{"id":26583,"date":"2025-07-14T05:44:55","date_gmt":"2025-07-14T12:44:55","guid":{"rendered":"https:\/\/tdengine.com\/?page_id=26583"},"modified":"2026-03-09T10:15:15","modified_gmt":"2026-03-09T17:15:15","slug":"tsdb","status":"publish","type":"page","link":"https:\/\/tdengine.com\/tsdb\/","title":{"rendered":"TDengine TSDB"},"content":{"rendered":"\n
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High-Performance, Scalable
Time-Series Database for Industrial IoT<\/h1>\n\n\n\n

TDengine TSDB securely ingests, stores, analyzes, and distributes petabytes of data per day, generated by billions of sensors and devices. With a built-in AI agent for time-series forecasting and anomaly detection, TDengine TSDB delivers real-time business insights.<\/p>\n\n\n\n

\nRequest a Demo<\/a>\n\n\n\nTry Free Today<\/a>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Why TDengine TSDB?<\/h2>\n\n\n\n
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Delivers 10x<\/mark>
Higher Performance<\/h3>\n\n\n\n

Ingest and query data ten times faster than general-purpose database systems<\/p>\n<\/div>\n\n\n\n

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Cuts Storage Costs
by 90%<\/mark><\/h3>\n\n\n\n

Minimize data storage expenses with advanced compression and automated tiered storage <\/p>\n<\/div>\n\n\n\n

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Supports up to
1 Billion<\/mark> Devices<\/h3>\n\n\n\n

Scale out to support up to 1 billion time series without compromising stability or performance<\/p>\n<\/div>\n\n\n\n

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Full-Stack<\/mark>
Time-Series Platform<\/h3>\n\n\n\n

Simplify your systems with built-in stream processing, data subscription, and read caching<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Core Features<\/h2>\n\n\n\n
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Efficient Data Ingestion<\/h3>\n\n\n\n

With a built-in high-performance write engine that features automatic thread scheduling and batch processing, TDengine TSDB delivers high throughput and easily handles high-frequency data ingestion scenarios.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Optimized Query Engine<\/h3>\n\n\n\n

TDengine TSDB supports standard SQL with query capabilities optimized for time-series scenarios, including built-in time- and tag-based filtering, multi-level aggregation, downsampling, and interpolation. <\/p>\n<\/div>\n<\/div>\n\n\n\n

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Data Subscription<\/h3>\n\n\n\n

TDengine TSDB includes a built-in Kafka-like data subscription mechanism, allowing users to create topics based on databases, super tables, or SQL queries to stream incoming data in real time.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Read Caching<\/h3>\n\n\n\n

TDengine TSDB features a built-in read cache that stores the latest data for each table, enabling fast current-value queries out of the box and eliminating the need for external systems like Redis.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Stream Processing<\/h3>\n\n\n\n

TDengine TSDB comes with a built-in stream processing engine that supports SQL-based windowed aggregation and real-time computation, writing results directly to target tables with millisecond-level latency.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Edge–Cloud Synchronization<\/h3>\n\n\n\n

With automated replication of data between edge and cloud deployments, TDengine TSDB ensures cross-site data can be reliably stored and makes it easy to build distributed systems that combine local responsiveness with centralized insight.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Zero-Code Data Connectors<\/h3>\n\n\n\n

With built-in connectors for a wide variety of industrial sources — MQTT, Kafka, OPC, PI System, and more — TDengine delivers zero-code data ingestion and ETL in a centralized platform that acts as a single source of truth for your business.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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AI Agent for Time-Series Analytics<\/h3>\n\n\n\n

TDengine TDgpt provides time-series data forecasting and anomaly detection, supporting AI\/ML, including time-series foundation models and large language models, as well as traditional statistical algorithms, all in a single SQL statement.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

\nContact Us<\/a>\n\n\n\nDocumentation<\/span><\/path><\/svg><\/span><\/a>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Rich Ecosystem<\/h2>\n\n\n\n
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Seamlessly integrate your time-series data into existing systems over standard SQL, interfaces like JDBC and ODBC, and industrial protocols like MQTT and OPC UA.<\/p>\n\n\n\n

