Turn raw signals at the edge into action where it matters. Edge-to-Cloud Integration: Seamless Data Flow gives architects and engineers a practical playbook for connecting devices, gateways, and platforms into dependable real-time systems. You'll learn how to design telemetry pipelines, choose the right messaging protocols, secure identities and data, and run analytics close to sources-while keeping operations simple and costs predictable. Each chapter converts decisions into clear steps: protocol selection, buffering ...
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Turn raw signals at the edge into action where it matters. Edge-to-Cloud Integration: Seamless Data Flow gives architects and engineers a practical playbook for connecting devices, gateways, and platforms into dependable real-time systems. You'll learn how to design telemetry pipelines, choose the right messaging protocols, secure identities and data, and run analytics close to sources-while keeping operations simple and costs predictable. Each chapter converts decisions into clear steps: protocol selection, buffering and batching, stream processing, digital twins, command-and-control, data retention, and observability. You'll see what "good" looks like with small, copy-ready examples, checklists, and review rubrics that help you avoid common pitfalls like hot partitions, clock drift, and unreliable links. What you'll learn Pick protocols for your use case: MQTT, AMQP, CoAP, HTTP, WebSockets Design reliable pipelines: batching, backpressure, idempotency, retries Run stream processing with windows, state, and exactly-once semantics Build device identity with certificates, TPM/SE, and rotation policies Enforce least-privilege access, secure boot, and encrypted storage Model data: topics, schemas, digital twins, and change events Orchestrate command paths with QoS, acknowledgments, and timeouts Handle intermittent links with store-and-forward and conflict resolution Observe health with logs, metrics, traces, and device fleet dashboards Manage cost with tiered storage, compression, and bandwidth shaping Who it's for Platform teams, IoT engineers, SREs, and architects who need a vendor-neutral guide to reliable, observable, and secure edge data systems. What's inside Reference architectures, protocol decision trees, readiness checklists, IaC snippets, and troubleshooting playbooks.
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