Cloud Deployment

<h2 id="cloud-deployment-for-geode" class="position-relative d-flex align-items-center group"> Cloud Deployment for Geode <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cloud-deployment-for-geode" aria-haspopup="dialog" aria-label="Share link: Cloud Deployment for Geode"> Share link </button> </h2><div id="headingShareModal" class="heading-share-modal" role="dialog" aria-modal="true" aria-labelledby="headingShareTitle" hidden> <div class="hsm-dialog" role="document"> <div class="hsm-header"> <h2 id="headingShareTitle" class="h6 mb-0 fw-bold">Share this section</h2> <button type="button" class="hsm-close" aria-label="Close"> </button> </div> <div class="hsm-body"> <label for="headingShareInput" class="form-label small text-muted mb-1 text-uppercase fw-bold" style="font-size: 0.7rem; letter-spacing: 0.5px;">Permalink</label> <div class="input-group mb-4 hsm-url-group"> <input id="headingShareInput" type="text" class="form-control font-monospace" readonly aria-readonly="true" style="font-size: 0.85rem;" /> <button class="btn btn-primary hsm-copy" type="button" aria-label="Copy" title="Copy"> </button> </div> <div class="small fw-bold mb-2 text-muted text-uppercase" style="font-size: 0.7rem; letter-spacing: 0.5px;">Share via</div> <div class="hsm-share-grid"> <a id="share-twitter" class="btn btn-outline-secondary w-100" target="_blank" rel="noopener noreferrer"> Twitter </a> <a id="share-linkedin" class="btn btn-outline-secondary w-100" target="_blank" rel="noopener noreferrer"> LinkedIn </a> <a id="share-facebook" class="btn btn-outline-secondary w-100" target="_blank" rel="noopener noreferrer"> Facebook </a> </div> </div> </div> </div> <style> .heading-share-modal { position: fixed; inset: 0; display: flex; justify-content: center; align-items: center; background: rgba(0, 0, 0, 0.6); z-index: 1050; padding: 1rem; backdrop-filter: blur(4px); -webkit-backdrop-filter: blur(4px); } .heading-share-modal[hidden] { display: none !important; } .hsm-dialog { max-width: 420px; width: 100%; background: var(--bs-body-bg, #fff); color: var(--bs-body-color, #212529); border: 1px solid var(--bs-border-color, rgba(0,0,0,0.1)); border-radius: 1rem; box-shadow: 0 25px 50px -12px rgba(0, 0, 0, 0.25); overflow: hidden; animation: hsm-fade-in 0.2s ease-out; } @keyframes hsm-fade-in { from { opacity: 0; transform: scale(0.95); } to { opacity: 1; transform: scale(1); } } [data-bs-theme="dark"] .hsm-dialog { background: #1e293b; border-color: rgba(255,255,255,0.1); color: #f8f9fa; } .hsm-header { display: flex; justify-content: space-between; align-items: center; padding: 1rem 1.5rem; border-bottom: 1px solid var(--bs-border-color, rgba(0,0,0,0.1)); background: rgba(0,0,0,0.02); } [data-bs-theme="dark"] .hsm-header { background: rgba(255,255,255,0.02); border-color: rgba(255,255,255,0.1); } .hsm-close { background: transparent; border: none; color: inherit; opacity: 0.5; padding: 0.25rem 0.5rem; border-radius: 0.25rem; font-size: 1.2rem; line-height: 1; transition: opacity 0.2s; } .hsm-close:hover { opacity: 1; } .hsm-body { padding: 1.5rem; } .hsm-url-group { display: flex !important; align-items: stretch; } .hsm-url-group .form-control { flex: 1; min-width: 0; margin: 0; background: var(--bs-secondary-bg, #f8f9fa); border-color: var(--bs-border-color, #dee2e6); border-top-right-radius: 0; border-bottom-right-radius: 0; height: 42px; } .hsm-url-group .btn { flex: 0 0 auto; margin: 0; margin-left: -1px; border-top-left-radius: 0; border-bottom-left-radius: 0; height: 42px; display: flex; align-items: center; justify-content: center; padding: 0 1.25rem; z-index: 2; } [data-bs-theme="dark"] .hsm-url-group .form-control { background: #0f172a; border-color: #334155; color: #e2e8f0; } .hsm-share-grid { display: flex; flex-direction: column; gap: 0.5rem; } .hsm-share-grid .btn { display: flex; align-items: center; justify-content: center; font-size: 0.9rem; padding: 0.6rem; border-color: var(--bs-border-color); width: 100%; } [data-bs-theme="dark"] .hsm-share-grid .btn { color: #e2e8f0; border-color: #475569; } [data-bs-theme="dark"] .hsm-share-grid .btn:hover { background: #334155; border-color: #cbd5e1; } </style> <script> (function(){ const modal = document.getElementById('headingShareModal'); if(!modal) return; const input = modal.querySelector('#headingShareInput'); const copyBtn = modal.querySelector('.hsm-copy'); const twitter = modal.querySelector('#share-twitter'); const linkedin = modal.querySelector('#share-linkedin'); const facebook = modal.querySelector('#share-facebook'); const closeBtn = modal.querySelector('.hsm-close'); let lastFocus=null; let trapBound=false; function buildUrl(id){ return window.location.origin + window.location.pathname + '#' + id; } function isOpen(){ return !modal.hasAttribute('hidden'); } function hydrate(id){ const url=buildUrl(id); input.value=url; const enc=encodeURIComponent(url); const text=encodeURIComponent(document.title); if(twitter) twitter.href=`https://twitter.com/intent/tweet?url=${enc}&text=${text}`; if(linkedin) linkedin.href=`https://www.linkedin.com/sharing/share-offsite/?url=${enc}`; if(facebook) facebook.href=`https://www.facebook.com/sharer/sharer.php?u=${enc}`; } function openModal(id){ lastFocus=document.activeElement; hydrate(id); if(!isOpen()){ modal.removeAttribute('hidden'); } requestAnimationFrame(()=>{ input.focus(); }); trapFocus(); } function closeModal(){ if(!isOpen()) return; modal.setAttribute('hidden',''); if(lastFocus && typeof lastFocus.focus==='function') lastFocus.focus(); } function copyCurrent(){ try{ navigator.clipboard.writeText(input.value).then(()=>feedback(true),()=>fallback()); } catch(e){ fallback(); } } function fallback(){ input.select(); try{ document.execCommand('copy'); feedback(true);}catch(e){ feedback(false);} } function feedback(ok){ if(!copyBtn) return; const icon=copyBtn.querySelector('i'); if(!icon) return; const prev=copyBtn.getAttribute('data-prev')||icon.className; if(!copyBtn.getAttribute('data-prev')) copyBtn.setAttribute('data-prev',prev); icon.className= ok ? 'fa-duotone fa-clipboard-check':'fa-duotone fa-circle-exclamation'; setTimeout(()=>{ icon.className=prev; },1800); } function handleShareClick(e){ e.preventDefault(); const btn=e.currentTarget; const id=btn.getAttribute('data-share-target'); if(id) openModal(id); } function bindShareButtons(){ document.querySelectorAll('.h-share').forEach(btn=>{ if(!btn.dataset.hShareBound){ btn.addEventListener('click', handleShareClick); btn.dataset.hShareBound='1'; } }); } bindShareButtons(); if(document.readyState==='loading'){ document.addEventListener('DOMContentLoaded', bindShareButtons); } else { requestAnimationFrame(bindShareButtons); } document.addEventListener('click', function(e){ const shareBtn=e.target.closest && e.target.closest('.h-share'); if(shareBtn && !shareBtn.dataset.hShareBound){ handleShareClick.call(shareBtn, e); } }, true); document.addEventListener('click', e=>{ if(e.target===modal) closeModal(); if(e.target.closest && e.target.closest('.hsm-close')){ e.preventDefault(); closeModal(); } if(copyBtn && (e.target===copyBtn || (e.target.closest && e.target.closest('.hsm-copy')))) { e.preventDefault(); copyCurrent(); } }); document.addEventListener('keydown', e=>{ if(e.key==='Escape' && isOpen()) closeModal(); }); function trapFocus(){ if(trapBound) return; trapBound=true; modal.addEventListener('keydown', f=>{ if(f.key==='Tab' && isOpen()){ const focusable=[...modal.querySelectorAll('a[href],button,input,textarea,select,[tabindex]:not([tabindex="-1"])')].filter(el=>!el.hasAttribute('disabled')); if(!focusable.length) return; const first=focusable[0]; const last=focusable[focusable.length-1]; if(f.shiftKey && document.activeElement===first){ f.preventDefault(); last.focus(); } else if(!f.shiftKey && document.activeElement===last){ f.preventDefault(); first.focus(); } } }); } if(closeBtn) closeBtn.addEventListener('click', e=>{ e.preventDefault(); closeModal(); }); })(); </script>Cloud platforms provide scalable, managed infrastructure for deploying Geode graph database systems. This guide covers cloud-native deployment patterns, platform-specific configurations, and best practices for