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Copyright © HiveMQ. All Rights Reserved.
WELCOME TO
We will start the session shortly
Copyright © HiveMQ. All Rights Reserved.
WELCOME TO
Copyright © by HiveMQ. All Rights Reserved.
WELCOME
• HiveMQ CTO
• Strong background in distributed and large scale
systems architecture
• OASIS MQTT TC Member
• Author of „The Technical Foundations of IoT“
• Conference Speaker
• Program committee member for German and
international IoT conferences
Dominik
Obermaier
@dobermai
Copyright © by HiveMQ. All Rights Reserved.
MQTT REFRESHER
Copyright © by HiveMQ. All Rights Reserved.
MQTT Overview
● Binary with minimal overhead
● Persistent (offline) sessions
● Retained Messages
● 3 QoS Levels
● IoT Messaging Protocol
Copyright © by HiveMQ. All Rights Reserved.
MQTT Use
Cases
Push Communication
Reliable Communication over
unreliable networks
Constrained Devices
Low Bandwidth and
High Latency
Enterprise backends to
mobile communication
Copyright © by HiveMQ. All Rights Reserved.
MQTT Use
Cases
Connected Car
Industry 4.0 / IIoT
Logistics / Transportation
(IoT) Messaging
Middleware
Telecommunications
Copyright © by HiveMQ. All Rights Reserved.
Publish / Subscribe
Copyright © by HiveMQ. All Rights Reserved.
MQTT HISTORY
Copyright © by HiveMQ. All Rights Reserved.
2010
MQTT 3.1 opened as
royalty free protocol
1999
MQTT invented
for oil pipeline
monitoring
2012
Mosquitto 1.0
released
Copyright © by HiveMQ. All Rights Reserved.
2018
MQTT 5 officially
released
2013
HiveMQ 1.3 released
2013
OASIS TC formed
2014
MQTT 3.1.1
officially released
2018
HiveMQ 4 has
MQTT5 support
Copyright © by HiveMQ. All Rights Reserved.
MQTT is quite popular nowadays
Copyright © by HiveMQ. All Rights Reserved.
THE MQTT TC
Copyright © by HiveMQ. All Rights Reserved.
MQTT 5
Copyright © by HiveMQ. All Rights Reserved.
MQTT 5 - Overview
● Clarifications of the 3.1.1 specification
● Many new features
● First public release in January 2018,
official release in March 2019
● Non-backward compatible
● Successor of MQTT 3.1.1
Copyright © by HiveMQ. All Rights Reserved.
MQTT 5 - Goals
● Performance improvements and support for small
clients
● Extensibility mechanisms including user properties
● Formalize common patterns including capability
discovery and request response
● Improved error reporting
● Enhancements for scalability and large scale
systems
Copyright © by HiveMQ. All Rights Reserved.
NEW FEATURES
Copyright © by HiveMQ. All Rights Reserved.
Session & Message Expiry
Copyright © by HiveMQ. All Rights Reserved.
Session & Message Expiry
● Applies to online and queued
messages
● Publication Expiry interval is an optional part of a
PUBLISH message
● Broker expires session after the given interval as
soon as the client disconnects
● Session Expiry Interval in
Seconds
● Session Expiry is an optional part of the CONNECT
message
Copyright © by HiveMQ. All Rights Reserved.
User Properties
Copyright © by HiveMQ. All Rights Reserved.
User Properties
● An unlimited number of user properties can be added
● UTF-8 encoded Strings
● Can be part of most MQTT packets
● User Defined Metadata Headers
Copyright © by HiveMQ. All Rights Reserved.
Shared Subscriptions
Copyright © by HiveMQ. All Rights Reserved.
Shared Subscriptions
● Also supported by HiveMQ for MQTT 3.1 and MQTT
3.1.1
● Useful for scaling out backend subscribers
● Special Syntax: $share/{ID}/my/topic
● Client Load Balancing. Multiple clients share the
same subscription
● Up-/Downscaling of clients at runtime possible.
Perfect for cloud native scenarios (Kubernetes, …)
* HiveMQ fully supports all optional features, including this feature
● Optional feature, not supported by all vendors*
Copyright © by HiveMQ. All Rights Reserved.
Shared Subscriptions
Copyright © by HiveMQ. All Rights Reserved.
Negative Acknowledgements
Copyright © by HiveMQ. All Rights Reserved.
