Euro Info - Serverless without Lock-in

Transcript

1. @kevindubois.com Cloud Agnostic Serverless Kevin Dubois Sr. Principal Developer Advocate, Red Hat
2. @kevindubois.com Kevin Dubois ★ Sr. Principal Developer Advocate at Red Hat ★ From/Based in Belgium 󰎐 ★ 🗣 Speak English, Dutch, French, Italian ★ Open Source Contributor (Quarkus, Camel, Knative, ..) ★ Java Champion youtube.com/@thekevindubois linkedin.com/in/kevindubois github.com/kdubois @kevindubois.com @kevindubois@mastodon.social
3. @kevindubois.com https://www.cncf.io/blog/2023/12/20/cncf-cloud-native-finops-cloud-financial-management-microsurvey/
4. @kevindubois.com Serverless “Serverless computing refers to the concept of building and running applications that do not require server management. It describes a finer-grained deployment model where applications, bundled as one or more functions are uploaded to a platform and then executed, scaled, and billed in response to the exact demand needed at the moment” -- CNCF Definition, https://www.cncf.io/blog/2018/02/14/cncf-takes-first-step-towards-serverless-computing/
5. @kevindubois.com overprovisioned & wasting resources underprovisioned & unhappy users! Traditional Deployments NOT Serverless
6. @kevindubois.com Serverless Use only what you need! with Serverless
7. @kevindubois.com with serverless workloads Efficient Node Utilization == Less Nodes == Energy + Cost Savings
8. @kevindubois.com Rapid increase in Serverless Adoption in the wild - DataDog Survey Source: https://www.datadoghq.com/state-of-serverless/
9. @kevindubois.com AWS Lambda, Functions... Built around the FaaS components and other services such as API Gateways. It enabled a variety of use cases but it is far from ideal for general computing and with room for improvements. 1.0 ➔ HTTP and other few Sources ➔ Functions only ➔ Limited execution time (5 min) ➔ No orchestration ➔ Limited local development experience FaaS
10. @kevindubois.com
11. @kevindubois.com • Regulatory changes • Outages • Price changes, contract renegotiations • Other vendor offers better services • New CIO/CTO • Shadow IT • … What if …
12. @kevindubois.com
13. @kevindubois.com Writing cloud agnostic functions
14. @kevindubois.com Example: Java & Serverless
15. @kevindubois.com Supersonic. Subatomic. Java
16. @kevindubois.com Quarkus + Native (via GraalVM) 0.016 Seconds Quarkus + JVM (via OpenJDK) 0.943 Seconds Traditional Cloud-Native Stack 4.3 Seconds Supersonic, Subatomic Java Quarkus + Native (via GraalVM) 12 MB Quarkus + JVM (via OpenJDK) 73 MB Traditional Cloud-Native Stack 136 MB
17. @kevindubois.com github.com/serverless-java-in-action/examples
18. @kevindubois.com quarkus create app myfunction \ -x funqy-amazon-lambda
19. @kevindubois.com DEMO
20. @kevindubois.com
21. @kevindubois.com AWS Lambda, Functions... Built around the FaaS components and other services such as API Gateways. It enabled a variety of use cases but it is far from ideal for general computing and with room for improvements. 1.0 ➔ HTTP and other few Sources ➔ Functions only ➔ Limited execution time (5 min) ➔ No orchestration ➔ Limited local development experience Serverless Containers With the advent of containers & Kubernetes, many frameworks and solutions started to auto-scale containers. Cloud providers created offerings using managed services completely abstracting Kubernetes APIs. 1.5 ➔ Fargate, Cloud Run, Container Instances ➔ Knative, KEDA, etc ➔ Kubernetes based auto-scaling ➔ Microservices and Functions ➔ Easier to debug & test locally ➔ Polyglot & Portable Serverless is evolving...