running Geode on AWS, Google Cloud Platform (GCP), and Microsoft Azure. <h3 id="introduction-to-cloud-deployments" class="position-relative d-flex align-items-center group"> Introduction to Cloud Deployments <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="introduction-to-cloud-deployments" aria-haspopup="dialog" aria-label="Share link: Introduction to Cloud Deployments"> Share link </button> </h3>Cloud deployment offers several advantages for database systems: Elasticity: Scale compute and storage resources dynamically based on demand Managed Services: Leverage cloud-provider managed services for storage, networking, and monitoring Global Distribution: Deploy across multiple regions for low-latency access worldwide High Availability: Built-in redundancy and fault tolerance mechanisms Cost Optimization: Pay only for resources used, with options for reserved capacity Automated Operations: Leverage cloud-native tools for backups, patching, and monitoring For Geode, cloud deployments typically use either virtual machines (IaaS), container orchestration (Kubernetes), or a hybrid approach combining both. <h3 id="cloud-architecture-patterns" class="position-relative d-flex align-items-center group"> Cloud Architecture Patterns <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cloud-architecture-patterns" aria-haspopup="dialog" aria-label="Share link: Cloud Architecture Patterns"> Share link </button> </h3> <h4 id="1-single-region-deployment" class="position-relative d-flex align-items-center group"> 1. Single-Region Deployment <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="1-single-region-deployment" aria-haspopup="dialog" aria-label="Share link: 1. Single-Region Deployment"> Share link </button> </h4>Deploy Geode in a single cloud region for applications with localized user bases: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback">┌─────────────────────────────────────┐ │ Cloud Region (us-east-1) │ │ │ │ ┌──────────────────────────────┐ │ │ │ Load Balancer │ │ │ │ (Cloud LB / K8s Ingress) │ │ │ └──────────┬───────────────────┘ │ │ │ │ │ ┌──────────┴───────────────────┐ │ │ │ Geode Cluster (3 nodes) │ │ │ │ - Availability Zone A │ │ │ │ - Availability Zone B │ │ │ │ - Availability Zone C │ │ │ └──────────┬───────────────────┘ │ │ │ │ │ ┌──────────┴───────────────────┐ │ │ │ Persistent Storage │ │ │ │ (EBS / Persistent Disk) │ │ │ └──────────────────────────────┘ │ └─────────────────────────────────────┘ </code></pre></div>Benefits: <ul> <li>Lower latency (single region)</li> <li>Simpler networking</li> <li>Lower data transfer costs</li> <li>Easier management</li> </ul> Use cases: Regional applications, development/staging environments <h4 id="2-multi-region-active-passive" class="position-relative d-flex align-items-center group"> 2. Multi-Region Active-Passive <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="2-multi-region-active-passive" aria-haspopup="dialog" aria-label="Share link: 2. Multi-Region Active-Passive"> Share link </button> </h4>Primary region handles writes, secondary regions provide read replicas: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback">┌──────────────────┐ ┌──────────────────┐ │ Primary Region │ │ Secondary Region │ │ (us-east-1) │ │ (eu-west-1) │ │ │ │ │ │ Geode Primary │──────────> Geode Replica │ │ (Read/Write) │ Async │ (Read-only) │ │ │ Replica │ │ └──────────────────┘ └──────────────────┘ </code></pre></div>Benefits: <ul> <li>Disaster recovery capability</li> <li>Read scaling across regions</li> <li>Geographic distribution</li> </ul> Use cases: Global applications with primary user base in one region <h4 id="3-multi-region-active-active" class="position-relative d-flex align-items-center group"> 3. Multi-Region Active-Active <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="3-multi-region-active-active" aria-haspopup="dialog" aria-label="Share link: 3. Multi-Region Active-Active"> Share link </button> </h4>Multiple regions serve both reads and writes with conflict resolution: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback">┌──────────────────┐ ┌──────────────────┐ │ Region A │ │ Region B │ │ (us-east-1) │<────────>│ (eu-west-1) │ │ │ Bi-dir │ │ │ Geode Cluster │ Sync │ Geode Cluster │ │ (Read/Write) │ │ (Read/Write) │ └──────────────────┘ └──────────────────┘ │ │ └─────────────┬───────────────┘ │ ┌──────────┴──────────┐ │ Region C │ │ (ap-south-1) │ │ Geode Cluster │ │ (Read/Write) │ └─────────────────────┘ </code></pre></div>Benefits: <ul> <li>Global low latency</li> <li>High availability</li> <li>Regional failure tolerance</li> </ul> Use cases: Mission-critical global applications <h3 id="cloud-platform-deployment-guides" class="position-relative d-flex align-items-center group"> Cloud Platform Deployment Guides <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cloud-platform-deployment-guides" aria-haspopup="dialog" aria-label="Share link: Cloud Platform Deployment Guides"> Share link </button> </h3> <h4 id="amazon-web-services-aws" class="position-relative d-flex align-items-center group"> Amazon Web Services (AWS) <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="amazon-web-services-aws" aria-haspopup="dialog" aria-label="Share link: Amazon Web Services (AWS)"> Share link </button> </h4>EC2-Based Deployment: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Launch EC2 instances for Geode cluster aws ec2 run-instances \ --image-id ami-0c55b159cbfafe1f0 \ --count 3 \ --instance-type r6g.2xlarge \ --key-name geode-key \ --security-group-ids sg-0123456789abcdef0 \ --subnet-id subnet-0bb1c79de3EXAMPLE \ --tag-specifications 'ResourceType=instance,Tags=[{Key=Name,Value=geode-node}]' \ --block-device-mappings '[ { "DeviceName": "/dev/sda1", "Ebs": { "VolumeSize": 100, "VolumeType": "gp3", "Iops": 3000, "Throughput": 125 } } ]' </code></pre></div>EBS Volume Configuration: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create EBS volume for data aws ec2 create-volume \ --availability-zone us-east-1a \ --size 1000 \ --volume-type io2 \ --iops 64000 \ --multi-attach-enabled \ --tag-specifications 'ResourceType=volume,Tags=[{Key=Name,Value=geode-data}]' # Attach to EC2 instance aws ec2 attach-volume \ --volume-id vol-0123456789abcdef0 \ --instance-id i-0123456789abcdef0 \ --device /dev/sdf </code></pre></div>Application Load Balancer (for client connections): <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create ALB aws elbv2 create-load-balancer \ --name geode-alb \ --subnets subnet-0bb1c79de3EXAMPLE subnet-0bb1c79de3EXAMPLE2 \ --security-groups sg-0123456789abcdef0 \ --type network \ --ip-address-type ipv4 # Create target group aws elbv2 create-target-group \ --name geode-targets \ --protocol TCP \ --port 3141 \ --vpc-id vpc-0123456789abcdef0 \ --health-check-protocol TCP \ --health-check-port 3141 # Register targets aws elbv2 register-targets \ --target-group-arn arn:aws:elasticloadbalancing:... \ --targets Id=i-0123456789abcdef0 Id=i-0123456789abcdef1 Id=i-0123456789abcdef2 </code></pre></div>EKS Deployment: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml"># eksctl configuration apiVersion: eksctl.io/v1alpha5 kind: ClusterConfig metadata: name: geode-cluster region: us-east-1 version: "1.28" nodeGroups: - name: geode-nodes instanceType: r6g.2xlarge desiredCapacity: 3 minSize: 3 maxSize: 6 volumeSize: 100 volumeType: gp3 volumeIOPS: 3000 volumeThroughput: 125 labels: role: geode tags: Name: geode-node Environment: production </code></pre></div>Deploy with: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash">eksctl create cluster -f cluster-config.yaml # Deploy Geode using Helm helm repo add geode https://charts.geodedb.com helm install geode geode/geode \ --set replicaCount=3 \ --set resources.requests.memory=24Gi \ --set storage.size=1Ti \ --set storage.storageClass=gp3 </code></pre></div>See <a href="/tags/aws/" >AWS</a> for detailed AWS-specific configurations. <h4 id="google-cloud-platform-gcp" class="position-relative d-flex align-items-center group"> Google Cloud Platform (GCP) <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="google-cloud-platform-gcp" aria-haspopup="dialog" aria-label="Share link: Google Cloud