Cloud-Native: Microservices, Kubernetes, Service Mesh, CI/CD

25h 25m 22s
English
Paid
June 22, 2024

In this course, we’re going to learn how to Design and Build Cloud-Native Apps with Microservices Architecture, Kubernetes Deployments, Communications, Backing Services, CI/CD pipelines and Monitoring Patterns and Best Practices.

Cloud-native is a huge topic that need to organize how to digest all topics well. We will follow Cloud-Native Trial Map that starts with Containerization and Orchestrations, and continues with CI/CD, Service Meshes, Scalability, Distributed Databases.. In every step, we will follow Cloud-native Pillars, with learning Cloud-Native architecture and visit Cloud-Native tools, explore and understand these tools, design architecture with these tools and finally develop +20 Hands-on real-world project on Kubernetes clusters.

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# Title Duration
1 Introduction 07:10
2 Cloud Types: Private/On-premises, Public and Hybrid Cloud 03:48
3 Multi-Cloud Strategy 01:31
4 Evolution of Cloud Platforms: Cloud Hosting Models: IaaS - CaaS - PaaS - FaaS 02:53
5 Cloud-Native Application Architecture 04:34
6 Evolution of Application Architectures: Monolithic, Microservices, Serverless 02:57
7 Deep Dive into Cloud-Native Pillars - Course Section Flow 04:54
8 Way of Learning - The Course Flow 04:22
9 Hands-on Projects 07:05
10 How to Follow the Course & Course Slides 03:35
11 What is Cloud-Native ? 02:28
12 Cloud Native Definition from CNCF 01:37
13 What Is Cloud Native Architecture ? 01:27
14 Cloud Native Architecture Design Principles and Key Characteristics 03:17
15 Benefits of Cloud-Native Architectures 01:40
16 Challenges of Cloud-Native Architectures 02:57
17 The Cloud Path of Legacy Applications - Modernization of Legacy Apps with Cloud 05:47
18 Introduction - Cloud-Native Fundamentals - Conway's Law and 12 Factor App 00:48
19 The Conway's Law 01:54
20 The impact of Conway's Law on Cloud-Native Microservices 03:40
21 12-Factors - The Twelve-Factor Application 04:56
22 I. Codebase - The Twelve-Factor Application 01:35
23 II. Dependencies - The Twelve-Factor Application 02:26
24 III. Config - The Twelve-Factor Application 02:27
25 IV. Backing services - The Twelve-Factor Application 02:14
26 V. Build, release, run - The Twelve-Factor Application 03:15
27 VI. Processes - The Twelve-Factor Application 01:33
28 VII. Port binding - The Twelve-Factor Application 01:24
29 VIII. Concurrency - The Twelve-Factor Application 02:06
30 IX. Disposability - The Twelve-Factor Application 02:23
31 X. Dev/prod parity - The Twelve-Factor Application 01:29
32 XI. Logs - The Twelve-Factor Application 01:33
33 XII. Admin processes - The Twelve-Factor Application 01:32
34 Introduction - Cloud-Native Deep Dive - Landscape, TrialMap and Pillars 00:26
35 Cloud Native Computing Foundation (CNCF) 01:56
36 Quick Tour on Cloud Native Computing Foundation (CNCF) 04:37
37 What Is the CNCF Landscape ? 06:33
38 Deep Dive into CNCF Landscape Categories 08:20
39 Complicated with CNCF Projects ? - Funny Break 01:53
40 CNCF Cloud Native Trail Map 04:34
41 The Four Pillars of Cloud-Native Applications 01:22
42 All Cloud Native Pillars - Extended for Course Structure 04:54
43 Introduction to Pillar1: Microservices 01:51
44 12-Factor App and Cloud-native Trial Map - Microservices 03:28
45 Evolution of Architectures; Monolithic, Microservices, Serverless 02:57
46 What are Microservices ? 01:26
47 What is Microservices Architecture ? 01:51
48 Microservices Characteristics 03:09
