Achraf Ben Said

💡 TipOPS of the day 👨‍💻 👩‍💻 A team created a GKE cluster with 3 nodes (for high availability) to test their applications, if all tests are ok, they can deploy to production cluster with the same GKE configuration. How can we improve this architecture ? 👉 We can create a GKE cluster with only one node with autoscale and use spot VM because it's not a critical environment (this practice will reduce GKE invoice). To optimise cost and resources, a scheduler can be created to shutdow the pods every night (outside office hours) and during the weekend. For production, autoscale is a recommanded practice and choose the most optimised compute engine. If you have another tips about this subject, share it 😄 #cloud #gke #GoogleCloud #kubernetes #architect #devops

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Terraform Simplified: Build Your Infrastructure Smarter! Ever wondered how cloud infrastructure gets built seamlessly? The answer lies in Infrastructure as Code (IaC) tools like Terraform Let’s break it down: 🔹 Write : Developers create configuration files using reusable code. It’s like crafting a recipe for your infrastructure! 🔹 Plan : Preview changes before applying them, ensuring your infrastructure matches the desired state. 🔹 Apply: Terraform works its magic, talking to cloud providers (AWS, Azure, GCP, and more) to create, update, or delete resources as needed. 🔹 Infra Ready : Voilà! Your infrastructure is provisioned and ready to use, supporting your applications. Terraform empowers developers to manage infrastructure efficiently, ensuring scalability and reliability. 🚀 Are you using Terraform, or curious about starting? Let’s discuss best practices, challenges, or success stories. Share your thoughts below! #devops #terraform #cloudcomputing #iac

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Unable to create an instance in AWS DMS albiet everything looks good ? How to ensure your code locates the default subnet ? The complexity increases whilst the only approach to implement is via CDK for Terraform. Check my below article to overcome this issue. #AWS #DMS #CDKTF

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𝟏𝟐 𝐄𝐬𝐬𝐞𝐧𝐭𝐢𝐚𝐥 𝐌𝐢𝐜𝐫𝐨𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬 𝐁𝐞𝐬𝐭 𝐏𝐫𝐚𝐜𝐭𝐢𝐜𝐞𝐬 𝐟𝐨𝐫 𝐒𝐜𝐚𝐥𝐚𝐛𝐥𝐞 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞𝐬 ✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧ 🚀 Elevate your microservices approach with these foundational strategies: 1️⃣ 𝐃𝐨𝐜𝐤𝐞𝐫 Orchestrate containers seamlessly with Docker Daemon and a registry for storing images, simplifying deployment. 2️⃣ 𝐂𝐨𝐧𝐭𝐚𝐢𝐧𝐞𝐫 𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧 Deploy and manage applications with orchestration tools like Kubernetes, allowing for robust multi-node management. 3️⃣ 𝐂𝐚𝐜𝐡𝐢𝐧𝐠 Boost performance with distributed caching, reducing load on your databases by storing frequently accessed data. 4️⃣ 𝐒𝐢𝐧𝐠𝐥𝐞 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 Centralized DB access keeps data consistent but may introduce bottlenecks if not managed effectively. 5️⃣ 𝐃𝐢𝐬𝐭𝐫𝐢𝐛𝐮𝐭𝐞𝐝 𝐓𝐫𝐚𝐜𝐢𝐧𝐠 Track requests across services, helping with troubleshooting and monitoring in a microservices landscape. 6️⃣ 𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 & 𝐓𝐫𝐚𝐜𝐢𝐧𝐠 Achieve full visibility across your tech stack, ensuring effective performance monitoring and early issue detection. 7️⃣ 𝐂𝐞𝐧𝐭𝐫𝐚𝐥𝐢𝐳𝐞𝐝 𝐋𝐨𝐠𝐠𝐢𝐧𝐠 Gather logs from all microservices in one place to streamline troubleshooting and analysis. 8️⃣ 𝐄𝐯𝐞𝐧𝐭 𝐁𝐮𝐬 Facilitate asynchronous, event-driven communication between services, enhancing decoupling and responsiveness. 9️⃣ 𝐒𝐞𝐫𝐯𝐢𝐜𝐞 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫𝐲 Automate inter-service connections with a service registry and load balancer, ensuring smooth service interaction. 🔟 𝐋𝐨𝐚𝐝 𝐁𝐚𝐥𝐚𝐧𝐜𝐢𝐧𝐠 Distribute incoming requests evenly, optimizing scalability and resilience. 1️⃣1️⃣ 𝐀𝐏𝐈 𝐆𝐚𝐭𝐞𝐰𝐚𝐲 Simplify client access with a unified entry point that handles routing, authentication, and rate limiting. 1️⃣2️⃣ 𝐂𝐥𝐨𝐮𝐝 𝐏𝐫𝐨𝐯𝐢𝐝𝐞𝐫 Leverage cloud-hosted infrastructure for on-demand scalability and flexibility. ✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧✦ ✧ #Microservices #BestPractices #Docker #Kubernetes #Caching #ContainerOrchestration #DistributedTracing #Monitoring #Logging #EventDrivenArchitecture #ServiceDiscovery #LoadBalancing #APIGateway #CloudComputing #DevOps

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👋 Hey ! Have you ever wondered whether you should use Docker images or Zip files for your AWS Lambda function? Hope this last article will help you 😉