22. @kevindubois.com
23. @kevindubois.com Knative https://github.com/knative
24. @kevindubois.com Immutable revisions Deploy new features: performing canary, A/B or blue-green testing with gradual traffic rollout with no sweat and following best practices. Any programming language Use any programming language or runtime of choice. From Java, Python, Go and JavaScript to Quarkus, SpringBoot or Node.js. No need to configure number of replicas, or idling. Scale to zero when not in use, auto scale to thousands during peak, with built-in reliability and fault-tolerance. Automatic scaling Simplified developer experience to deploy applications/code on serverless containers abstracting infrastructure & focusing on what matters. Containers made easy Ready for the Hybrid Cloud Truly portable serverless running anywhere Kubernetes runs, that is on-premises or on any public cloud. Leverage data locality and SaaS when needed. prem aws azur e Event Driven Architectures Build loosely coupled & distributed apps connecting with a variety of built-in or third-party event sources or connectors powered by Operators. Knative is an Open Source, Cloud Agnostic Solution to build Serverless and Event Driven Applications on Kubernetes Knative
25. @kevindubois.com $ kn func create -l quarkus myfunc $ kn func deploy $ kn service create myservice --image=xyz github.com/serverless-java-in-action/examples
26. @kevindubois.com AWS Lambda, Functions... Built around the FaaS components and other services such as API Gateways. It enabled a variety of use cases but it is far from ideal for general computing and with room for improvements. 1.0 ➔ HTTP and other few Sources ➔ Functions only ➔ Limited execution time (5 min) ➔ No orchestration ➔ Limited local development experience Serverless Containers With the advent of containers & Kubernetes, many frameworks and solutions started to auto-scale containers. Cloud providers created offerings using managed services completely abstracting Kubernetes APIs. 1.5 ➔ Fargate, Cloud Run, Container Instances ➔ Knative, KEDA, etc ➔ Kubernetes based auto-scaling ➔ Microservices and Functions ➔ Easier to debug & test locally ➔ Polyglot & Portable Integration, State, Workflow Logic The maturity and benefits of Serverless are recognized industry wide and it adds the missing parts to make pattern suitable for general purpose workloads and used on the enterprise. 2.0 ➔ Basic state handling ➔ Enterprise Integration Patterns ➔ Serverless Logic Workflows ➔ Advanced Messaging Capabilities ➔ Blended with your PaaS ➔ Enterprise-ready event sources ➔ Solutions and outcome focused
27. @kevindubois.com
28. @kevindubois.com Knative Eventing Eventing is a set of APIs for routing events from Producers to Consumers (known as Sinks) CloudEvent specification allows for the creation of Serverless components that are driven by Event rather than Traffic
29. @kevindubois.com CloudEvents CNCF graduated project - https://cloudevents.io/ Provides a common event schema => Interoperability, portability Extensible through extension attributes SDKs for different programming languages Protocol-agnostic (HTTP, AMQP, MQTT, …) Wide adoption
30. @kevindubois.com Knative Eventing Usage Patterns Source to Sink
31. @kevindubois.com Knative Eventing Usage Patterns Channel and Subscription
32. @kevindubois.com Knative Eventing Usage Patterns Broker and Trigger
33. @kevindubois.com Who wants more demos?
34. @kevindubois.com
35. @kevindubois.com
36. @kevindubois.com github.com/kdubois/CamelQuarkusVoter
37. @kevindubois.com 37 Serverless Logic: Building an application by orchestrating services and events EXT. SERVICE MICRO SERVICE MICRO SERVICE MICRO SERVICE EXT. SERVICE MICRO SERVICE MICRO SERVICE EXT. SERVICE MICRO SERVICE MANAGED SERVICE MICRO SERVICE F F F F F F F F MICRO SERVICE +
38. @kevindubois.com Serverless + AI ? https://knative.dev/docs/about/case-studies/deepc/ https://github.com/kserve/kserve
39. @kevindubois.com Wrapping it up… • Cloud providers offer a LOT of cool stuff • We need to be mindful of cloud lock-in • Serverless is much more than just FAAS • Use Open Source when you can, proprietary services when you must • If you find yourself limited by Open Source solutions, contribute and participate!
40. @kevindubois.com Free Developer e-Books & Tutorials! developers.redhat.com/eventtutorials
41. @kevindubois.com Serverless Java in Action Kevin Dubois & Daniel Oh
42. @kevindubois.com Get started Sign up at developers.redhat.com Find out more about Red Hat’s project and products, and what it offers developers
43. @kevindubois.com Thank you! youtube.com/@thekevindubois linkedin.com/in/kevindubois github.com/kdubois @kevindubois.com @kevindubois@mastodon.social slides