RaimaDB
RaimaDB, an embedded time series database that can be used for Edge and IoT devices, can run in-memory. It is a lightweight, secure, and extremely powerful RDBMS. It has been field tested by more than 20 000 developers around the world and has been deployed in excess of 25 000 000 times.
RaimaDB is a high-performance, cross-platform embedded database optimized for mission-critical applications in industries such as IoT and edge computing. Its lightweight design makes it ideal for resource-constrained environments, supporting both in-memory and persistent storage options. RaimaDB offers flexible data modeling, including traditional relational models and direct relationships through network model sets. With ACID-compliant transactions and advanced indexing methods like B+Tree, Hash Table, R-Tree, and AVL-Tree, it ensures data reliability and efficiency. Built for real-time processing, it incorporates multi-version concurrency control (MVCC) and snapshot isolation, making it a robust solution for applications demanding speed and reliability.
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HiveMQ
The HiveMQ Platform provides a scalable, reliable data backbone with an event-driven MQTT architecture. Here are a few highlights:
1. MQTT Broker: At the heart of the HiveMQ platform is a fully MQTT-compliant broker purpose-built for fast, reliable, bi-directional data movement between IoT devices and enterprise systems.
2. Edge Data Integration: HiveMQ Edge seamlessly integrates edge data by converting industrial protocols into standardized MQTT, enabling an interoperable IIoT infrastructure.
3. IoT Streaming Governance: Data Hub transforms data in flight, passing only the most relevant, contextualized data to cloud and enterprise systems.
4. UNS & IT/OT convergence Enabler: Commonly used as the backbone for Unified Namespace architectures and seamlessly connects OT devices with IT systems for full visibility and interoperability.
5. Distributed Data Intelligence: HiveMQ Pulse unifies and contextualizes data across the enterprise for smarter decisions exactly where they matter most.
6. Maximum Interoperability: Runs anywhere on-premises or in public or private clouds. Efficiently connects to streaming applications, databases and data lakes with a Java SDK to build your own
7. Scalability to Support Growth: Elastic scaling with automatic data balancing and smart message distribution. Proven benchmark of up to 200M active clients with 1.8B messages/hour
8. Business Critical Reliability: Zero message loss with persistence to disk and offline queuing. No single point of failure due to masterless cluster architecture and zero downtime upgrades
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Zoho IoT
Zoho IoT is a unified IoT application development platform that enables enterprises and system integrators to connect devices, process real-time data, and automate operational workflows at scale. It supports diverse use cases including smart infrastructure, industrial automation, energy optimization, fleet tracking, and remote asset monitoring.
The platform offers native support for industrial and IoT protocols, real-time stream processing, configurable digital twins, and rule-based automation for alarms, actions, and integrations. Zoho IoT also supports edge computing scenarios, allowing critical data processing closer to devices for reduced latency and improved reliability.
Designed for scalability and flexibility, Zoho IoT allows teams to build custom dashboards, analytics, and workflows using low-code tools while maintaining full control over security, data retention, and access policies. Its integration with the broader Zoho ecosystem enables seamless connection between operational data and business systems, driving smarter, data-driven decisions.
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IoT Glue
IoT Glue, a mobile-enabled IoT integration platform, allows enterprises to monetize IoT investment by seamlessly gluing disparate items together. It is an API-driven, robust technology framework that offers scalable, vertically-specific solutions for Smart City solutions, Fleet Management, Smart Farming, and Smart Building Management. IoT Glue is a tool that helps you build your IoT ecosystem quicker. It allows you to offer additional IoT services to your customers quickly and securely, which will accelerate your enterprise digital transformation efforts. Components: Commune – an administration module for device, user and service management Real Time Builder - configures rules and actions for real time streaming data Coupler – unifies multiple protocols to drive interoperability XBuilder - interactive end-user app configuration tool.
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