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IEEE SmartTech 2019
( http://www.ieeesmarttech.com/ )
CASE: Future of
On Premise Computing:
What lies beyond the Edge ?
Narayanan Subramaniam [ Senior Staff Architect @ ]
LinkedIn: http://www.linkedin.com/in/cnsubramaniam
Recap: Why Edge/Private Cloud Computing ?
@copyright: Narayanan Subramaniam
Near Real Time
Processing, Autonomous
Operations vs Cloud
Latency/Availability
• Multiple real-time streams of
sensor and embedded based data
• Metrics Aggregation and localized
Decision Algorithms, A/B Testing
• Safety and Security
• Anomaly Detection and Isolation
• Availability
• Fault Patterns and Redundancy
• Security Denial of Service issues
Cost of Computing-In and
Connectivity-To the Cloud
• 3-5 Year Cost Analysis:
• Storage and Archival
• Connectivity and Data Transit
(APIs)
• Computing (Serverless and
Server Based) with ever
increasing Data
• Data extraction and portability
costs
• Delicate Balance
• Skills vs Recurring Non Core Cost
• How critical is Autonomy ?
Privacy, Data Retention,
Regulations/Compliance
• Data Retention:
• Locally Managed – push only
what is needed in the Cloud
• Privacy
• Cloud Data Storage Privacy
versus local Aggregation and/or
Anonymization/Pseudonymisati
on of PII Data
• Explicit Opt-In/Out Costs
• Data Sovereignty
• Geo-location of Data At Rest
High Growth Private and Hybrid Cloud with
HCI = Hyperconverged Infrastructure
Credit: Nutanix
Next: Enterprise Hybrid Cloud – Current Challenges
Credit: Nutanix
Next: Enterprise Hybrid Cloud - Evolution
Credit: Nutanix
What’s Missing on the Edge – SW Platform ?
@copyright: Narayanan Subramaniam
Platform for Application
Development and
Deployment
• Developer:
• PaaS Environment for
application lifecycle
management at scale and with
security
• A/B Testing in the Field
• Plug-n-play Function modules
• Ease of solution deployment
• Leverage HCI for simple localized
storage and compute intensive
ML processing with high
availability of data
• Autoscale on demand
Seamless Data Pipelines
and Transformation
• Data Pipeline
• Focus should be on data
ingestion and transformation
logic, and not on pipelines
• Focus on near realtime data
processing and chaining of logic
blocks without worrying about
interlinking transport
• Non-standardized sensor
models and transport. Provice
opportunity for standardization
and innovation around custom
features
Cost Optimization,
Unified Management and
Control Plane at Scale
with Security
• Unified Management/Control
Plane:
• Common Platform for Hybrid
Cloud
• Manage what remains on the
Edge and in the Cloud
• Open pipeline integration into
3rd. Party IoT Aggregation
Solutions
• Cost
• Optimize what is on-premise
versus on the Cloud
• Opportunity for form factor
reduction and partnerships
between SW and HW platform
vendors
Xi IoT Solutions – a Leap towards CASE at Scale
Credit: Nutanix Demo at: https://www.youtube.com/watch?v=r-Wk77VG_Jk
Edge and Hybrid Computing Technology Stack
Credit: Images Thanks to Open Source Community Technology and Development Organizations
THANK YOU !

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IEEE SmartTech 2019 Next Generation Private and Hybrid Clouds, Edge Computing Platforms

  • 1. IEEE SmartTech 2019 ( http://www.ieeesmarttech.com/ ) CASE: Future of On Premise Computing: What lies beyond the Edge ? Narayanan Subramaniam [ Senior Staff Architect @ ] LinkedIn: http://www.linkedin.com/in/cnsubramaniam
  • 2. Recap: Why Edge/Private Cloud Computing ? @copyright: Narayanan Subramaniam Near Real Time Processing, Autonomous Operations vs Cloud Latency/Availability • Multiple real-time streams of sensor and embedded based data • Metrics Aggregation and localized Decision Algorithms, A/B Testing • Safety and Security • Anomaly Detection and Isolation • Availability • Fault Patterns and Redundancy • Security Denial of Service issues Cost of Computing-In and Connectivity-To the Cloud • 3-5 Year Cost Analysis: • Storage and Archival • Connectivity and Data Transit (APIs) • Computing (Serverless and Server Based) with ever increasing Data • Data extraction and portability costs • Delicate Balance • Skills vs Recurring Non Core Cost • How critical is Autonomy ? Privacy, Data Retention, Regulations/Compliance • Data Retention: • Locally Managed – push only what is needed in the Cloud • Privacy • Cloud Data Storage Privacy versus local Aggregation and/or Anonymization/Pseudonymisati on of PII Data • Explicit Opt-In/Out Costs • Data Sovereignty • Geo-location of Data At Rest
  • 3. High Growth Private and Hybrid Cloud with HCI = Hyperconverged Infrastructure Credit: Nutanix
  • 4. Next: Enterprise Hybrid Cloud – Current Challenges Credit: Nutanix
  • 5. Next: Enterprise Hybrid Cloud - Evolution Credit: Nutanix
  • 6. What’s Missing on the Edge – SW Platform ? @copyright: Narayanan Subramaniam Platform for Application Development and Deployment • Developer: • PaaS Environment for application lifecycle management at scale and with security • A/B Testing in the Field • Plug-n-play Function modules • Ease of solution deployment • Leverage HCI for simple localized storage and compute intensive ML processing with high availability of data • Autoscale on demand Seamless Data Pipelines and Transformation • Data Pipeline • Focus should be on data ingestion and transformation logic, and not on pipelines • Focus on near realtime data processing and chaining of logic blocks without worrying about interlinking transport • Non-standardized sensor models and transport. Provice opportunity for standardization and innovation around custom features Cost Optimization, Unified Management and Control Plane at Scale with Security • Unified Management/Control Plane: • Common Platform for Hybrid Cloud • Manage what remains on the Edge and in the Cloud • Open pipeline integration into 3rd. Party IoT Aggregation Solutions • Cost • Optimize what is on-premise versus on the Cloud • Opportunity for form factor reduction and partnerships between SW and HW platform vendors
  • 7. Xi IoT Solutions – a Leap towards CASE at Scale Credit: Nutanix Demo at: https://www.youtube.com/watch?v=r-Wk77VG_Jk
  • 8. Edge and Hybrid Computing Technology Stack Credit: Images Thanks to Open Source Community Technology and Development Organizations