TDengine TSDB offers plug-and-play connectivity with popular data collection, visualization, analytics, and monitoring tools like Telegraf, Grafana, and Power BI — no coding or development required.<\/p>\n<\/div>\n\n\n\n

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…and more<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

\nMore Integrations<\/a>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Availability, Reliability, and Security<\/h2>\n\n\n\n
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Visual Operations Suite<\/h3>\n\n\n\n

End-to-end visual operations for data management, stream processing, and access control, delivering full operational control with zero coding required<\/p>\n<\/div>\n\n\n\n

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Infrastructure Observability<\/h3>\n\n\n\n

Real-time visibility into all TDengine components, powered by taosKeeper and TDinsight, with easy integration into Grafana or Zabbix for full-stack observability<\/p>\n<\/div>\n\n\n\n

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Multi-Level Protection<\/h3>\n\n\n\n

Flexible and comprehensive data protection with support for logical backups, incremental backups, point-in-time recovery, and cross-region disaster recovery<\/p>\n<\/div>\n\n\n\n

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Resilience by Design<\/h3>\n\n\n\n

Triple-replica, dual-replica, and active-active architectures, with optional arbitrator nodes or cross-region dual-cluster sync, balancing consistency, reliability, and cost<\/p>\n<\/div>\n\n\n\n

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Fine-Grained Access Controls<\/h3>\n\n\n\n

Full user lifecycle management and multi-level permissions for precise access control across databases, views, topics, and more, ensuring security and isolation<\/p>\n<\/div>\n\n\n\n

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Enterprise-Grade Security<\/h3>\n\n\n\n

IP address whitelisting, audit logging, and data encryption for access security, full traceability of operations, and end-to-end protection of sensitive data<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Innovations<\/h2>\n\n\n\n
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One Table per Device<\/h3>\n\n\n\n

Optimal ingestion and query performance for each individual data collection point<\/p>\n\n\n\n\"\"\n<\/div>\n\n\n\n

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Supertables<\/h3>\n\n\n\n

Unified management and aggregation for devices of the same type<\/p>\n\n\n\n\"\"\n<\/div>\n\n\n\n

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Virtual Tables<\/h3>\n\n\n\n

On-demand consolidation of data from diverse sources for flexible analysis<\/p>\n\n\n\n\"\"\n<\/div>\n<\/div>\n\n\n\n

\nLearn More<\/a>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Try Free Today<\/h2>\n\n\n\n

Download TDengine TSDB for local deployment or register to explore in the cloud. Start building with time-series data in just a few clicks.<\/p>\n\n\n\n

\nDownload<\/a>\n\n\n\nCloud<\/a>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

High-Performance, ScalableTime-Series Database for Industrial IoT TDengine TSDB securely ingests, stores, analyzes, and distributes petabytes of data per day, generated by billions of sensors and devices. With a built-in AI agent for time-series forecasting and anomaly detection, TDengine TSDB delivers real-time business insights. Request a Demo Try Free Today Why TDengine TSDB? Delivers 10xHigher Performance … Read more<\/a><\/p>\n","protected":false},"author":102,"featured_media":30296,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"categories":[270],"tags":[],"ppma_author":[181],"class_list":{"0":"post-26583","1":"page","2":"type-page","3":"status-publish","4":"has-post-thumbnail","6":"category-fwp"},"_links":{"self":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/pages\/26583","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/users\/102"}],"replies":[{"embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/comments?post=26583"}],"version-history":[{"count":30,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/pages\/26583\/revisions"}],"predecessor-version":[{"id":31027,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/pages\/26583\/revisions\/31027"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/media\/30296"}],"wp:attachment":[{"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/media?parent=26583"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/categories?post=26583"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/tags?post=26583"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/tdengine.com\/wp-json\/wp\/v2\/ppma_author?post=26583"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}