| Capability | Description | Typical Use‑Case | |------------|-------------|------------------| | Ingestion Engine | Supports batch, streaming, and API‑based inputs; native connectors for HTTP, FTP, Kafka, S3, and DBMS. | Real‑time sensor feeds, nightly ETL jobs. | | Schema‑agnostic Parsing | Auto‑detects JSON, XML, CSV, Avro, Parquet; applies configurable mapping rules. | Consolidating logs from multiple services. | | Transformation Pipeline | Visual drag‑and‑drop builder; includes filtering, enrichment, masking, and custom script nodes (Python/JavaScript). | GDPR‑compliant PII redaction before storage. | | Routing & Distribution | Dynamic routing based on content tags; outputs to databases, data lakes, message queues, or external APIs. | Forwarding processed events to downstream analytics. | | Security & Auditing | Role‑based access control, TLS‑encrypted transport, immutable audit logs with tamper‑evidence. | Compliance with ISO 27001 and SOC 2. | | Scalability | Horizontal scaling via Kubernetes operators; auto‑scales workers based on queue depth. | Handling spikes of up to 10 M events per hour. | | Monitoring & Alerting | Integrated Prometheus metrics, Grafana dashboards, and webhook alerts. | Proactive incident response. |
Week 1: Requirements, schematics, procurement
Week 2: Hardware bring-up, basic firmware
Week 3: Networking, OTA, and security features
Week 4: Testing, documentation, and deployment JUQ-467
| Option | Environment | Key Benefits | |--------|-------------|--------------| | On‑Premises | Private data center, Docker/K8s | Full control over hardware, compliance‑driven isolation. | | Public Cloud | AWS, Azure, GCP (managed K8s) | Rapid scaling, managed services (e.g., S3, CloudWatch). | | Hybrid Edge | Edge nodes + central core | Low‑latency processing near data source, bandwidth savings. | | Capability | Description | Typical Use‑Case |