Platform (GCP)"> Share link </button> </h4>Compute Engine Deployment: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create instance template gcloud compute instance-templates create geode-template \ --machine-type=n2-highmem-8 \ --image-family=ubuntu-2204-lts \ --image-project=ubuntu-os-cloud \ --boot-disk-size=100GB \ --boot-disk-type=pd-ssd \ --tags=geode-server \ --metadata-from-file=startup-script=install-geode.sh # Create managed instance group gcloud compute instance-groups managed create geode-cluster \ --base-instance-name=geode-node \ --template=geode-template \ --size=3 \ --zone=us-central1-a </code></pre></div>Persistent Disk Configuration: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create persistent disk gcloud compute disks create geode-data-disk \ --size=1000GB \ --type=pd-ssd \ --zone=us-central1-a # Attach to instance gcloud compute instances attach-disk geode-node-1 \ --disk=geode-data-disk \ --device-name=geode-data </code></pre></div>Cloud Load Balancing: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create health check gcloud compute health-checks create tcp geode-health-check \ --port=3141 \ --check-interval=10s \ --timeout=5s # Create backend service gcloud compute backend-services create geode-backend \ --protocol=TCP \ --health-checks=geode-health-check \ --global # Add backends gcloud compute backend-services add-backend geode-backend \ --instance-group=geode-cluster \ --instance-group-zone=us-central1-a \ --global </code></pre></div>GKE Deployment: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create GKE cluster gcloud container clusters create geode-cluster \ --machine-type=n2-highmem-8 \ --num-nodes=3 \ --zone=us-central1-a \ --disk-type=pd-ssd \ --disk-size=100 \ --enable-autoscaling \ --min-nodes=3 \ --max-nodes=10 # Create storage class kubectl apply -f - <<EOF apiVersion: storage.k8s.io/v1 kind: StorageClass metadata: name: geode-storage provisioner: pd.csi.storage.gke.io parameters: type: pd-ssd replication-type: regional-pd volumeBindingMode: WaitForFirstConsumer allowVolumeExpansion: true EOF # Deploy Geode kubectl apply -f geode-statefulset.yaml </code></pre></div>See <a href="/tags/gcp/" >GCP</a> for detailed Google Cloud configurations. <h4 id="microsoft-azure" class="position-relative d-flex align-items-center group"> Microsoft Azure <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="microsoft-azure" aria-haspopup="dialog" aria-label="Share link: Microsoft Azure"> Share link </button> </h4>Virtual Machine Deployment: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create resource group az group create --name geode-rg --location eastus # Create virtual network az network vnet create \ --resource-group geode-rg \ --name geode-vnet \ --address-prefix 10.0.0.0/16 \ --subnet-name geode-subnet \ --subnet-prefix 10.0.1.0/24 # Create VMs for i in 1 2 3; do az vm create \ --resource-group geode-rg \ --name geode-node-$i \ --image Ubuntu2204 \ --size Standard_E8s_v5 \ --vnet-name geode-vnet \ --subnet geode-subnet \ --data-disk-sizes-gb 1000 \ --storage-sku Premium_LRS \ --admin-username geodeadmin \ --generate-ssh-keys done </code></pre></div>Azure Load Balancer: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create load balancer az network lb create \ --resource-group geode-rg \ --name geode-lb \ --sku Standard \ --frontend-ip-name geode-frontend \ --backend-pool-name geode-backend # Create health probe az network lb probe create \ --resource-group geode-rg \ --lb-name geode-lb \ --name geode-health \ --protocol tcp \ --port 3141 # Create load balancing rule az network lb rule create \ --resource-group geode-rg \ --lb-name geode-lb \ --name geode-rule \ --protocol tcp \ --frontend-port 3141 \ --backend-port 3141 \ --frontend-ip-name geode-frontend \ --backend-pool-name geode-backend \ --probe-name geode-health </code></pre></div>AKS Deployment: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create AKS cluster az aks create \ --resource-group geode-rg \ --name geode-aks \ --node-count 3 \ --node-vm-size Standard_E8s_v5 \ --node-osdisk-size 100 \ --enable-managed-identity \ --generate-ssh-keys # Get credentials az aks get-credentials --resource-group geode-rg --name geode-aks # Deploy Geode kubectl apply -f geode-azure-deployment.yaml </code></pre></div>See <a href="/tags/azure/" >Azure</a> for detailed Azure configurations. <h3 id="cloud-native-features" class="position-relative d-flex align-items-center group"> Cloud-Native Features <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cloud-native-features" aria-haspopup="dialog" aria-label="Share link: Cloud-Native Features"> Share link </button> </h3> <h4 id="auto-scaling" class="position-relative d-flex align-items-center group"> Auto-Scaling <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="auto-scaling" aria-haspopup="dialog" aria-label="Share link: Auto-Scaling"> Share link </button> </h4>Horizontal Pod Autoscaling (Kubernetes): <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: autoscaling/v2 kind: HorizontalPodAutoscaler metadata: name: geode-hpa spec: scaleTargetRef: apiVersion: apps/v1 kind: StatefulSet name: geode minReplicas: 3 maxReplicas: 10 metrics: - type: Resource resource: name: cpu target: type: Utilization averageUtilization: 70 - type: Resource resource: name: memory target: type: Utilization averageUtilization: 80 - type: Pods pods: metric: name: geode_queries_per_second target: type: AverageValue averageValue: "500" </code></pre></div>Vertical Pod Autoscaling: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: autoscaling.k8s.io/v1 kind: VerticalPodAutoscaler metadata: name: geode-vpa spec: targetRef: apiVersion: apps/v1 kind: StatefulSet name: geode updatePolicy: updateMode: "Auto" resourcePolicy: containerPolicies: - containerName: geode minAllowed: cpu: 2 memory: 16Gi maxAllowed: cpu: 16 memory: 64Gi </code></pre></div> <h4 id="managed-storage" class="position-relative d-flex align-items-center group"> Managed Storage <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="managed-storage" aria-haspopup="dialog" aria-label="Share link: Managed Storage"> Share link </button> </h4>AWS EBS CSI Driver: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: storage.k8s.io/v1 kind: StorageClass metadata: name: geode-ebs provisioner: ebs.csi.aws.com parameters: type: gp3 iops: "16000" throughput: "1000" encrypted: "true" kmsKeyId: arn:aws:kms:us-east-1:123456789012:key/... allowVolumeExpansion: true volumeBindingMode: WaitForFirstConsumer </code></pre></div>GCP Persistent Disk: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: storage.k8s.io/v1 kind: StorageClass metadata: name: geode-pd provisioner: pd.csi.storage.gke.io parameters: type: pd-ssd replication-type: regional-pd disk-encryption-kms-key: projects/PROJECT/locations/LOCATION/keyRings/KEYRING/cryptoKeys/KEY allowVolumeExpansion: true </code></pre></div>Azure Managed Disks: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: storage.k8s.io/v1 kind: StorageClass metadata: name: geode-disk provisioner: disk.csi.azure.com parameters: storageaccounttype: Premium_LRS kind: Managed diskEncryptionSetID: /subscriptions/.../diskEncryptionSets/... allowVolumeExpansion: true </code></pre></div> <h4 id="cloud-monitoring-integration" class="position-relative d-flex align-items-center group"> Cloud Monitoring Integration <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cloud-monitoring-integration" aria-haspopup="dialog" aria-label="Share link: Cloud Monitoring Integration"> Share link </button> </h4>AWS CloudWatch: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">import boto3 from geode_client import Client cloudwatch = boto3.client('cloudwatch') async def publish_geode_metrics(): client = Client(host="geode.aws.internal", port=3141) async with client.connection() as conn: # Get metrics from Geode result, _ = await conn.query(""" MATCH (n) RETURN count(n) AS node_count """) # Publish to CloudWatch cloudwatch.put_metric_data( Namespace='Geode', MetricData=[ { 'MetricName': 'NodeCount', 'Value': result.bindings[0]['node_count'], 'Unit': 'Count' } ] ) </code></pre></div>GCP Cloud Monitoring: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">from