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smi-spec
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docs
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.NET Aspire is the best way to experiment with Dapr during local development
Dapr documentation
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Picking an architecture
I agree with the general sentiment here that you should try to keep things simple as long as possible. In addition to that, try to use frameworks such as Dapr, that allow you to postpone certain architectural decisions. Since Dapr runs everywhere where Kubernetes runs, it doesn't really matter which cloud provider you pick. Also, when it comes to pub/sub brokers, state stores, or secret stores, when using Dapr components you can easily swap those out.
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Mechanism for managing faulty consumer in asynchronous event broadcast in microservices / modular monolith
I'm mostly familiar with orchestration type sagas, and there I usually include retries when calling services and compensation actions in case calls completely fail. It really helps if you're using a framework, such as Dapr, to do most of the heavy lifting. You can apply resiliency policies to service calls and with the latest version, there's now a Workflow API to orchestrate your services.
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Service Mesh Considerations
One other option that is worth mentioning is Dapr. Dapr is a microservices building block that developers can use to develop microservices. There is a bit of overlap between Dapr and service meshes and the Dapr team has done a good job of comparing the two here. The biggest takeaway when comparing the two is that Dapr does not provide traffic routing/splitting. So if you need these capabilities, then yes, you will need a service mesh.
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Virtual Actors : Dapr vs Orleans
There was a similar issue with the code examples to get/set state, so I created a GitHub issue for them.
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Image Recognition App using GoLang | Tensorflow | WasmEdge | Dapr | Docker
It is an Image Recognition Application made using Go Language, works on a Tensorflow model and it requires Dapr and WasmEdge runtime for execution.
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Tech Talks: Building Event-Driven Apps with Dapr in Kubernetes
Dapr Docs
smi-spec
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A Comprehensive Guide to API Gateways, Kubernetes Gateways, and Service Meshes
The Service Mesh Interface (SMI) specification was created to solve this portability issue.
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Service Mesh Use Cases
> I suspect if a Service Mesh is ultimately shown to have broad value, one will make it's way into the K8S core
I'm not so sure. I suspect it'll follow the same roadmap as Gateway API, which it already kind of is with the Service Mesh Interface (https://smi-spec.io/)
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Service Mesh Considerations
It is very common that a service mesh deploys a control plane and a data plane. The control plane does what you might expect; it controls the service mesh and gives you the ability to interact with it. Many service meshes implement the Service Mesh Interface (SMI) which is an API specification to standardize the way cluster operators interact with and implement features.
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Kubernetes: Cross-cluster traffic scheduling - Access control
Before we start, let's review the SMI Access Control Specification. There are two forms of traffic policies in osm-edge: Permissive Mode and Traffic Policy Mode. The former allows services in the mesh to access each other, while the latter requires the provision of the appropriate traffic policy to be accessible.
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Announcing osm-edge 1.1: ARM support and more
osm-edge is a simple, complete, and standalone service mesh and ships out-of-the-box with all the necessary components to deploy a complete service mesh. As a lightweight and SMI-compatible Service Mesh, osm-edge is designed to be intuitive and scalable.
- KubeCon 2022 - Jour 1
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Kubernetes State Of The Union — KubeCon 2019, San Diego
I started on Monday, attending ServiceMeshCon2019. My guesstimate is that about 1000 people attended it. I believe Service Mesh is playing such a crucial role in scaling cloud native technologies that large scale cloud-native deployments may not be possible without service mesh. Just like you cannot really succeed in deploying a microservices based application without a microservices orchestration engine, like Kubernetes, you cannot scale the size and capacity of a microservices-based application without service mesh. That’s what makes it so compelling to see all the service mesh creators — Istio, Linkerd, Consul, Kuma — and listen to them. There was also a lot of discussion of SMI (Service Mesh Interface) — a common interface among all services mesh. The panel at the end of the day included all the major service mesh players, and some very thought provoking questions were asked and answered by the panel.
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GraphQL - Usecase and Architecture
Do you need a Service Mesh?
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Introducing the Cloud Native Compute Foundation (CNCF)
In the episode with Annie, she gave a great overview of the CNCF and a handful of projects that she's excited about. Those include Helm, Linkerd, Kudo, Keda and Artifact Hub. I gave a bonus example of the Service Mesh Interface project.
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Service Mesh Interface
SMI official website: https://smi-spec.io
What are some alternatives?
dapr-wasm - A template project to demonstrate how to run WebAssembly functions as sidecar microservices in dapr
cni - Container Network Interface - networking for Linux containers
CAP - Distributed transaction solution in micro-service base on eventually consistency, also an eventbus with Outbox pattern
cloudwithchris.com - Cloud With Chris is my personal blogging, podcasting and vlogging platform where I talk about all things cloud. I also invite guests to talk about their experiences with the cloud and hear about lessons learned along their journey.
Orleans.CosmosDB - Orleans providers for Azure Cosmos DB
emissary - open source Kubernetes-native API gateway for microservices built on the Envoy Proxy
jaeger - CNCF Jaeger, a Distributed Tracing Platform
pipy - Pipy is a programmable proxy for the cloud, edge and IoT.
dapr - Dapr is a portable, event-driven, runtime for building distributed applications across cloud and edge.
osm-edge - osm-edge is a lightweight service mesh for the edge-computing. It's forked from openservicemesh/osm and use pipy as sidecar proxy.
cloud-dapr-demo - Demo of Dapr runtime and seamless integration of cloud providers
kubefed - Kubernetes Cluster Federation