49 Benefits of Microservices Architecture 04:04
50 Challenges of Microservices Architecture 04:03
51 When to Use Microservices Architecture - Best Practices 03:13
52 When Not to Use Microservices - Anti-Patterns of Microservices 03:10
53 Monolithic vs Microservices Architecture Comparison 02:39
54 The Database-per-Service Pattern - Polygot Persistence 02:37
55 Explore: Languages and Frameworks for Microservices 04:23
56 Explore: Cloud-Native Microservices Frameworks 05:23
57 Explore: Cloud Managed and Serverless Microservices Frameworks 04:05
58 Design: Cloud-Native Microservices Architecture - Way of Learning 01:00
59 Understand E-Commerce Domain: Analysis and Decompose E-Commerce Microservices 04:12
60 Identifying and Decomposing Microservices for E-Commerce Domain 01:50
61 Design: Cloud-Native E-commerce Microservices Architecture 03:19
62 Choose Microservices Language and Frameworks for Cloud-Native Microservices 03:12
63 Reference Project: .Net Microservices - Cloud-Native E-commerce App 08:35
64 Reference Project: AWS Serverless Microservices - Cloud-Native E-commerce App 09:15
65 Introduction - Hands-on: Develop a RESTful Microservices with CRUD endpoints 02:29
66 Primary Programming Languages and Frameworks among Microservices Developers 02:00
67 Why .Net for Microservices Development ? 04:38
68 Install Prerequisites 05:20
69 Developing Product Microservices 08:31
70 Run the Application - Product Microservices 07:04
71 Create Product Microservices with AWS Serverless Services: AWS Lambda, API Gw 01:57
72 Hands-on: Create Product Microservices with AWS Lambda, API Gateway and DynamoDB 04:42
73 Introduction to Pillar2: Containers 01:26
74 12-Factor App and Cloud-native Trial Map - Containers 03:25
75 Evolution of Cloud Platforms: Cloud Hosting Models: IaaS - CaaS - PaaS - FaaS 06:59
76 What are Container ? 02:45
77 Why use Containers for developing Cloud-native Microservices ? 02:49
78 Best Practices of using Containers 03:04
79 How Containers Works ? 02:52
80 What is Container Runtimes ? 02:17
81 What is a Container Registry ? 02:45
82 Containerization: Running Microservices in Containers 02:39
83 What is Docker ? 00:56
84 Docker Containers, Images, and Registries 01:57
85 Docker Architecture 03:29
86 Explore Container tools: Container Runtimes, Registries, Deployments 04:04
87 Explore: Container Registries 04:24
88 Explore: Container Deployment Options 03:36
89 Explore: Cloud Container Services: Abstraction Level of Container Deployments 07:36
90 Explore The Most Popular Container Images: Redis, Postgres, ElasticSearch, Kafka 03:04
91 Design: Cloud-Native E-commerce Microservices Architecture with Containers 03:38
92 Reference Project: .Net Microservices - Cloud-Native E-commerce App 04:28
93 Build and Run Microservices with Docker Compose 11:27
94 Introduction - Hands-on: Containerize .Net Microservices with Docker 01:18
95 Install Prerequisites 01:29
96 Write Dockerfile for Product Microservices 05:38
97 Create Docker Image for Product Microservices 03:21
98 Run Docker Image for Product Microservices 06:56
99 Push Docker Image to Docker Hub for Product Microservices 04:28
100 Deploy Container to Cloud: AWS Apprunner, Google Cloud Run, Azure Container Inst 06:24
101 Prepare your AWS Environment: AWS Account, IAM User, Programmatic Access Key 07:42
102 Download and Configure AWS CLI for Programmatic Access 06:41
103 Hands-on: Pushing Docker Image to Amazon Elastic Container Registry (ECR) 05:54
104 Deploy ProductService Container to AWS AppRunner 06:40