Return Codes &
Negative Acknowledgements
● DISCONNECT messages allow clients to figure out
why they were disconnected
● Return Codes from protocol level errors to
application level errors
● Return codes optionally, server can choose for
security reasons to just disconnect clients
● Reason Strings are optionally available
● Most MQTT packets can carry error codes
Copyright © by HiveMQ. All Rights Reserved.
Payload Format Indicator
Copyright © by HiveMQ. All Rights Reserved.
Payload Format Indicator &
Content Type
● “Payload Format Indicator” can be binary or UTF-8
● “Content Type” optional header can carry a MIME
type
● Receiver may validate the format indicator
● Return codes for ACK messages available if
payload format is invalid
● Optional part of a PUBLISH message
Copyright © by HiveMQ. All Rights Reserved.
Request / Response
Copyright © by HiveMQ. All Rights Reserved.
Request / Response
Copyright © by HiveMQ. All Rights Reserved.
Request / Response
● “Correlation Data” header for correlation of
request/response
● “Request Response Information” Header for
response topic
● Publishing Client must subscribe to a response
topic prior to sending data
● Request / Response is a pattern that is also
available for MQTT 3.1.1
● Pattern for “business ACKs”
Copyright © by HiveMQ. All Rights Reserved.
Topic Aliases
Copyright © by HiveMQ. All Rights Reserved.
Topic Aliases
● Optional feature, not supported by all vendors*
● Client -> Server as well as Server ->Client
● Reduces the size of messages significantly for
large topics
● Clients can send numeric aliases instead of the
whole topic for further MQTT PUBLISH messages
* HiveMQ fully supports all optional features, including this feature
Copyright © by HiveMQ. All Rights Reserved.
Flow Control
Copyright © by HiveMQ. All Rights Reserved.
Flow Control
● Replaces the MQTT 3 “in-flight window” concept
● Prevents overload of constrained clients
● Only applies to QoS 1 and 2 messages
● Flow Control allows MQTT clients (and servers) to
indicate the maximum messages that can be
processed concurrently
Copyright © by HiveMQ. All Rights Reserved.
Small Improvements
Copyright © by HiveMQ. All Rights Reserved.
Small Improvements
● Maximum Message Size Indication
● Server can now also send a DISCONNECT packet
● Passwords without usernames are now allowed
● Subscription ID
● Streamlined Session State
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● Assigned Client ID
● Server Keep Alive
● Will Delay
● Subscription Options
● Server References
Small Improvements
Copyright © by HiveMQ. All Rights Reserved.
Pitfalls
Copyright © by HiveMQ. All Rights Reserved.
● So MQTT 5 != MQTT 5 for different vendors
● Server can indicate optional features but this
requires business logic on the client side!
● Some mandatory and beloved MQTT 3 features are
now optional, so beware!
● MQTT 5 has optional features*
● Many sophisticated standalone products (like
HiveMQ or mosquitto) fully support MQTT 5 with all
optional features
#1 Optional Features
* HiveMQ fully supports all optional features
Copyright © by HiveMQ. All Rights Reserved.
#1 Optional Features
• Retain Available
• Maximum QoS
• Wildcard Available
• Subscription Identifiers available
• Shared Subscriptions available
• Maximum Message Size
• Server Keep Alive
List of optional features a server can indicate
Copyright © by HiveMQ. All Rights Reserved.
● MQTT 3 and MQTT 5 features are mapped for
compatibility and can be used simultaneously with
HiveMQ
● Brokers like HiveMQ support hybrid MQTT 3 and 5
operation
● Reality: Many MQTT 5 projects also have MQTT 3
devices in the mix
● MQTT 5 is not compatible with MQTT 3
#2 Compatibility
● Talk to your vendor about the migration path
Copyright © by HiveMQ. All Rights Reserved.
● See next slides for an overview of MQTT 5 software
● Production ready MQTT 5 clients are available
● MQTT 5 clients for some language still in early days
● Vast amount of MQTT 3 clients available
#3 Client Ecosystem
Copyright © by HiveMQ. All Rights Reserved.
● Decide on what you really require or use a secure and
opinionated state-of-the-art solution like the HiveMQ
Enterprise Security Extension
● MQTT 5 introduces a new Packet: AUTH packet
● MQTT 5 introduces new CONNECT Headers
○ Authentication Method
○ Authentication Data
#4 Additional Security Options
Copyright © by HiveMQ. All Rights Reserved.
