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VMworld vBrownBag vmtn5534e - placement of iot workload operations within a cloud environment

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Kenneth Moore

The document discusses the challenges of managing large-scale IoT workloads within cloud environments, highlighting their unpredictable nature and growth. It categorizes IoT workloads into informational, interactive, and intelligent types, illustrating their various characteristics. Additionally, it addresses considerations for architecting and managing converged infrastructure in support of these workloads.

Engineering
Related topics:
Internet of Things • Cloud Computing Insights
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Placement of IoT workload operations within a cloud environment Kenneth Moore 8th November 2018 vmworld VMTN5534E
© Copyright 2018 Dell Inc.2 Background Kenneth Moore  Data Scientist & PhD Student @ Dell EMC Open HCI Solutions  Researching workload modelling and simulation of Converged Infrastructure SDDC workloads for large-scale IoT deployments
© Copyright 2018 Dell Inc.3 Problem / Challenge Large-scale IoT workloads are: 1. Unknown / Unpredictable 2. Rapidly Increasing 3. Disruptive What considerations will support — architecting and managing — SDDC Converged Infrastructure environments — hosting large-scale IoT workloads?
© Copyright 2018 Dell Inc.5 Anatomy of IoT Devices
© Copyright 2018 Dell Inc.6 IoT Workload Classifications
© Copyright 2018 Dell Inc.7 Informational Workloads Numerical Data Database files Historical Data Database files e.g. Fitness tracker
© Copyright 2018 Dell Inc.8 Interactive Workloads Alert Video Audio Alert Video Audio Alert AudioAlert Audio e.g. Doorbell
© Copyright 2018 Dell Inc.9 Intelligent Workloads Current Status Message Current Status Message Historical Usage Data User Action Message User Action Message External Data Consultation External Data Ingestion e.g. Thermostat
© Copyright 2018 Dell Inc.10 Connected Car Workloads
© Copyright 2018 Dell Inc.11 Converged Infrastructure ITOM Considerations
© Copyright 2018 Dell Inc.13 Building out a fog
© Copyright 2018 Dell Inc.14 Questions
VMworld vBrownBag vmtn5534e - placement of iot workload operations within a cloud environment

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VMworld vBrownBag vmtn5534e - placement of iot workload operations within a cloud environment

  • 1. Placement of IoT workload operations within a cloud environment Kenneth Moore 8th November 2018 vmworld VMTN5534E
  • 2. © Copyright 2018 Dell Inc.2 Background Kenneth Moore  Data Scientist & PhD Student @ Dell EMC Open HCI Solutions  Researching workload modelling and simulation of Converged Infrastructure SDDC workloads for large-scale IoT deployments
  • 3. © Copyright 2018 Dell Inc.3 Problem / Challenge Large-scale IoT workloads are: 1. Unknown / Unpredictable 2. Rapidly Increasing 3. Disruptive What considerations will support — architecting and managing — SDDC Converged Infrastructure environments — hosting large-scale IoT workloads?
  • 4. © Copyright 2018 Dell Inc.5 Anatomy of IoT Devices
  • 5. © Copyright 2018 Dell Inc.6 IoT Workload Classifications
  • 6. © Copyright 2018 Dell Inc.7 Informational Workloads Numerical Data Database files Historical Data Database files e.g. Fitness tracker
  • 7. © Copyright 2018 Dell Inc.8 Interactive Workloads Alert Video Audio Alert Video Audio Alert AudioAlert Audio e.g. Doorbell
  • 8. © Copyright 2018 Dell Inc.9 Intelligent Workloads Current Status Message Current Status Message Historical Usage Data User Action Message User Action Message External Data Consultation External Data Ingestion e.g. Thermostat
  • 9. © Copyright 2018 Dell Inc.10 Connected Car Workloads
  • 10. © Copyright 2018 Dell Inc.11 Converged Infrastructure ITOM Considerations
  • 11. © Copyright 2018 Dell Inc.13 Building out a fog
  • 12. © Copyright 2018 Dell Inc.14 Questions