105 IMPORTANT - CLEAR AWS RESOURCES 02:00
106 Introduction to Container Orchestrators 01:25
107 12-Factor App and Cloud-native Trial Map - Container Orchestrators 02:13
108 Cloud-native Trial Map - Container Orchestrators 02:12
109 Why need Orchestrator for Containers ? 02:29
110 What are Container Orchestrators ? 02:36
111 Container Orchestrators Usage for Cloud-native Microservices 04:19
112 Best Practices of using Container Orchestrators 03:27
113 How Container Orchestrators works ? 03:28
114 Explore: Container Orchestrator tools: Kubernetes, Docker Swarm, Apache Mesos 03:49
115 Explore: Cloud Container Orchestrator tools: EKS, GKS, AKS, Red Hat OpenShift 05:04
116 Datadog Container Reports: Kubernetes is defacto standard for Containers 03:36
117 Design: Cloud-Native E-commerce Microservices Architecture with Container Orch 03:48
118 Design with Managed Kubernetes Services - Cloud-Native E-commerce Microservices 02:30
119 Introduction - Deep Dive into Kubernetes - Defacto Standart for Containers 00:38
120 CNCF 2022 Annual Survey - The year cloud native became the new normal 04:03
121 Kubernetes is Emerging as the 'Operating System' of the Cloud 03:14
122 Cloud-Native Landscape and Trial Map - Kubernetes: Container Orchestrator 02:19
123 What Is Kubernetes and why we use them for microservices deployments ? 01:09
124 Uses Cases of Kubernetes 01:53
125 Kubernetes Architecture 04:41
126 Kubernetes Components: Pods, ReplicaSet, Deployments, Service 04:35
127 How Kubernetes Works 04:37
128 Declarative and Imperative way of Kubernetes 03:44
129 Introduction - Hands-on: Deploy Microservices to Kubernetes 00:53
130 Install Minikube and kubectl 02:06
131 Getting Started with Minikube 05:08
132 ASP.NET Container Expose Port - CONFIGURE TO LISTEN - 0.0.0.0:8080 11:26
133 Create a Pod 04:24
134 Apply a Pod in K8s 08:27
135 Why Should not Create Pod on Kubernetes ? 03:16
136 Create a Deployment on Kubernetes 05:05
137 Apply a Deployment in K8s 03:47
138 Create a Service on K8s 06:40
139 Apply a Service in K8s 04:56
140 Best Practice of Creating Deployment and Services for Microservices 03:08
141 Create Ingress for External Access of Product Microservice 10:04
142 Create ConfigMaps and Secrets for Product Microservice 08:40
143 Scale a Container Instance in Kubernetes 09:53
144 Kubernetes Deploy and Service with Minikube 04:30
145 Clean up resources 03:40
146 Introduction - Helm : Managing Kubernetes Applications with Helm 00:31
147 Cloud-Native Landscape and Trial Map - Helm: Managing Kubernetes Applications 02:09
148 What is Helm and Helm Charts ? 04:26
149 Benefits of Helm Charts and Artifact Hub for Centralized Repository 04:33
150 How Helm Charts is works ? 03:19
151 Understanding Helm Chart Structure 01:54
152 Install and Use Helm 03:57
153 Getting Started with Helm: Install and Launch Wordpress Helm from ArtifactHub 15:28
154 Hands-on Lab: Deploy Product Microservices with Helm Charts 16:27
155 Introduction to Cloud-Native Communications 01:36
156 12-Factor App and Cloud-native Trial Map - Cloud-Native Communications 01:49
157 Cloud-native Trial Map - Cloud-Native Communications 01:41
158 Communications in Cloud-Native Architectures 03:23
159 Microservices Communication Types: Synchronous or Asynchronous Communication 04:33
160 Microservices Communication Styles: Request-Driven or Event-Driven Architecture 05:29
161 Microservices Synchronous Communications and Best Practices 01:31
162 Designing HTTP based RESTful APIs for Microservices 03:04
163 gRPC: High Performance Remote Procedure Calls 01:36