● Hint: Most things you’d like to intercept (e.g. with the
extension system of your broker) should probably be
a user property
● Clearly decide beforehand what is metadata and what
is payload
● User properties of MQTT 5 are similar to HTTP
headers and allow to create custom protocols on
top of MQTT
#5 Don’t overuse User Properties
● Antipattern: No payload but lots of user properties
Copyright © by HiveMQ. All Rights Reserved.
SHOULD WE UPGRADE YET?
Copyright © by HiveMQ. All Rights Reserved.
Broker Compatibility
Copyright © by HiveMQ. All Rights Reserved.
● Version 1.6 added MQTT 5 support
● Supports optional features
● MQTT 5 support since April 2019
Mosquitto
Copyright © by HiveMQ. All Rights Reserved.
● Extension system allows to use all MQTT 5
functionality
● Hybrid MQTT 3 and 5 possible at scale (up to
10,000,000 concurrent MQTT connections)
● MQTT 5 Support with HiveMQ 4
HiveMQ
● Open Source Community Edition also supports
100% of all MQTT 5 features
● 100% MQTT 5 support since 2018,
including all optional features
Copyright © by HiveMQ. All Rights Reserved.
● Google Cloud IoT Core: No MQTT 5 support
● AWS IoT Core: No MQTT 5 Support
Cloud Platforms
● Azure IoT Hub: No MQTT 5 Support
Copyright © by HiveMQ. All Rights Reserved.
Client Compatibility
Copyright © by HiveMQ. All Rights Reserved.
Eclipse Paho MQTT 5 Support
● C: YES
● C++: No
● C Embedded: No
● Java: No
● Android: No
● Javascript: No
● Python: No
● Go: No
● Rust: YES
● C#.NET: No
Copyright © by HiveMQ. All Rights Reserved.
● Reactive Design with built-in backpressure handling
● Java MQTT 5 (and 3.1.1) Open Source Client
library. Designed for production use
HiveMQ MQTT Client
● Built for high scalability and embeddability.
Supports tens of thousands messages per second!
● Available on Github under Apache 2 license
● Created and maintained by the HiveMQ
and BMW CarIT folks
Copyright © by HiveMQ. All Rights Reserved.
SHOULD WE UPGRADE YET?
Copyright © by HiveMQ. All Rights Reserved.
Bonus!
Copyright © by HiveMQ. All Rights Reserved.
● Already supports MQTT 5
● Bi-Directional Integration of MQTT to Kafka (&
vice versa)
HiveMQ Kafka Extensions
● Allows to parse Kafka Messages and extract data
for MQTT 5 headers (+ User Properties)
● Extreme throughput and high scale
● Hybrid mode with MQTT 3 and MQTT 5
possible
Copyright © by HiveMQ. All Rights Reserved.
Kafka
Copyright © by HiveMQ. All Rights Reserved.
● Be careful, MQTT 5 has optional features. Talk to
your vendor to make sure you get all features you
require
● MQTT 5 has new features you shouldn’t miss for
new projects (especially Industry 4.0!)
Summary
● MQTT 5 is used in production for mission critical
use cases today
● Vendors like HiveMQ allow seamless
transition and hybrid mode for MQTT 5
Copyright © by HiveMQ. All Rights Reserved.
Next Steps
● MQTT + Kafka - Creating state of the art, highly scalable and
fault tolerant messaging pipelines from device to application
and back
● Monitoring and observability: How to find the needle in the
haystack for IoT production deployments?
● Cloud native MQTT: How to run large scale deployments on
Kubernetes and integrate with the cloud native ecosystem
● Security: How to integrate existing third-party systems like
databases, REST APIs, Active Directory and OAuth?
Reach out to me directly to schedule a conversation: dominik@hivemq.com
Copyright © HiveMQ. All Rights Reserved.
ANY QUESTIONS?
Ask your questions to Dominik now
Copyright © HiveMQ. All Rights Reserved.
For attending the webinar
We will upload the webinar on our YouTube Channel
Subscribe to our YouTube Channel: page.video/hivemq
Stay updated on upcoming webinars
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THANK YOU!