google.cloud import monitoring_v3 client = monitoring_v3.MetricServiceClient() project_name = f"projects/{project_id}" # Create custom metric for Geode series = monitoring_v3.TimeSeries() series.metric.type = "custom.googleapis.com/geode/queries_per_second" series.resource.type = "gce_instance" point = series.points.add() point.value.double_value = qps point.interval.end_time.seconds = int(time.time()) client.create_time_series(name=project_name, time_series=[series]) </code></pre></div>Azure Monitor: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python">from azure.monitor.ingestion import LogsIngestionClient client = LogsIngestionClient(endpoint, credential) # Send Geode metrics to Azure Monitor client.upload( rule_id=rule_id, stream_name=stream_name, logs=[ { "timestamp": datetime.now().isoformat(), "metric": "query_latency_ms", "value": 25.4, "instance": "geode-node-1" } ] ) </code></pre></div> <h3 id="cloud-cost-optimization" class="position-relative d-flex align-items-center group"> Cloud Cost Optimization <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cloud-cost-optimization" aria-haspopup="dialog" aria-label="Share link: Cloud Cost Optimization"> Share link </button> </h3> <h4 id="right-sizing-instances" class="position-relative d-flex align-items-center group"> Right-Sizing Instances <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="right-sizing-instances" aria-haspopup="dialog" aria-label="Share link: Right-Sizing Instances"> Share link </button> </h4>Geode resource requirements by workload: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"># Calculate required resources def calculate_instance_size(workload): """ Determine optimal cloud instance type based on workload. """ if workload['nodes'] < 100_000 and workload['qps'] < 100: # Small workload return { 'aws': 'r6g.large', # 2 vCPU, 16 GiB RAM 'gcp': 'n2-highmem-2', # 2 vCPU, 16 GB RAM 'azure': 'Standard_E2s_v5' # 2 vCPU, 16 GiB RAM } elif workload['nodes'] < 1_000_000 and workload['qps'] < 500: # Medium workload return { 'aws': 'r6g.2xlarge', # 8 vCPU, 64 GiB RAM 'gcp': 'n2-highmem-8', # 8 vCPU, 64 GB RAM 'azure': 'Standard_E8s_v5' # 8 vCPU, 64 GiB RAM } else: # Large workload return { 'aws': 'r6g.8xlarge', # 32 vCPU, 256 GiB RAM 'gcp': 'n2-highmem-32', # 32 vCPU, 256 GB RAM 'azure': 'Standard_E32s_v5' # 32 vCPU, 256 GiB RAM } </code></pre></div> <h4 id="reserved-capacity" class="position-relative d-flex align-items-center group"> Reserved Capacity <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="reserved-capacity" aria-haspopup="dialog" aria-label="Share link: Reserved Capacity"> Share link </button> </h4>AWS Reserved Instances: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Purchase 1-year reserved instance aws ec2 purchase-reserved-instances-offering \ --reserved-instances-offering-id <offering-id> \ --instance-count 3 </code></pre></div>GCP Committed Use Discounts: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash">gcloud compute commitments create geode-commitment \ --plan=12-month \ --resources=vcpu=24,memory=192GB \ --region=us-central1 </code></pre></div>Azure Reserved VM Instances: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash">az reservations reservation-order purchase \ --reservation-order-id <order-id> \ --sku Standard_E8s_v5 \ --location eastus \ --quantity 3 \ --term P1Y </code></pre></div> <h4 id="storage-tiering" class="position-relative d-flex align-items-center group"> Storage Tiering <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="storage-tiering" aria-haspopup="dialog" aria-label="Share link: Storage Tiering"> Share link </button> </h4>Move infrequently accessed data to cheaper storage: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># AWS S3 lifecycle policy for Geode backups aws s3api put-bucket-lifecycle-configuration \ --bucket geode-backups \ --lifecycle-configuration '{ "Rules": [ { "Id": "Archive old backups", "Status": "Enabled", "Transitions": [ { "Days": 30, "StorageClass": "STANDARD_IA" }, { "Days": 90, "StorageClass": "GLACIER" } ] } ] }' </code></pre></div> <h3 