164 How gRPC works ? 01:10
165 gRPC Usage in Microservices Communication 02:00
166 CN Communication Patterns: API Gateway Pattern 02:47
167 A Request Flow of API Gateway Pattern 03:15
168 CN Communication Patterns: Service Registry/Discovery Pattern 03:22
169 CN Communication Patterns: Sidecar Pattern 04:10
170 CN Communication Patterns: Service Mesh Pattern 03:14
171 Service Mesh Communication in Cloud-Native Microservices 03:30
172 Explore: CN Communication tools: Service Proxy (envoy), API Gateway(kong) 01:24
173 Explore: CN Communication tools: Service Proxy (envoy, nginx, haproxy) 04:24
174 Explore: CN Communication tools: API Gateway(kong, krakenD, kubeGateway) 04:40
175 Explore: CN Communication tools: Service Meshes (istio, linkerd) 04:12
176 Explore: Cloud Serverless Communication tools: AWS, Azure Service Proxy, API Gw 02:47
177 Service Meshes are still early and Istio dominates usage 02:04
178 Design: Cloud-Native E-commerce Microservices Architecture with Service Meshes 04:09
179 Design with Cloud Managed Services - AWS API Gateway, Service Mesh 01:49
180 Introduction Hands-on: Deploy Microservices to Kubernetes w/ Service Mesh Istio 01:34
181 What is Istio Service Mesh and How Istio Service Mesh works ? 03:56
182 Getting Started Hands-on - The Architecture with Istio and Envoy 06:38
183 Download and Install Istio Service Mesh onto Minikube K8s cluster 02:47
184 Install Istio 01:48
185 Deploy the Microservices Application 04:42
186 Open the Application to Outside Traffic with Istio Ingress Gateway 05:57
187 View the dashboard - Deploy the Kiali dashboard, along with Prometheus, Grafana 06:12
188 Analysis the Dashboard 06:19
189 Uninstall Istio Workloads 05:05
190 Introduction to Cloud-Native Backing Services: Databases, Caching,Message Broker 01:57
191 12-Factor App - Cloud-Native Backing Services 01:46
192 Cloud-native Trial Map - Cloud-Native Backing Services 01:44
193 Dynatrace Kubernetes Report - Kubernetes Growth Areas are Open Source Databases 03:57
194 Backing Services for Cloud-Native Microservices 06:50
195 Starting to CN Data Management, Caching, Message Brokers (K8s and Serverless) 01:58
196 Introduction to CN Data Management (K8s and Serverless Databases) 00:59
197 Cloud-native Trial Map – Backing Services: Databases 01:55
198 Database as a Service - DBaaS for Cloud-Native Microservices 04:39
199 Relational Databases 02:14
200 No-SQL Databases 01:14
201 NoSQL Databases Types - Document, Key-value, Graph-based, Column-based Databases 03:23
202 When to Use Relational Databases ? 02:48
203 When to Use No-SQL Databases ? 03:59
204 Best Practices When Choosing Data Store - Use Right Tool for Right Job 03:32
205 How to Choose a Database for Microservices 04:29
206 NewSQL Databases 03:02
207 Comparison with Relational, NoSQL and NewSQL Databases 03:10
208 The Rise of the Kubernetes Native Database and Architecture 06:50
209 Most Usage Databases in Kubernetes for Cloud-Native Apps 02:26
210 Explore: CN Databases: Horizontally Scalable Distributed Cloud-native Databases 01:51
211 Explore: Relational Databases: PostgreSQL, MySQL, Oracle, SQL Server 03:24
212 Explore: NoSQL Databases: MongoDB, Redis, Cassandra 03:11
213 Explore: NewSQL Kubernetes Database: Vitess, TiDB, TiKV, CockroachDB, YugabyteDB 04:00
214 Explore: Kubernetes Databases: YugabyteDB: The Scalable Cloud Native Database 07:30
215 Explore: CN Kubernetes Databases: Vitess: Scalable. Reliable. MySQL-compatible. 02:44
216 Explore: CN Kubernetes Databases: CockroachDB: A distributed SQL database built 05:51