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Comparativa de rigor. OpenSearch vs. Elasticsearch https://lnkd.in/e9E6WA3D OpenSearch no es Elasticsearch https://lnkd.in/etZfWkx2 What is OpenSearch? https://lnkd.in/eHewFijg

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This just in! 🚀 Amazon Web Services (AWS) and Orange are bringing AWS Wavelength to Morocco! 🇲🇦 This marks a significant milestone for IT professionals and cloud enthusiasts across Africa. AWS Wavelength allows customers to build and deploy ultra-low latency applications by embedding AWS compute and storage services directly into Orange's 5G network. This initiative is poised to enhance data governance and align the region with cutting-edge innovations from AWS, the leader in cloud computing. Users can now create cloud-native applications with minimal latency, meeting stringent data residency requirements and leveraging the power of 5G for real-time responsiveness. More details in the link below 👇 #aws #awscloud #amazon #orange #morocco #5G #cloudcomputing #innovation #datagovernance #latency #technology Sources:

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Do you really need to glamorize using Kubernetes? What if your application can be managed with Docker itself? Let's delve into why and when we might choose Kubernetes over Docker. #Docker #Kubernetes https://lnkd.in/ge7Fm7sP

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🎯 You shouldn't miss this last chat about #PostgreSQL and #Compression with Nikolay Samokhvalov and Michael Christofides from Postgres.FM brought. 🔥 My #suggestion? While listening to the #podcast #chat, access the video's #information for a #collection of #blogs and #publications about #compression on the #Postgres #World. 🐘 #databases #postgres #data #compression #cpucycles #toast

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Apache Hive is a data warehouse open source project to provide data querying and analysis capabilities supoorting SQL. The new release includes several features to leverage Iceberg: - Advanced Snapshot management - Branches & Tags support - DML (insert/update/delete/merge) - COW & MOR modes - Vectorised Reads & Writes - Table migration command - LOAD DATA statements support - Partition-level operations support - Improved statistics (column stats support)

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🚀 𝐒𝐢𝐦𝐩𝐥𝐢𝐟𝐲 𝐲𝐨𝐮𝐫 𝐃𝐞𝐯𝐎𝐩𝐬 𝐠𝐚𝐦𝐞!  Learn how to seamlessly orchestrate containers with Docker Compose and Ansible for efficient, scalable deployments. 🐳🤖 🚀 #𝐃𝐞𝐯𝐎𝐩𝐬 #𝐃𝐨𝐜𝐤𝐞𝐫𝐂𝐨𝐦𝐩𝐨𝐬𝐞 #𝐀𝐧𝐬𝐢𝐛𝐥𝐞 #𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 #𝐓𝐞𝐜𝐡𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 #𝐂𝐨𝐧𝐭𝐚𝐢𝐧𝐞𝐫𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧

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Fantastic data points by Ajit Inamdar on Amazon ECS !! Using Amazon ECS from tiny workloads to large production grade deployments is a no-brainer, and you let AWS handle all the heavy lifting of container orchestration and yes, you can also leverage your existing AWS skills to get started. #aws #containers #amazonecs

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❓ 𝐅𝐀𝐐: Do you really need a GraphQL server to expose your REST, SOAP,... APIs as GraphQL? ✔ 𝐀𝐧𝐬𝐰𝐞𝐫: No, you don't. What if you could also seamlessly integrate multiple APIs into a single GraphQL schema? 👀 Prospects are looking for solutions that allow them to manage their existing API endpoints effectively, and exposing them as GraphQL. 🔝 We get bonus points enabling the merge different endpoint responses into one unique GraphQL endpoint, making data easily accessible to frontends and removing the need for clients to make multiple calls. Could this drastically simplify how you handle data across your applications? 💥 And the WOW kicks in when you tell them that they can merge SOAP, GraphQL, and REST together in the same schema! Have you thought of how exactly you can stitch your SOAP, GQLs and REST APIs together to expose them as a unified GraphQL endpoint? #apimanagement #integration #apigateway #opensource #graphql

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I’m happy to share that I’ve obtained a new certification: Certified Kubernetes Administrator (CKA)! 🎓 from The Linux Foundation! This certification validates my expertise in managing Kubernetes clusters, container orchestration, and automating processes in production environments. #Kubernetes #CKA #Certification #DevOps #CloudNative #Containerization #Infrastructure #DigitalTransformation #DevOpsLife #Kuber

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💲𝐊𝐮𝐛𝐞𝐫𝐧𝐞𝐭𝐞𝐬 𝐅𝐢𝐧𝐎𝐩𝐬: 𝐀 𝐆𝐮𝐢𝐝𝐞 𝐟𝐨𝐫 𝟐𝟎𝟐𝟒 ✦✦ ▓▓▓▓▓▓▓▓▓▓▓ https://lnkd.in/gR6fFaHw ▓▓▓▓▓▓▓▓▓▓▓▓▓▓ Explore how Kubernetes and FinOps come together to optimize costs in a cloud-native environment in 2024. This guide helps you maximize the efficiency of your Kubernetes infrastructure while proactively managing cloud expenses. Whether you're a DevOps engineer or an IT finance leader, learn the tools and best practices for optimized resource management and cost reduction with Kubernetes FinOps.

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