data · open source
IoT Development with Apache Kafka
IoT Development built on Apache Kafka, chosen where it genuinely fits, and swapped where it does not.
- Category
- data
- Vendor
- Open source
- Alternatives we also use
- 5
Why Apache Kafka for this
Over-the-air updates decide whether you can maintain the fleet. A hundred devices needing a physical visit to patch is a permanent operational cost designed in at the start.
Apache Kafka is strongest at throughput and durable replay of event history. For iot development that matters because the failure modes of this kind of system tend to cluster exactly there.
The honest trade-off: significant operational complexity unless you are genuinely at streaming scale. We say that up front because a stack chosen for fashion rather than fit becomes someone's migration project two years later. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.
You own the code, the models where they are open-weight, and the documentation to run it without us.
The honest assessment
- What it is
- Distributed event streaming for high-throughput real-time pipelines.
- Strongest at
- throughput and durable replay of event history
- Trade-off
- significant operational complexity unless you are genuinely at streaming scale
- Category
- data
We are not a reseller for Apache Kafka and hold no commission on this choice. Where a different option fits your workload better, the recommendation will say so. That is the entire value of asking us.
What is included
- Device and sensor selection based on the environment, not the datasheet
- Edge gateway with local buffering so data survives connectivity loss
- Secure provisioning and over-the-air firmware updates
- Telemetry pipeline sized for your real message volume
- Dashboards and alerting that operators actually act on
- Integration with SCADA, MES or ERP where it already exists
Questions
What if the site loses connectivity?
The gateway buffers locally and forwards when the link returns. Designing for disconnection is standard in our builds rather than an enhancement.
Do we need new sensors?
Often not. Existing PLCs and control systems usually emit more than anyone consumes, and reading that is far cheaper than new instrumentation.
How do you secure devices?
Per-device credentials, encrypted transport, signed firmware and the ability to revoke a device. Shared credentials across a fleet is the failure mode we most often find and fix.
Alternatives for iot development
Same capability, different stack. Each page states its own trade-off.
What else we build on Apache Kafka
Building with Apache Kafka?
Bring us the workload and we will tell you whether this is the right stack for it.
Or email bd@dtrasglobal.com · call +91 74118 77878