217 Explore: Cloud Serverless Databases: Amazon DynamoDB, Azure CosmosDB, Google DB 06:01
218 Design: Cloud-Native E-commerce Microservices with Relational and NoSQL Database 02:05
219 Design: Cloud-Native E-commerce Microservices with NewSQL Kubernetes Databases 03:29
220 Design with Cloud Serverless Databases: AWS DynamoDB, Aurora DB, Azure CosmosDB 03:27
221 Introduction - Hands-on: Deploy CockroachDB in a Single Kubernetes Cluster 03:37
222 What is Kubernetes Operator and Why use Operators ? 03:08
223 Step 1. Start Kubernetes - minikube start 01:22
224 Step 2. Start CockroachDB - Deploy CockroachDB in a Single Kubernetes Cluster 05:02
225 Step 2.1 Start CockroachDB - Initialize the cluster - Apply the custom resource 04:31
226 Step 3. Use the built-in SQL client 06:20
227 Step 4. Access the DB Console 04:34
228 Step 5. Simulate node failure and node scales 04:42
229 Step 6. Stop the cluster 03:42
230 Introduction - Hands-on: Building RESTful Microservices with Serverless 02:38
231 What Is Amazon DynamoDB ? 01:57
232 Amazon DynamoDB Core Concepts - Tables, Items, Attributes, Indexes 03:42
233 Create a DynamoDB Table 00:57
234 Create a Lambda Function 04:24
235 Create an API Gateway 04:00
236 Test - RESTful Microservices with AWS Lambda, Api Gateway and DynamoDb 02:27
237 AWS Console microservice-http-endpoint Lambda Blueprint 02:10
238 Resource Cleanup 01:02
239 Introduction to CN Caching (K8s and Serverless Caching) 01:27
240 Cloud-native Trial Map – Backing Services: Caching 01:43
241 What is Caching ? 01:31
242 Types of Caching 01:20
243 Distributed Caching in Microservices 02:54
244 Cache Hit and Cache Miss 01:28
245 Caching Strategies in Distributed Caching for Microservices 05:01
246 Cache-Aside Pattern for Microservices 03:29
247 Best Practices of using Cache in Cloud-native Apps 04:19
248 Explore: CN Caching: Horizontally scalable Distributed Caches 01:38
249 Explore: CN Distributed Caches: Redis, Memcached, TiKV, etcd 03:21
250 Explore: Cloud Serverless Caches: Amazon ElastiCache, Azure Cache for Redis 02:51
251 Explore: Upstash Redis: Serverless fully managed globally distributed Redis 01:33
252 Design: Cloud-Native E-commerce Microservices with Distributed Caching 04:25
253 Design with Cloud Serverless Caches - AWS ElastiCache, Azure Cache for Redis 02:24
254 Introduction - Hands-on: Deploy Redis Cache in a Single Kubernetes Cluster 01:52
255 Hands-on: Deploy Redis Cache in a Single Kubernetes Cluster with Minikube 03:09
256 Start Redis - Deploying Redis Cluster in Kubernetes with Bitnami Helm Charts 03:06
257 Use the built-in Redis Client - Run Redis Commands on Redis Interactive Terminal 03:53
258 Simulate Redis Node Failure and Node Scales 05:55
259 Stop the cluster - Clear Resources 02:54
260 Hands-on: Create Cache Cluster with Amazon ElastiCache for Redis 01:52
261 Create Redis Cache Cluster with Amazon ElastiCache for Redis 05:24
262 Introduction to Cloud-Native Message Brokers (Async communication, event-driven) 01:17
263 Cloud-native Trial Map – Backing Services: Message Brokers 02:41
264 Microservices Asynchronous Communication 03:22
265 Benefits of Asynchronous Communication 02:15
266 Challenges of Asynchronous Communication 01:43
267 Fan-Out Publish/Subscribe Messaging Pattern 02:45
268 Topic-Queue Chaining & Load Balancing Pattern 03:16
269 Event-Driven Microservices Architecture 01:57
270 Real-time Processing and High Volume Events in Event-Driven Microservices 01:59
271 Event Hubs and Event Streaming in Event-Driven Microservices Architecture 02:23
