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id="overview" tabindex="-1"><a class="header-anchor" href="#overview"><span>Overview</span></a></h1><p>IoTDB Ecosystem Integration Bridges the Full Pipeline of Time-Series Data:</p><ul><li>Through data collection, it enables second-level device connectivity.</li><li>Via data integration, it constructs cross-cloud pipelines.</li><li>Leveraging programming frameworks, it accelerates business logic development.</li><li>With computing engines, it accomplishes distributed processing.</li><li>Through visualization and SQL development, it implements analytical strategies.</li><li>Finally, by interfacing with IoT platforms, it achieves edge-cloud synergy—building a complete intelligent closed loop from the physical world to digital decision-making.</li></ul><figure><img src="/img/eco-overview-n-en.png" alt="" tabindex="0" loading="lazy"><figcaption></figcaption></figure><p>The following documentation will help you quickly and comprehensively understand the usage of various integration tools at each stage:</p><ul><li>Data Acquisition <ul><li>Telegraf <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/Telegraf.html">Telegraf Plugin</a></li></ul></li><li>Data Integration <ul><li>NiFi <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/NiFi-IoTDB.html">Apache NiFi</a></li><li>Kafka <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/Programming-Kafka.html">Kafka</a></li></ul></li><li>Computing Engine <ul><li>Flink <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/Flink-IoTDB.html">Flink</a></li><li>Spark <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/Spark-IoTDB.html">Spark</a></li></ul></li><li>Visual Analytics <ul><li>Zeppelin <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/Zeppelin-IoTDB.html">Zeppelin</a></li><li>Grafana <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/Grafana-Connector.html">Grafana</a></li><li>Grafana Plugin <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/Grafana-Plugin.html">Grafana Plugin</a></li><li>DataEase <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/DataEase.html">DataEase</a></li></ul></li><li>SQL Development <ul><li>DBeaver <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/DBeaver.html">DBeaver</a></li></ul></li><li>IoT Platform <ul><li>Thingsboard <a class="route-link" href="/UserGuide/latest/Ecosystem-Integration/Thingsboard.html">Thingsboard</a></li></ul></li></ul></div><!----><!----><!----></div><footer class="vp-page-meta"><div class="vp-meta-item edit-link"><a class="auto-link external-link vp-meta-label" href="https://github.com/apache/iotdb-docs/edit/main/src/UserGuide/latest/Ecosystem-Integration/Ecosystem-Overview_apache.md" aria-label="Found Error? 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