Five-Layer Architecture

The AtonixCorp Platform

Every layer engineered for enterprise scale – working together as one unified, programmable infrastructure.

Layer 1

Compute

From bare-metal VMs to managed Kubernetes clusters and serverless functions, AtonixCorp Compute delivers the processing power your applications demand. Powered by AMD EPYC 4005 Zen 5 processors with liquid cooling and 3× the bandwidth of conventional hardware.

Virtual Machines – Flexible CPU/RAM/storage profiles, OpenStack Nova backend, live migration
Managed Kubernetes – Production clusters with auto-upgrades, node auto-provisioning, multi-zone HA
Container Runtime – Docker and containerd runtimes with OCI-compliant image registry
Serverless Functions – Event-driven compute with sub-millisecond cold starts
GPU Clusters – NVIDIA-accelerated nodes for AI, ML, HPC, and rendering workloads
Bare Metal – Dedicated physical servers with no hypervisor overhead

Hardware Specifications

CPU ArchitectureAMD EPYC 4005 Zen 5
CoolingLiquid-cooled
Bandwidth3× industry standard
GPU SupportNVIDIA A100 / H100
HypervisorOpenStack Nova + KVM
Network Fabric25 / 100 GbE
Availability99.99% SLA

Layer 2

Storage

Resilient, high-performance storage across three tiers – automatically optimizing cost and latency based on access patterns. S3-compatible APIs ensure seamless integration with every major framework and toolchain.

Object Storage – S3-compatible, unlimited scale, multi-region replication, versioning
Block Storage – NVMe-backed persistent volumes, live resize, snapshot policies
File Storage – NFS/SMB shared file systems for legacy workloads and shared access
Intelligent Caching – ML-driven prefetch and eviction for predictable low latency
Automated Tiering – Move data between Hot, Warm, and Cold tiers based on policies
Encryption at Rest – AES-256 with customer-managed keys and FIPS 140-2 compliance

Storage Tiers

Hot Tier<10ms latency
Warm Tier10–100ms latency
Cold / GlacierArchival, cost-optimized
S3 API CompatibilityFull AWS S3 v4
Replication3-way multi-region
Durability99.999999999%
Block IOPSUp to 500,000

Layer 3

Networking

Fully programmable networking from the hypervisor to the edge. Software-defined virtual private clouds, global load balancing, and built-in security give your applications the connectivity they need – without the complexity.

Software-Defined Networking (SDN) – Fully programmable via API/Terraform, Calico CNI
Virtual Private Clouds (VPCs) – Private, isolated network spaces with custom CIDR ranges
Load Balancers – L4 (TCP/UDP) and L7 (HTTP/HTTPS) with health checks and session affinity
CDN – Global content delivery with edge caching across multiple points of presence
DDoS Protection – Always-on volumetric and application-layer attack mitigation
Web Application Firewall (WAF) – OWASP ruleset with custom rule authoring

Network Specifications

Core Fabric25 / 100 GbE
SDN ControllerOpenStack Neutron + Calico
LB TypesL4 TCP/UDP + L7 HTTP/S
CDNMulti-region edge
DDoS CapacityMultiple Tbps
Latency (same DC)<1ms
RoutingBGP Anycast

Layer 4

Automation & Orchestration Engine (AOE)

The Automation Orchestration Engine (AOE) is the operational backbone of AtonixCorp. From CI/CD pipelines to self-healing infrastructure, AOE means you spend less time managing infrastructure and more time building product.

CI/CD Pipelines – GitHub Actions, GitLab CI, and built-in pipeline runners with artifact caching
Terraform Integration – Native providers for all AtonixCorp resources, remote state backend
GitOps with Argo CD – Declarative continuous delivery with drift detection and reconciliation
Auto-scaling – Horizontal Pod Autoscaler, Cluster Autoscaler, and custom metrics scaling
Self-healing – Automatic restart, rescheduling, and failover with configurable policies
Kubernetes Operators – Custom resource definitions and controllers for stateful applications

AOE Capabilities

IaCTerraform, Pulumi, Helm
GitOpsArgo CD, Flux CD
Pipeline RunnersNative + GitHub Actions
Scaling TriggersCPU, Memory, Custom
Self-heal MTTR<30 seconds
RollbackAutomated blue/green
Secrets MgmtVault + K8s Secrets

Layer 5

AI Intelligence

AI is not a feature in AtonixCorp – it is woven into the infrastructure itself. From predictive scaling that anticipates load spikes to autonomous security remediation, the platform gets smarter over time.

Predictive Scaling – ML models forecast demand and scale resources proactively
Anomaly Detection – Real-time detection of performance deviations and security threats
Autonomous Security – Automated threat response, policy enforcement, and incident remediation
Vector Search – Native vector database support for AI-native application development
Intelligent Routing – AI-optimized traffic distribution based on latency and resource health
Cost Optimization – Continuous right-sizing recommendations and waste elimination

AI / ML Stack

GPU SupportNVIDIA A100 / H100
FrameworksPyTorch, TensorFlow
Vector DBpgvector, Qdrant
MLOpsMLflow, Kubeflow
InferenceONNX, Triton Server
Prediction HorizonUp to 30 min ahead
Detection Latency<5 seconds

Cross-Layer

Security

Security is not bolted on – it is built into every layer. Zero-trust principles govern every connection, every API call, and every workload. Compliance frameworks are automated, not audited after the fact.

Zero-Trust Architecture – mTLS between all services, identity-aware proxy, least-privilege RBAC
Encryption – TLS 1.3 in transit, AES-256 at rest, customer-managed keys (BYOK)
Compliance – SOC 2 Type II, HIPAA, GDPR, ISO 27001 ready
Audit Logging – Immutable, tamper-evident logs for every API action and resource change
Secrets Management – HashiCorp Vault integration with dynamic secrets and automatic rotation
Vulnerability Scanning – Trivy container scanning, CodeQL analysis, automated CVE patching

Compliance & Standards

SOC 2Type II Certified
HIPAABAA Available
GDPRDPA Available
Encryption (Transit)TLS 1.3
Encryption (Rest)AES-256
Key ManagementBYOK + HSM
Pen TestingAnnual third-party

Ready to Explore the Platform?

Read the full documentation or talk to our solutions team about your architecture.