272 Real-world Examples of Event-Driven Microservices Architecture 02:26
273 Explore: CN Message Broker: Horizontally Scalable Distributed 01:46
274 Explore: CN Message Brokers: Kafka, RabbitMQ, Redis Pub/Sub, cloudevents 02:33
275 What is Apache Kafka ? 01:38
276 Apache Kafka Use Cases 01:54
277 Kafka Components: Topic, Partitions, Offset and Replication Factor 04:11
278 What is RabbitMQ ? 01:20
279 RabbitMQ Components: Producer, Queue, Consumer, Message, Exchange, Binding, FIFO 01:29
280 Explore: Cloud Serverless Message Brokers: Amazon SNS, EventBridge, Azure Bus 05:07
281 Explore: Upstash Kafka: Message Broker and Memphis.dev for Event Streaming 03:27
282 Design: Cloud-Native E-commerce Microservices with Distributed Message Broker 02:35
283 Design: Event-Driven E-commerce Microservices Architecture with Event Hubs 02:31
284 Design with Cloud Serverless Message Brokers - Amazon SNS - EventBridge 03:48
285 Introduction - Hands-on: Deploy Kafka in Kubernetes Cluster with Minikube 01:26
286 Apache Kafka Cluster Architecture 02:51
287 Apache Kafka Core APIs 02:23
288 Hands-on: Deploy Kafka Message Broker in a Single Kubernetes Cluster w/ Minikube 02:14
289 Start Kafka - Deploying Kafka Cluster in Kubernetes with Bitnami Helm Charts 02:14
290 Use the built-in Kafka Client - Publish and Subscribe Topic with sending message 03:52
291 Simulate Kafka Node Failure and Node Scales 03:47
292 Stop the cluster - Clear Resources 02:31
293 Introduction Hands-on: Amazon SNS Notifications Topic Subscribe From AWS Lambda 01:18
294 Amazon SNS Features and Benefits 01:00
295 Amazon SNS Common Use Cases 01:52
296 Create Notification Amazon SNS topic 01:23
297 Create Lambda Function for Asnyc Invocations from Amazon SNS 02:27
298 Create Lambda Subscription to Amazon SNS topic 03:06
299 Develop Lambda function for incoming event from Amazon SNS topic 03:10
300 Publish Message from Amazon SNS 01:48
301 Clean up Resources 00:36
302 Introduction to Scalability: Kubernetes Horizontal Pod Autoscaler (HPA) and KEDA 01:39
303 12-Factor App - Cloud-Native Scalability 02:14
304 Cloud-native Trial Map - Cloud-Native Scalability 01:39
305 What is Scalability ? 01:32
306 Vertical Scaling - Scale up 01:46
307 Horizantal Scaling - Scale out 01:17
308 Scaling Cloud-native Applications in Kubernetes - Kubernetes Scalability Options 04:48
309 Best Practices of Scaling Cloud-native Applications in Kubernetes 01:30
310 KEDA Event-driven Autoscaling Cloud-native Applications in Kubernetes 05:59
311 Explore:CN Scalability tools: KEDA, Knative, Kubeless, Virtual Kubelet, OpenFunc 06:25
312 Explore: Cloud Serverless Scalability: AWS Fargate, Azure Container Apps 03:17
313 Design: Cloud-Native E-commerce Microservices with Cloud-Native Scalability 05:23
314 Design: Cloud Serverless Scalability: AWS Fargate, Azure Container Apps 04:36
315 Hands-on: Scale Kubernetes Pods (VPA,HPA,KEDA) on a Kubernetes Cluster Minikube 01:03
316 Step 1. Manually Horizontal and Vertical scaling pods into Kubernetes Cluster 07:19
317 Step 2. Horizontal Pod Autoscaler (HPA) to auto scale pods on a Kubernetes 13:09
318 Why needed Kubernetes Event-Driven Autoscaling (KEDA) instead of Horizontal Pod 03:44
319 Step 3. Kubernetes Event-Driven Autoscaling (KEDA) to auto scale pods on a K8s 22:22
320 Hands-on: Auto-scaling Spring Boot Microservices in Kubernetes with Prometheus 11:25
321 Introduction - Deploy on Cloud Serverless Kubernetes - AWS Fargate for EKS 04:19
322 Dynatrace Report: Kubernetes moved to the cloud in 2022 03:45