All unanswered questions will be answered on the
HiveMQ Community Forum
To the HiveMQ Community Forum: today.community/hivemq

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MQTT 5: Why you need it and potential pitfalls

  • 1. Copyright © HiveMQ. All Rights Reserved. WELCOME TO We will start the session shortly
  • 2. Copyright © HiveMQ. All Rights Reserved. WELCOME TO
  • 3. Copyright © by HiveMQ. All Rights Reserved. WELCOME • HiveMQ CTO • Strong background in distributed and large scale systems architecture • OASIS MQTT TC Member • Author of „The Technical Foundations of IoT“ • Conference Speaker • Program committee member for German and international IoT conferences Dominik Obermaier @dobermai
  • 4. Copyright © by HiveMQ. All Rights Reserved. MQTT REFRESHER
  • 5. Copyright © by HiveMQ. All Rights Reserved. MQTT Overview ● Binary with minimal overhead ● Persistent (offline) sessions ● Retained Messages ● 3 QoS Levels ● IoT Messaging Protocol
  • 6. Copyright © by HiveMQ. All Rights Reserved. MQTT Use Cases Push Communication Reliable Communication over unreliable networks Constrained Devices Low Bandwidth and High Latency Enterprise backends to mobile communication
  • 7. Copyright © by HiveMQ. All Rights Reserved. MQTT Use Cases Connected Car Industry 4.0 / IIoT Logistics / Transportation (IoT) Messaging Middleware Telecommunications
  • 8. Copyright © by HiveMQ. All Rights Reserved. Publish / Subscribe
  • 9. Copyright © by HiveMQ. All Rights Reserved. MQTT HISTORY
  • 10. Copyright © by HiveMQ. All Rights Reserved. 2010 MQTT 3.1 opened as royalty free protocol 1999 MQTT invented for oil pipeline monitoring 2012 Mosquitto 1.0 released
  • 11. Copyright © by HiveMQ. All Rights Reserved. 2018 MQTT 5 officially released 2013 HiveMQ 1.3 released 2013 OASIS TC formed 2014 MQTT 3.1.1 officially released 2018 HiveMQ 4 has MQTT5 support
  • 12. Copyright © by HiveMQ. All Rights Reserved. MQTT is quite popular nowadays
  • 13. Copyright © by HiveMQ. All Rights Reserved. THE MQTT TC
  • 14. Copyright © by HiveMQ. All Rights Reserved. MQTT 5
  • 15. Copyright © by HiveMQ. All Rights Reserved. MQTT 5 - Overview ● Clarifications of the 3.1.1 specification ● Many new features ● First public release in January 2018, official release in March 2019 ● Non-backward compatible ● Successor of MQTT 3.1.1
  • 16. Copyright © by HiveMQ. All Rights Reserved. MQTT 5 - Goals ● Performance improvements and support for small clients ● Extensibility mechanisms including user properties ● Formalize common patterns including capability discovery and request response ● Improved error reporting ● Enhancements for scalability and large scale systems
  • 17. Copyright © by HiveMQ. All Rights Reserved. NEW FEATURES
  • 18. Copyright © by HiveMQ. All Rights Reserved. Session & Message Expiry
  • 19. Copyright © by HiveMQ. All Rights Reserved. Session & Message Expiry ● Applies to online and queued messages ● Publication Expiry interval is an optional part of a PUBLISH message ● Broker expires session after the given interval as soon as the client disconnects ● Session Expiry Interval in Seconds ● Session Expiry is an optional part of the CONNECT message
  • 20. Copyright © by HiveMQ. All Rights Reserved. User Properties
  • 21. Copyright © by HiveMQ. All Rights Reserved. User Properties ● An unlimited number of user properties can be added ● UTF-8 encoded Strings ● Can be part of most MQTT packets ● User Defined Metadata Headers
  • 22. Copyright © by HiveMQ. All Rights Reserved. Shared Subscriptions
  • 23. Copyright © by HiveMQ. All Rights Reserved. Shared Subscriptions ● Also supported by HiveMQ for MQTT 3.1 and MQTT 3.1.1 ● Useful for scaling out backend subscribers ● Special Syntax: $share/{ID}/my/topic ● Client Load Balancing. Multiple clients share the same subscription ● Up-/Downscaling of clients at runtime possible. Perfect for cloud native scenarios (Kubernetes, …) * HiveMQ fully supports all optional features, including this feature ● Optional feature, not supported by all vendors*
  • 24. Copyright © by HiveMQ. All Rights Reserved. Shared Subscriptions
  • 25. Copyright © by HiveMQ. All Rights Reserved. Negative Acknowledgements
  • 26. Copyright © by HiveMQ. All Rights Reserved. Return Codes & Negative Acknowledgements ● DISCONNECT messages allow clients to figure out why they were disconnected ● Return Codes from protocol level errors to application level errors ● Return codes optionally, server can choose for security reasons to just disconnect clients ● Reason Strings are optionally available ● Most MQTT packets can carry error codes
