Rethinking the Database in the IoT Era
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InfluxData, founded in 2013, focuses on building solutions for real-time applications and IoT through its time series database, InfluxDB. The platform supports a large and growing customer base with over 634,000 active instances and various integrations for monitoring, managing, and analyzing data. Key features include hybrid applications across edge and cloud, enabling enhanced visibility and operational optimization.
![| © Copyright 2022, InfluxData
How it Works
API CLI
/api/v2/remotes influx remote [create,delete,list,update]
/api/v2/replications influx replication [create,delete,list,update]
Cloud (InfluxDB Cloud) Database(s)
Enables:
• Raw data replication
• Downsampling
• Eventual consistency
Build:
• Distributed databases
• Hybrid apps
• ML pipelines
Bucket Queue
Bucket Queue
Flux
Edge (InfluxDB OSS) Databases
Disk
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Rethinking the Database in the IoT Era
- 1. | © Copyright 2022, InfluxData Rethinking the Database in the IoT Era Brian Gilmore Director, IoT and Emerging Technology
- 2. | © Copyright 2022, InfluxData A bit about me…
- 3. | © Copyright 2022, InfluxData | © Copyright 2022, InfluxData A bit about InfluxData The team behind InfluxDB… 3
- 4. | © Copyright 2022, InfluxData At a glance FOUNDED FOCUS DIFFERENCE OSS FOUNDATION BUSINESS MODEL 2013 San Francisco HQ, 230 FTE’s, 122+ in technical functions Where developers build real-time applications One platform; one API across Multiple Clouds and On-Prem Ingest, query, story using common tools regardless of architecture 1300+ Customers and 550,000 daily active OSS deployments; Google , Cisco, SAP, Comcast, Tesla, Siemens, PTC, Honeywell, JP Morgan Chase PLG Driven Usage and Subscription Model Pay for what you use; Pay how you want. Credit card, cloud provider, annual contract for IoT, Analytics and Cloud native services 4
- 5. | © Copyright 2022, InfluxData Large and Growing Customer Base 1300+ Customers Internet of things Infrastructure & real-time apps 5
- 6. | © Copyright 2022, InfluxData Momentum & Adoption 6 634,000 Active Instances 57,000 Cloud Signups 1st Runaway Leader 23,000 GitHub Stars InfluxDB Cloud InfluxDB stars InfluxDB OSS Database ranking source: DB Engines
- 7. | © Copyright 2022, InfluxData
- 8. | © Copyright 2022, InfluxData
- 9. | © Copyright 2022, InfluxData
- 10. | © Copyright 2022, InfluxData | © Copyright 2022, InfluxData Modern Application Architectures for IoT 10
- 11. | © Copyright 2022, InfluxData The Evolution of the Internet 11
- 12. | © Copyright 2022, InfluxData 12 The Cloud
- 13. | © Copyright 2022, InfluxData 13 Your Datacenter
- 14. | © Copyright 2022, InfluxData 14 Your Datacenter The Edge
- 15. | © Copyright 2022, InfluxData Technology Considerations 15 • Mostly always on • High specificity • Traditionally capEx • Physical Networks • Physical Machines • Applications • Servers • Clients • Mostly always on • High elasticity • Everything as a service • Virtual Networks • Virtual Machines • Containers • Microservices • Orchestration • Intermittent everything • High autonomy • Generally proprietary • Telecommunications • Electronics • Programs • Sensors • Actuators The Cloud The Datacenter The Edge
- 16. | © Copyright 2022, InfluxData IoT Value Proposition Pillars Communicate Automate Optimize Understand Integrate Edge<->Cloud Hybrid Applications 16
- 17. | © Copyright 2022, InfluxData Solutions Monitoring Managing Securing Deploying Analyzing Optimizing Commercializing IoT Archetype Edge Sensors Actuators Applications Network Automation Gateway Applications Network Network Coordination Cloud Applications Network Integration Consumers Administrators Time Series Database (TSDB) 17
- 18. | © Copyright 2022, InfluxData Monitoring Analytics Alerting Frameworks InfluxDB Purpose-Built Time Series Database Visualization, Query & Task Engine Sensors Setpoints Alarms Events Reference Architecture – IIoT with InfluxData Sources PLCs HMIs Robotics Sensors Devices Telegraf Client Libraries • MQTT Consumer • OPC UA • Modbus • HTTP • Apache Kafka • AWS Kinesis • Azure Event Hubs • GCP PubSub • Python • Arduino • Node.js • JavaScript Data Types MES, ERP, EAM, CMMS Middleware / IoT Gateways OT Infrastructure Industrial Control SCADA 18
- 19. | © Copyright 2022, InfluxData Hybrid TSDB with InfluxDB Transparent, reliable, scalable time series data collection, transformation, enrichment, orchestration, and analytics. InfluxDB Cloud Multi-site Edge Data “Born-In” Cloud Data Query, API, WebUI Interfaces Cloud Native Integrations Application Development 19 Edge Device Edge Gateway Datacenter Existing Applications InfluxDB Full Fidelity Data Summarized Data Query & Task Engine InfluxDB Full Fidelity Data Summarized Data Query & Task Engine Existing Applications InfluxDB Full Fidelity Data Summarized Data Query & Task Engine Existing Applications
- 20. | © Copyright 2022, InfluxData We can’t operate in a vacuum… Complementary Technologies • Relational databases • Document databases • Graph databases • Time series databases 20
- 21. | © Copyright 2022, InfluxData | © Copyright 2022, InfluxData Quick Update: InfluxDB Edge Data Replication 21
- 22. | © Copyright 2022, InfluxData How it Works API CLI /api/v2/remotes influx remote [create,delete,list,update] /api/v2/replications influx replication [create,delete,list,update] Cloud (InfluxDB Cloud) Database(s) Enables: • Raw data replication • Downsampling • Eventual consistency Build: • Distributed databases • Hybrid apps • ML pipelines Bucket Queue Bucket Queue Flux Edge (InfluxDB OSS) Databases Disk 22
- 23. | © Copyright 2022, InfluxData Adding Value to the InfluxDB Ecosystem • Strategic orchestration of datasets across edge and cloud • Unified, single source of truth for everyone in your org • You decide where precision and fidelity is required • Enables better visibility, alerting, analytics and data science • Empowers optimized operations and collaboration • Build new apps - for customers or the business • Drive cost savings and revenue from new lines of business Enables New Time Series Solutions Hybrid Edge/Cloud Applications and Operations Local/Remote Operations Global Visibility Edge Edge Cloud 23
- 24. | © Copyright 2022, InfluxData InfluxDB EDR – Totally Awesome! Durable Flexible Ensure data gets to where it needs to go Simple code and configuration No complex code Data @ Edge & Cloud Native Queueing Persistent through connectivity errors and outages Automatic 24
- 25. | © Copyright 2022, InfluxData | © Copyright 2022, InfluxData Questions? 25
- 26. | © Copyright 2022, InfluxData Thank You!
- 27. | © Copyright 2022, InfluxData www.influxdata.com