323 Datadog Report: Serverless Kubernetes grow for all major public clouds 03:25
324 AWS Compute Services: AWS App Runner, ECS, EKS, Fargate, AWS Lambda 03:19
325 Hands-on: Deploying Microservices on Amazon EKS Fargate 01:59
326 Step 1. Installing or updating eksctl to interact Kubernetes Cluster on EKS 04:20
327 Step 2. Create an EKS Cluster with Fargate using eksctl 06:38
328 Step 3. Deploy Nginx microservices on EKS Cluster w/ Fargate using eksctl 03:18
329 Expose Nginx Service on EKS Cluster w/ Fargate using eksctl 03:43
330 Remember Product Microservice 04:18
331 Step 4. Create an ECR repository and Push Docker Image to Container Registry 06:17
332 Step 5. Deploy Product microservices on EKS Cluster w/ Fargate using eksctl 07:47
333 AWS Fargate Auto-scale Deploy Product microservices on EKS Cluster 04:52
334 Clean Up Resources - IMPORTANT 06:55
335 Introduction to Pillar7: Devops, CI/CD, IaC and GitOps 01:51
336 12-Factor App and Cloud-native Trial Map - Devops CI/CD 01:32
337 Cloud-native Trial Map - Devops and CI/CD 00:59
338 Devops in Cloud-native Applications: Devops/DevSecOps, CI/CD, IaC, GitOps 01:38
339 What is DevOps ? How DevOps is Used in Cloud-Native Microservices ? 02:24
340 What is DevSecOps ? - Key Aspects of DevSecOps 02:17
341 DevOps Stages: Software Development and Deployment Lifecycle 03:06
342 Explore: DevOps Tools 02:45
343 What is CI/CD ? How CI/CD used in Cloud-native Microservices ? 02:58
344 CI/CD Pipeline Steps for Microservices Deployments 03:19
345 CI/CD Flow and Tools for Microservices Deployments 03:12
346 Deployment Strategies for Microservices: Blue-green, rolling and canary deploy 02:26
347 Explore: CI/CD Pipelines 01:48
348 Explore: CI/CD Pipelines: GitHub Actions, GitLab CI/CD, Jenkins X, CircleCI 04:54
349 What is GitHub Actions ? 01:35
350 How GitHub Actions work - Components of GitHub Actions 02:42
351 Deploy Microservices to Kubernetes with GitHub Actions 06:30
352 Explore: Cloud Serverless CI/CD Pipelines: Azure Pipelines, AWS CodePipeline 03:25
353 What is IaC ? How IaC used in Cloud-native Microservices ? 02:31
354 IaC usage in Cloud-native Microservices 02:18
355 Explore: IaC Tools 01:42
356 Explore: IaC Tools: Terraform, Ansible, Puppet, Chef, Pulumi 04:47
357 Explore: Terraform - Automate infrastructure on any cloud with Terraform 02:38
358 Terraform IaC Steps - How Terraform Works ? 03:38
359 Explore: Cloud Serverless IaC Tools: AWS CloudFormation, SAM, CDK,Azure Resource 04:26
360 What is GitOps ? How GitOps used in Cloud-native Microservices ? 03:16
361 CNCF 2022 Annual Survey - Organizations Favor GitOps 01:35
362 Key Principles of GitOps 02:13
363 How GitOps Works ? - Steps of GitOps workflow 04:35
364 GitOps Real-world Use Case - Black Friday Sale E-Commerce 04:09
365 Explore: GitOps Tools 01:45
366 CNCF Survey GitOps Tools - Argo and Flux Graduated Projects 01:56
367 Explore: GitOps tools: ArgoCD, Flux, Jenkins X, Codefresh, Tekton 03:29
368 Explore: Argo CD - GitOps Continuous Delivery Tool for Kubernetes 01:56
369 Argo CD deploy microservices in Kubernetes with CI/CD 05:26
370 Design: Cloud-Native E-commerce Microservices with Devops, CI/CD, IaC and GitOps 05:40
371 Hands-on: Terraform IaC provision AWS EC2 instance 01:51
372 Terraform Workflow and Development Loop w/ Terraform Commands 04:04
373 Step 1. Install and Setup Terraform 03:38
374 Terraform Providers 05:41
375 Step 2. Terraform Develop IaC: Write configuration the Desired State 04:52
376 Step 3. Terraform Init: Initializing the Working Directory 02:42
377 Step 4. Terraform Plan: Validate the resource declaration 03:01