id="cloud-security-best-practices" class="position-relative d-flex align-items-center group"> Cloud Security Best Practices <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="cloud-security-best-practices" aria-haspopup="dialog" aria-label="Share link: Cloud Security Best Practices"> Share link </button> </h3> <h4 id="network-security" class="position-relative d-flex align-items-center group"> Network Security <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="network-security" aria-haspopup="dialog" aria-label="Share link: Network Security"> Share link </button> </h4>VPC Configuration: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-hcl" data-lang="hcl"># Terraform configuration for AWS VPC resource "aws_vpc" "geode" { cidr_block = "10.0.0.0/16" tags = { Name = "geode-vpc" } } resource "aws_subnet" "private" { count = 3 vpc_id = aws_vpc.geode.id cidr_block = "10.0.${count.index}.0/24" availability_zone = data.aws_availability_zones.available.names[count.index] tags = { Name = "geode-private-${count.index}" } } # Security group resource "aws_security_group" "geode" { name = "geode-sg" description = "Security group for Geode" vpc_id = aws_vpc.geode.id ingress { from_port = 3141 to_port = 3141 protocol = "tcp" cidr_blocks = ["10.0.0.0/16"] # Internal only } egress { from_port = 0 to_port = 0 protocol = "-1" cidr_blocks = ["0.0.0.0/0"] } } </code></pre></div> <h4 id="encryption" class="position-relative d-flex align-items-center group"> Encryption <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="encryption" aria-haspopup="dialog" aria-label="Share link: Encryption"> Share link </button> </h4>Encryption at rest (all cloud providers support): <ul> <li>Encrypted EBS volumes (AWS)</li> <li>Encrypted persistent disks (GCP)</li> <li>Encrypted managed disks (Azure)</li> </ul> Encryption in transit: <ul> <li>Geode uses TLS 1.3 with QUIC protocol</li> <li>All client-server communication encrypted</li> </ul> <h4 id="iam-and-access-control" class="position-relative d-flex align-items-center group"> IAM and Access Control <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="iam-and-access-control" aria-haspopup="dialog" aria-label="Share link: IAM and Access Control"> Share link </button> </h4>AWS IAM Role for Geode: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-json" data-lang="json">{ "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "ec2:DescribeInstances", "ec2:DescribeVolumes", "s3:PutObject", "s3:GetObject", "cloudwatch:PutMetricData" ], "Resource": "*" } ] } </code></pre></div> <h3 id="related-topics" class="position-relative d-flex align-items-center group"> Related Topics <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="related-topics" aria-haspopup="dialog" aria-label="Share link: Related Topics"> Share link </button> </h3><ul> <li><a href="/tags/aws/" >AWS</a> : Amazon Web Services deployment guide</li> <li><a href="/tags/gcp/" >GCP</a> : Google Cloud Platform deployment guide</li> <li><a href="/tags/azure/" >Azure</a> : Microsoft Azure deployment guide</li> <li><a href="/tags/containers/" >Containers</a> : Container deployment patterns</li> <li><a href="/tags/orchestration/" >Orchestration</a> : Kubernetes orchestration</li> <li><a href="/tags/infrastructure/" >Infrastructure</a> : Infrastructure as Code</li> <li><a href="/tags/deployment/" >Deployment</a> : General deployment strategies</li> </ul> <h3 id="further-reading" class="position-relative d-flex align-items-center group"> Further Reading <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="further-reading" aria-haspopup="dialog" aria-label="Share link: Further Reading"> Share link </button> </h3><ul> <li>Cloud Deployment Guide: <code>/docs/deployment/cloud/</code></li> <li>Multi-Cloud Strategy: <code>/docs/deployment/multi-cloud/</code></li> <li>Cloud Cost Optimization: <code>/docs/operations/cloud-cost-optimization/</code></li> <li>Cloud Security: <code>/docs/security/cloud-security/</code></li> <li>Disaster Recovery: <code>/docs/operations/disaster-recovery/</code></li> </ul>

Popular

Related Articles