  • 27. Copyright © by HiveMQ. All Rights Reserved. Payload Format Indicator
  • 28. Copyright © by HiveMQ. All Rights Reserved. Payload Format Indicator & Content Type ● “Payload Format Indicator” can be binary or UTF-8 ● “Content Type” optional header can carry a MIME type ● Receiver may validate the format indicator ● Return codes for ACK messages available if payload format is invalid ● Optional part of a PUBLISH message
  • 29. Copyright © by HiveMQ. All Rights Reserved. Request / Response
  • 30. Copyright © by HiveMQ. All Rights Reserved. Request / Response
  • 31. Copyright © by HiveMQ. All Rights Reserved. Request / Response ● “Correlation Data” header for correlation of request/response ● “Request Response Information” Header for response topic ● Publishing Client must subscribe to a response topic prior to sending data ● Request / Response is a pattern that is also available for MQTT 3.1.1 ● Pattern for “business ACKs”
  • 32. Copyright © by HiveMQ. All Rights Reserved. Topic Aliases
  • 33. Copyright © by HiveMQ. All Rights Reserved. Topic Aliases ● Optional feature, not supported by all vendors* ● Client -> Server as well as Server ->Client ● Reduces the size of messages significantly for large topics ● Clients can send numeric aliases instead of the whole topic for further MQTT PUBLISH messages * HiveMQ fully supports all optional features, including this feature
  • 34. Copyright © by HiveMQ. All Rights Reserved. Flow Control
  • 35. Copyright © by HiveMQ. All Rights Reserved. Flow Control ● Replaces the MQTT 3 “in-flight window” concept ● Prevents overload of constrained clients ● Only applies to QoS 1 and 2 messages ● Flow Control allows MQTT clients (and servers) to indicate the maximum messages that can be processed concurrently
  • 36. Copyright © by HiveMQ. All Rights Reserved. Small Improvements
  • 37. Copyright © by HiveMQ. All Rights Reserved. Small Improvements ● Maximum Message Size Indication ● Server can now also send a DISCONNECT packet ● Passwords without usernames are now allowed ● Subscription ID ● Streamlined Session State
  • 38. Copyright © by HiveMQ. All Rights Reserved. ● Assigned Client ID ● Server Keep Alive ● Will Delay ● Subscription Options ● Server References Small Improvements
  • 39. Copyright © by HiveMQ. All Rights Reserved. Pitfalls
  • 40. Copyright © by HiveMQ. All Rights Reserved. ● So MQTT 5 != MQTT 5 for different vendors ● Server can indicate optional features but this requires business logic on the client side! ● Some mandatory and beloved MQTT 3 features are now optional, so beware! ● MQTT 5 has optional features* ● Many sophisticated standalone products (like HiveMQ or mosquitto) fully support MQTT 5 with all optional features #1 Optional Features * HiveMQ fully supports all optional features
  • 41. Copyright © by HiveMQ. All Rights Reserved. #1 Optional Features • Retain Available • Maximum QoS • Wildcard Available • Subscription Identifiers available • Shared Subscriptions available • Maximum Message Size • Server Keep Alive List of optional features a server can indicate
  • 42. Copyright © by HiveMQ. All Rights Reserved. ● MQTT 3 and MQTT 5 features are mapped for compatibility and can be used simultaneously with HiveMQ ● Brokers like HiveMQ support hybrid MQTT 3 and 5 operation ● Reality: Many MQTT 5 projects also have MQTT 3 devices in the mix ● MQTT 5 is not compatible with MQTT 3 #2 Compatibility ● Talk to your vendor about the migration path
  • 43. Copyright © by HiveMQ. All Rights Reserved. ● See next slides for an overview of MQTT 5 software ● Production ready MQTT 5 clients are available ● MQTT 5 clients for some language still in early days ● Vast amount of MQTT 3 clients available #3 Client Ecosystem
  • 44. Copyright © by HiveMQ. All Rights Reserved. ● Decide on what you really require or use a secure and opinionated state-of-the-art solution like the HiveMQ Enterprise Security Extension ● MQTT 5 introduces a new Packet: AUTH packet ● MQTT 5 introduces new CONNECT Headers ○ Authentication Method ○ Authentication Data #4 Additional Security Options
  • 45. Copyright © by HiveMQ. All Rights Reserved. ● Hint: Most things you’d like to intercept (e.g. with the extension system of your broker) should probably be a user property ● Clearly decide beforehand what is metadata and what is payload ● User properties of MQTT 5 are similar to HTTP headers and allow to create custom protocols on top of MQTT #5 Don’t overuse User Properties ● Antipattern: No payload but lots of user properties
  • 46. Copyright © by HiveMQ. All Rights Reserved. SHOULD WE UPGRADE YET?