378 Step 5. Terraform Apply: Create infrastructure w/ Applying the Plan 04:03
379 Step 6. Change Infrastructure w/ Config Changes and Apply Changes 04:19
380 Step 7. Terraform Variables: Parameterizing the Configuration w/ Input Variables 03:41
381 Step 8. Terraform Destroy: Destroy Infrastructure 02:28
382 Hands-on: GitHub Actions CI/CD for Build & Push Docker Images to DockerHub 01:27
383 Step 1. Create Repository on GitHub 01:03
384 Step 2. Clone Repository and and push Product microservices codes w/ Dockerfile 04:08
385 Step 3. Create GitHub Secrets for DockerHub Username and Token 02:22
386 Step 4. Create and Define a GitHub Actions Workflow File 04:35
387 Step 5. Commit Push and Monitor Workflow, check DockerHub 01:48
388 Step 6. Change code and commit push to monitor new GitHub Actions workflow 03:28
389 Deploy to Kubernetes cluster with GitHub Actions workflow 03:09
390 Introduction to Pillar8: Monitoring & Observability with Distributed Logging and 01:44
391 12-Factor App and Cloud-native Trial Map - Monitoring & Observability 02:01
392 Cloud-native Trial Map - Monitoring & Observability 01:36
393 Monitoring & Observability in Cloud-native Applications: Monitor, Observe, Log 02:11
394 CNCF and Dynatrace Report: Observability show biggest growth in Kubernetes 01:32
395 Why Monitoring Tools increases in K8s Workloads ? 01:53
396 Monitoring in Cloud-native Microservices 03:13
397 Deep Dive into Monitoring Types: System, Service and Application Monitoring 04:34
398 Backing Services Monitoring and Kafka, Redis, DB Metrics 02:51
399 Application Performance and Business Monitoring (APM, ABM) 05:50
400 Microservices Health Checks: Liveness, Readiness and Performance Checks 02:54
401 Explore: Monitoring Tools 01:11
402 Explore: Monitoring Tools: Prometheus, Grafana, Dynatrace, Datadog, New Relic 04:56
403 Prometheus - Open-source monitoring and alerting tool 04:37
404 Prometheus Architecture 07:09
405 How Prometheus Works ? Steps of Monitoring Cloud-native microservices in K8s 03:11
406 Explore: Cloud Serverless Monitoring Tools: Amazon CloudWatch, Google Stackdrive 01:47
407 What is Distributed Logging ? How Distributed Logging used in Cloud-native ms 02:22
408 Microservices Observability with Distributed Logging and Distributed Tracing 04:26
409 Explore: Distributed Logging, Distributed Tracing Tools 02:02
410 Explore: Logging and Tracing Tools: ELK Stack, Fluentd, Jeager, Zipkin 03:55
411 Elastic Stack for Microservices Observability with Distributed Logging 05:38
412 Microservices Distributed Tracing with OpenTelemetry using Zipkin 03:37
413 Explore: Cloud Serverless Logging-Tracing Tools: Amazon CloudWatch, Google Stack 04:29
414 Design: Cloud-Native E-commerce Microservices Architecture with Monitoring 06:43
415 Hands-on: Prometheus & Grafana Monitoring On Kubernetes Using Helm 04:14
416 Step 1. Prepare environment (Start Docker Desktop, minikube k8s cluster and helm 01:53
417 Step 2. Setup and Install Prometheus 05:54
418 Step 3. Access Prometheus Dashboard 06:59
419 Prometheus Metrics, Alerts and Business Custom Metrics 03:04
420 Step 4. Setup and Install Grafana 03:31
421 Step 5. Access Grafana Dashboard 03:20
422 Step 6. Add Grafana Data source for Prometheus Server 02:25
423 Step 7. Create Kubernetes Cluster Dashboard on Grafana 04:26
424 Step 8. Cleanup Resources (helm, kubectl, minikube) 02:10
425 Spring Boot Microservices in Kubernetes Monitor Custom Metrics with Prometheus 08:09
426 Thanks 01:03

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