How to deploy and connect your Replit front-end with VALDI cloud | VALDI posted on the topic | LinkedIn (2025)

A K8s cluster is a complex orchestration of a vast multitude of components. Having the right instrumentation strategy of the cluster is essential, not just for optimization, but for operability and reliability as well.Here's a quick guide to what a well optimized K8s looks like. #Kubernetes #K8s #Compute #Cloud #SaaS https://lnkd.in/gzUSisQk

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Optimizing K8s requires effective instrumentation, strategic node provisioning, autoscaling, workload configuration, and a culture of cost optimization. Using tools and data-driven insights ensures efficient, lean, and cost-effective cluster management. Read this blog for more insights.#kubernetes #k8s #observability

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Kubernetes (or K8s) can be a very effective and a cost efficient tool if utilized well. The key to this is having a well optimized Kubernetes cluster.Learn more about the key focus areas for a well optimized K8s below:#Kubernetes #Observability #FinOps

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ByteByteGo shares a diagram that showcases the top 4 Kubernetes Service types. In Kubernetes, a Service is a way to expose a network application in the cluster. By using a Service, a set of Pods become available on the network for users to interact with. The four types of Kubernetes services are ClusterIP, NodePort, LoadBalancer, and ExternalName. The "type" property in the Service's specification determines how the service is exposed to the network. ClusterIP is the default and most common service type. Kubernetes assigns a cluster-internal IP address to ClusterIP service, making it only reachable within the cluster. NodePort exposes the service outside of the cluster by adding a cluster-wide port on top of ClusterIP. LoadBalancer exposes the Service externally using a cloud provider's load balancer. ExternalName maps a Service to a domain name and is commonly used to create a Service within Kubernetes to represent an external database.#kubernetes #kubernetescluster

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Top 4 Kubernetes Service Types in one diagram.In Kubernetes, a Service is a means of exposing a network application within the cluster. Services make a set of Pods available on the network for user interaction.There are four types of Kubernetes services: ClusterIP, NodePort, LoadBalancer, and ExternalName. The "type" property in the Service's specification determines how the service is exposed to the network.🔹 ClusterIP➡️ ClusterIP is the default and most common service type. Kubernetes assigns a cluster-internal IP address to the ClusterIP service, making it reachable only within the cluster.🔹 NodePort➡️ This exposes the service outside the cluster by adding a cluster-wide port on top of ClusterIP. Users can access the service via NodeIP:NodePort.🔹 LoadBalancer➡️ This exposes the Service externally using a cloud provider's load balancer.🔹 ExternalName➡️ ExternalName maps a Service to a domain name, commonly used to represent an external database within Kubernetes.

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Effortless Deployment: Setting Up Your Modular LLM Backend Server on VALDI CloudIn this tutorial, we'll guide you step-by-step through the process of deploying your Backend Server on Valdi, making server management a breeze. Learn how to harness the power of Valdi to seamlessly host and scale your backend infrastructure, ensuring optimal performance for your applications. Whether you're a seasoned developer or just getting started, this video provides valuable insights into simplifying the deployment process. Join us and take the first step towards a robust and scalable backend with Valdi. #BackendDevelopment #ServerDeployment #Valdi #DevOps #CloudHostingVALDI cloud includes H100s, A100s, L40s, 4090s, A6000s and many more HPC GPUs for your cloud computing needs at the most reasonable prices. Join at https://valdi.ai/

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Did you know? All major cloud providers now offer ARM-based processors for your cloud instances! These processors deliver significant performance and cost-efficiency improvements compared to traditional x86 architectures.Here's a quick rundown:Increased Performance: ARM processors can deliver up to 70% better price-performance for specific workloads, making them ideal for cloud-native applications and containerized environments.Cost Optimization: Many cloud providers offer competitive pricing for ARM instances, allowing you to optimize your cloud spend without sacrificing performance.Scalability & Sustainability: ARM's efficient architecture is well-suited for large-scale deployments, and its lower power consumption contributes to a more sustainable cloud footprint.Ready to explore the potential of ARM in your cloud environment?Check out the resources below!AWS Graviton: https://lnkd.in/dmKG4AYAzure Arm-based VMs: https://lnkd.in/dbPS7AQPGCP Tau T2A VMs: https://lnkd.in/gY8yWnG2#cloudcomputing #ARM #aws #azure #gcp #performanceoptimization #costeffectiveness #sustainability #infomagnus

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Automated cloud cost optimization tools deliver greater savings with less effort than DIY. Xosphere is the Easy Button for Spot automation: ➡️Install Xosphere software in minutes. ➡️Add Xosphere Tags to ASGs, Containers, or EC2 instance clusters. ➡️Now sit back and enjoy the Xosphere automated savings!Cut your EC2 costs in half or more (typical Xosphere Spot savings is 50-80% compared to On-Demand). This link will schedule your personal demonstration: https://lnkd.in/dsibkiKE#ec2 #aws #kubernetes #k8s #costoptimization #finops #gcp #googlecloud #SpotVM Xosphere FinOps Foundation

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How do you choose the best instance type for your Kubernetes cluster?When using an 8 GB/2vCPU instance, are all the memory and CPU available to pods?The Kubernetes instance calculator answers those questions and a lot more! https://lnkd.in/g3yd96mjThis is what you can do:💰 Estimate costs for your workloads based on requests and instance sizes.🔝 Explore instance overcommitment and efficiency.📈 Identify over and underspending by model error rates on your actual memory and CPU usage.⚖️ Compare instances between different cloud providers.You can find the Kubernetes instance calculator here: https://lnkd.in/g3yd96mjThe calculator can estimate an instance size but doesn't have access to runtime performance. If your goal is to estimate usage based on actual metrics, you should check out the sponsor of this calculator: PerfectScale https://lnkd.in/g_zEfbjWFinally, Daniele, an instructor at Learnk8s, runs a webinar this Thursday to give you a hands-on tour of its features. You can sign up here: https://lnkd.in/gNB-zzVh

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Tap the link to read how NetApp Cloud Volumes ONTAP Flash Cache joins with Computer-Aided Design (EDA) and that improves EDA applications by utilizing cloud-based Flash cache for faster and more efficient performance!👉 https://lnkd.in/d56tMb8M#netappcloud #eda #googlecloud #cloudbrainy

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