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1 ? Avinton
Avinton AI
Platform AVINTON
2 ? Avinton
AVINTON
AI Platform - Big Data & AI In Production
AI BigData
AI Pipelines
Data Analytics Workflows
Collaborative Data & AI
Model Development
Add Custom Applications
Data Pipelines
3 ? Avinton
AVINTON
AI Platform - Why this Platform?
AI BigData
Realtime Analytics
Low Cost
Easy to Manage
Easy to Scale
Self Healing
4 ? Avinton
AVINTON
Realtime Analytics
? Feed your dashboards in Realtime!
? Unparalleled Performance / Price ratio
? Distributed across all cluster servers:
? Data Storage
? Data Processing
? GPU accelerated Data Analytics
? In-Memory Smart Caching
5 ? Avinton
AVINTON
Low Cost
? Infrastructure Cost Break Even within 2 months.
6 ? Avinton
AVINTON
Easy To Manage
? Built In dedicated dashboards for each application
? Extendible / Customisable based on requirements
? Smart Machine Learning Based Alert Threshold Setting
7 ? Avinton
AVINTON
Easy To Scale
? Horizontally & Vertically Linearly Scalable
? Additional Cluster Servers
? Upgrade existing Cluster Servers
? Petabytes of data ¨C no problem
? Adding Servers requires no downtime and is very simple
8 ? Avinton
AVINTON
Self Healing
? High Availability
? Redundancy Built In to each hardware component
? Fault Tolerance
? Kubernetes gives us the ability to maintain service uptime despite hardware issues
? Self Healing
? POD Configurations allow us to recover any services which may have crashed.
9 ? Avinton
AVINTON
AI Pipelines
? Robust Production Ready AI
? Expedite Time To Market
? Development -> Deployment in minutes
? AI Model Management
? AI Model Performance Analyses
? Automated Model Selection & Hyper-Parameter Tuning
? Instant Model Insights (ex: Class Activation Maps)
10 ? Avinton
AVINTON
Data Pipelines
? Bring Data From Anywhere
? Send Data To Anywhere
Simple Data Pipeline
Web
DataBase
Other Files
AI Platform
11 ? Avinton
AVINTON
Native Custom Applications
? Run Custom Applications on your cluster
? Kubernetes / Docker / Cloud Native / Dedicated Monitoring Dashboard in
Grafana
? Robustness and Reliability out of the box
Self Healing / POD affinity / High Availability
? Good for interacting with other applications or users outside of the cluster
12 ? Avinton
AVINTON
Collaborative AI & Data Model Development
? JupyterHub is designed for enabling collaboration within data
science teams
? Workbook Repository
? Share Workbooks / Version Control / Change Control
13 ? Avinton
AVINTON
Data Analytics Workflows
? Data Modelling / Feature Engineering / Data Splicing
? Massive Parallel Processing across all cluster nodes
? GPU Accelerated Data Processing

More Related Content

Avinton's Kubernetes orchestrated AI Platform and Big Data Solution

  • 1. 1 ? Avinton Avinton AI Platform AVINTON
  • 2. 2 ? Avinton AVINTON AI Platform - Big Data & AI In Production AI BigData AI Pipelines Data Analytics Workflows Collaborative Data & AI Model Development Add Custom Applications Data Pipelines
  • 3. 3 ? Avinton AVINTON AI Platform - Why this Platform? AI BigData Realtime Analytics Low Cost Easy to Manage Easy to Scale Self Healing
  • 4. 4 ? Avinton AVINTON Realtime Analytics ? Feed your dashboards in Realtime! ? Unparalleled Performance / Price ratio ? Distributed across all cluster servers: ? Data Storage ? Data Processing ? GPU accelerated Data Analytics ? In-Memory Smart Caching
  • 5. 5 ? Avinton AVINTON Low Cost ? Infrastructure Cost Break Even within 2 months.
  • 6. 6 ? Avinton AVINTON Easy To Manage ? Built In dedicated dashboards for each application ? Extendible / Customisable based on requirements ? Smart Machine Learning Based Alert Threshold Setting
  • 7. 7 ? Avinton AVINTON Easy To Scale ? Horizontally & Vertically Linearly Scalable ? Additional Cluster Servers ? Upgrade existing Cluster Servers ? Petabytes of data ¨C no problem ? Adding Servers requires no downtime and is very simple
  • 8. 8 ? Avinton AVINTON Self Healing ? High Availability ? Redundancy Built In to each hardware component ? Fault Tolerance ? Kubernetes gives us the ability to maintain service uptime despite hardware issues ? Self Healing ? POD Configurations allow us to recover any services which may have crashed.
  • 9. 9 ? Avinton AVINTON AI Pipelines ? Robust Production Ready AI ? Expedite Time To Market ? Development -> Deployment in minutes ? AI Model Management ? AI Model Performance Analyses ? Automated Model Selection & Hyper-Parameter Tuning ? Instant Model Insights (ex: Class Activation Maps)
  • 10. 10 ? Avinton AVINTON Data Pipelines ? Bring Data From Anywhere ? Send Data To Anywhere Simple Data Pipeline Web DataBase Other Files AI Platform
  • 11. 11 ? Avinton AVINTON Native Custom Applications ? Run Custom Applications on your cluster ? Kubernetes / Docker / Cloud Native / Dedicated Monitoring Dashboard in Grafana ? Robustness and Reliability out of the box Self Healing / POD affinity / High Availability ? Good for interacting with other applications or users outside of the cluster
  • 12. 12 ? Avinton AVINTON Collaborative AI & Data Model Development ? JupyterHub is designed for enabling collaboration within data science teams ? Workbook Repository ? Share Workbooks / Version Control / Change Control
  • 13. 13 ? Avinton AVINTON Data Analytics Workflows ? Data Modelling / Feature Engineering / Data Splicing ? Massive Parallel Processing across all cluster nodes ? GPU Accelerated Data Processing