  • 47. Copyright © by HiveMQ. All Rights Reserved. Broker Compatibility
  • 48. Copyright © by HiveMQ. All Rights Reserved. ● Version 1.6 added MQTT 5 support ● Supports optional features ● MQTT 5 support since April 2019 Mosquitto
  • 49. Copyright © by HiveMQ. All Rights Reserved. ● Extension system allows to use all MQTT 5 functionality ● Hybrid MQTT 3 and 5 possible at scale (up to 10,000,000 concurrent MQTT connections) ● MQTT 5 Support with HiveMQ 4 HiveMQ ● Open Source Community Edition also supports 100% of all MQTT 5 features ● 100% MQTT 5 support since 2018, including all optional features
  • 50. Copyright © by HiveMQ. All Rights Reserved. ● Google Cloud IoT Core: No MQTT 5 support ● AWS IoT Core: No MQTT 5 Support Cloud Platforms ● Azure IoT Hub: No MQTT 5 Support
  • 51. Copyright © by HiveMQ. All Rights Reserved. Client Compatibility
  • 52. Copyright © by HiveMQ. All Rights Reserved. Eclipse Paho MQTT 5 Support ● C: YES ● C++: No ● C Embedded: No ● Java: No ● Android: No ● Javascript: No ● Python: No ● Go: No ● Rust: YES ● C#.NET: No
  • 53. Copyright © by HiveMQ. All Rights Reserved. ● Reactive Design with built-in backpressure handling ● Java MQTT 5 (and 3.1.1) Open Source Client library. Designed for production use HiveMQ MQTT Client ● Built for high scalability and embeddability. Supports tens of thousands messages per second! ● Available on Github under Apache 2 license ● Created and maintained by the HiveMQ and BMW CarIT folks
  • 54. Copyright © by HiveMQ. All Rights Reserved. SHOULD WE UPGRADE YET?
  • 55. Copyright © by HiveMQ. All Rights Reserved. Bonus!
  • 56. Copyright © by HiveMQ. All Rights Reserved. ● Already supports MQTT 5 ● Bi-Directional Integration of MQTT to Kafka (& vice versa) HiveMQ Kafka Extensions ● Allows to parse Kafka Messages and extract data for MQTT 5 headers (+ User Properties) ● Extreme throughput and high scale ● Hybrid mode with MQTT 3 and MQTT 5 possible
  • 57. Copyright © by HiveMQ. All Rights Reserved. Kafka
  • 58. Copyright © by HiveMQ. All Rights Reserved. ● Be careful, MQTT 5 has optional features. Talk to your vendor to make sure you get all features you require ● MQTT 5 has new features you shouldn’t miss for new projects (especially Industry 4.0!) Summary ● MQTT 5 is used in production for mission critical use cases today ● Vendors like HiveMQ allow seamless transition and hybrid mode for MQTT 5
  • 59. Copyright © by HiveMQ. All Rights Reserved. Next Steps ● MQTT + Kafka - Creating state of the art, highly scalable and fault tolerant messaging pipelines from device to application and back ● Monitoring and observability: How to find the needle in the haystack for IoT production deployments? ● Cloud native MQTT: How to run large scale deployments on Kubernetes and integrate with the cloud native ecosystem ● Security: How to integrate existing third-party systems like databases, REST APIs, Active Directory and OAuth? Reach out to me directly to schedule a conversation: dominik@hivemq.com
  • 60. Copyright © HiveMQ. All Rights Reserved. ANY QUESTIONS? Ask your questions to Dominik now
  • 61. Copyright © HiveMQ. All Rights Reserved. For attending the webinar We will upload the webinar on our YouTube Channel Subscribe to our YouTube Channel: page.video/hivemq Stay updated on upcoming webinars Subscribe to our Newsletter: newsletter.social/hivemq THANK YOU! All unanswered questions will be answered on the HiveMQ Community Forum To the HiveMQ Community Forum: today.community/hivemq