Caching
 Look-Aside Caching
 Near Caching
 Inline Caching
 Distributed Compute (Map/Reduce)
 Streaming
 Data Modeling (KV)
 Partitioning (Sharding), Grouping,
Replication/Redundancy
 Collocation, Indexing
 Eviction/Expiration Policies
 Off-Heap Memory, Compression
 Topologies: client/server, multi-site
(WAN)
 Management, Monitoring, Security

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Shifting Responsibility…

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References
 Spring Boot for Apache Geode & Pivotal Cloud Cache:
 https://github.com/spring-projects/spring-boot-data-geode
 Apache Geode
 https://geode.apache.org/
 Pivotal Cloud Cache
 https://docs.pivotal.io/p-cloud-cache/1-7/index.html
 Examples
 https://github.com/jxblum/counter-service

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Thank You

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