| AWS | GCP | Azure | |
|---|---|---|---|
| Virtual Private Networks | Uses VPC (Virtual Private Cloud) with dedicated IP ranges | ||
| Hybrid Networking with Direct Connect, VPN. | Uses VPC similar to AWS | ||
| · Customizable IP ranges and subnets | |||
| · Shared VPC to connect multiple resources and projects. | Uses VNet (Virtual Network) | ||
| Deep integration with | |||
| Load Balancing | |||
| - Application Load Balancer | |||
| - Network Load Balancer | |||
| - Global Load Balancer (for multi-region traffic) | Offers Elastic Load Balancing | ||
| Auto scaling support for dynamic workloads. | Provides a Global Load Balancer and Application Gateway | Offers Cloud Load Balancing with global and regional options | |
| · Layer 4 - TCP, UDP messages supported | |||
| DNS Services | AWS Route 53 | ||
| · Latency-based routing | |||
| · Geographical Routing | |||
| · Weighted Routing | GCP Cloud DNS | ||
| · Public and private DNS zones | Azure DNS | ||
| · Custom domain support | |||
| · Caching of support messages. | |||
| CDNs (Content Delivery Networks) | Amazon CloudFront | ||
| · Global network of Edge locations | GCP Cloud CDN | ||
| · Geographic caching | Azure CDN | ||
| · Tracking and Logging not possible |
| AWS | GCP | Azure | |
|---|---|---|---|
| DDoS Protection | AWS Shield | ||
| · Tiered pricing | |||
| Cloud Armor | |||
| · Layer 3/4/7 protection in built | |||
| · Pre-configured rules | Azure DDOS Protection | ||
| · Built-in support | |||
| · Layer 3/4 protection with Standard plan. | |||
| Secret Management | Secrets Manager for storing secrets and certificates | ||
| · Rotation policies for secrets automation | Secret Manager for passwords and certificates | ||
| · Access control using GCP IAM | |||
| · Fewer advanced rotation features compared to Azure/ AWS. | Key Vault for secrets, keys, and certificates | ||
| VPN Capabilities | Supports point-to-site and site-to-site with 10 connections limit per VPN gateway | ||
| · More support for on-prem and hybrid deployments. | Only supports site-to-site VPN connections | ||
| Supports point-to-site and site-to-site with 30 connections limit per VPN gateway | |||
| Compliance and Security Assessment | Amazon Inspector |
Compliance Authorities - ISO 27001, SOC 2, PCI DSS, HIPAA, GDPR | Trust and Security Centre Compliance Authorities - ISO 27001, SOC 2, PCI DSS, HIPAA, GDPR Fewer supported compliance standards. | Azure Security Centre Compliance Authorities - ISO 27001, SOC 2, PCI DSS, HIPAA, GDPR Compliance is their Forte with added localized datacenters in geographies | | WAF (Web Application Firewall) | AWS WAF · Layer 7 protection only · Custom Rule Creation · SQL injection prevention · Cross-site creation IP rate-based rules | Cloud Armor · Pre-configured defense rules. · Layer 3/4/7 Protection. · Machine learning-based defense. **** | Azure Web Application Firewall · Integrated with Application Gateway · Geo-location based rules · OWASP top 10 protection | | Network Security Groups and Firewall rules | AWS Security Groups
| VPS Firewall | Network Security Groups | | Encryption Services | AWS Encryption | Google Cloud KMS | Azure Key Vault | | Security Monitoring and Logging | Amazon GuardDuty · AI powered threat detection and analysis | Cloud Security Command Center | Azure Security Groups | | Zero Trust Network and Architecture | AWS Zero Trust | BeyondCorp Enterprise · Good for remote working enterprises | Azure Active Directory · With Azure AD Conditional, offers hybrid work environments**.** |
| Features | CoreWeave | RunPod | E2E Networks | Lambda Labs | Yotta |
|---|---|---|---|---|---|
| DDoS | Basic functionalities to handle global attacks. | Serverless GPU workload protection. | · Tiered DDoS protection | ||
| · Region-focused offering especially datacentres in India | Basic functionality | · Better offering for enterprises | |||
| Secret Management | · SSL or TLS certificates | · API key security | TLS certificates, authentication keys | ||
| SSL/TLS based offering | Key-Vault like offering, with centralized management | ||||
| VPN Capabilities | Private Networks like VPCs | Basic pod-like clusters for private as well as enterprise networks on which ML workloads can be distributed. | Supports Point-to-Site and Site-to-Site VPNs. | ||
| Multi-GPU cluster-specific networking (no broad public VPN). |
| Enterprise-focused VPN **** | | Compliance and Security | Encryption supported | Multi-region compliance support | ISO 27001, PCI DSS | - | ISO 27001, PCI DSS, HIPAA, etc | | Security Groups and Firewall rules | Available | Pod-based separation | Subnets and services can also be separated | Network based for ML-based infrastructure | Multi-layer security setup |