Accelerate IoT Development with KnowThings.io
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KnowThings is developing an IoT device simulation product to help accelerate IoT application development. It uses service virtualization techniques, machine learning algorithms, and an understanding of the IoT landscape to enable automated testing at scale without requiring physical devices. This approach helps fast-track development and testing work by providing continuous integration and continuous delivery capabilities. KnowThings' solution is different from other existing ones because its machine learning allows it to quickly learn new protocols and enable testing at scale through service virtualization.
Accelerate IoT Development with KnowThings.io
- 1. Tech Talk: Accelerate IoT Development With KnowThings Menka Goyal ACT35T CA ACCELERATOR ZONE Lead Architect and Co-Founder KnowThings
- 2. 2 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS © 2017 CA. All rights reserved. All trademarks referenced herein belong to their respective companies. The content provided in this CA World 2017 presentation is intended for informational purposes only and does not form any type of warranty. The information provided by a CA partner and/or CA customer has not been reviewed for accuracy by CA. For Informational Purposes Only Terms of This Presentation
- 3. 3 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Abstract Developing and testing IoT solutions is challenging today due to many factors: complexity around available platforms, heterogeneous environments, voluminous device requirements, multiple protocols, and communication synchronization. KnowThings strives to help, using our patented service virtualization techniques, machine learning algorithms, and research and understanding of the current IoT landscape. We are building a self-learning IoT device simulation product to help accelerate IoT application development by enabling automated testing at scale, without requiring continuous connection to physical devices. Our approach helps fast-track development and testing work by providing continuous integration and continuous delivery (CI/CD) possibility at every level of the IoT development stack. In this session, we will discuss the challenges facing IoT developers, extending virtualized services to IoT scenarios, IoT simulation considerations, and possible solutions. Menka Goyal KnowThings Lead Architect & Co-Founder
- 4. 4 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Agenda INTERNET OF THINGS DEV OPS, SHIFT-LEFT IOT DEVELOPMENT CHALLENGES SV / MACHINE LEARNING IN IOT DEV KNOW THINGS SOLUTION 1 2 3 4 5
- 5. 5 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS “The worldwide Internet of Things market will grow to $1.5 trillion in 2020.” IDC Worldwide Semiannual Internet of Things Spending Guide 2016 “8.4 Billion Connected ‘Things’ will be in use in 2017, up 31% from 2016” Gartner Internet of Things Primer February 2017 The Internet of Things Market Opportunity
- 6. 6 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS The Internet of Developer Things
- 7. 7 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Dev Integration Test Stress Test Acceptance Test Modern Software Dev cycle Continuous Integration? Shift-Left? Behavior- Driven Dev Continuous Delivery? Test-Driven Dev? Agile Dev? Software (Testing) Eating the World?
- 8. 8 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Simulating Real Scenarios Legacy Systems Challenges for Bringing CD/CI to IoT Solution Development Hardware Availability Heterogeneous Networks
- 9. 9 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Dev1 Dev2 Dev3 System Test Integration Perf/Stree UAT SystemDev 1 Dev 2 Dev 1 Dev 3 Dev 2 Dev 3 Integration Perf/Stress UAT… Reduction in SDLC Faster Delivery Service Virtualization Can Help ( Shift Left – Test Smarter )
- 10. 10 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Smart Switches Smart Switches Smart Switches Medical Monitor Medical Monitor Medical Monitor Smart Meters Smart Meters Smart Meters SensorsSensorsSensors SensorsSensorsIP Device Device GW Device GW Device GW Device GW 802.15.4 ZWave MQTT BT REST Monitor/ Control Big Data / Analytics Aggregation/ Data Collection REST AMQP Applications and Services SOAP REST Web MobileHTTP HTTP
- 11. 11 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Smart Switches Smart Switches Smart Switches Medical Monitor Medical Monitor Medical Monitor Smart Meters Smart Meters Smart Meters SensorsSensorsSensors SensorsSensorsIP Device VS VS VS 802.15.4 ZWave MQTT BT REST Virtual Service Big Data / Analytics Virtual Service REST AMQP Virtual Service SOAP REST Web MobileHTTP HTTP TIPS TIPS TIPS TIPS Device GW
- 12. 12 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Client VS Match DPH Decode Data Service Virtualization Approach Client TIPS ML Match TIPS Approach TIPS - Things Intelligence Processing System ❖ Machine learning to automatically discover protocol ❖ Requires no expert knowledge and data protocol handler ❖ Uses data mining methods to refine modelling and playback ❖ Applies genome sequencing algorithm to automatically discover byte-level patterns
- 13. 13 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS KnowThings: Service Virtualization for IoT Capture Model Playback Capture network traffic between Gateway and SUT Generate a living, breathing “live” model, Adaptive Virtual Device Run AVD using Genome Sequencing ML Algorithm
- 14. 14 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS How is KnowThings different from other existing solutions? Machine Learning Quickly Learns New Protocols Service Virtualization Test at Scale
- 15. 15 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS KnowThings KnowThings: Value Proposition to IoT Dev Teams
- 16. 16 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Questions?
- 17. 17 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS Stay connected at communities.ca.com Thank you.
- 18. 18 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS CA Accelerator For more information on CA Accelerator, please visit: ca.com/accelerator
- 19. 19 COPYRIGHT © 2017 CA. ALL RIGHTS RESERVED#CAWORLD #NOBARRIERS KnowThings.io For more information on KnowThings, please visit: knowthings.io