AI in Networking: Transforming Network Operations with Juniper Mist AIDE
•
0 likes•560 views
AI in Networking: Transforming Network Operations with Juniper Mist AIDE Yedu Siddalingappa, Juniper Networks
Recommended
Recommended
More Related Content
What's hot
What's hot (20)
Similar to AI in Networking: Transforming Network Operations with Juniper Mist AIDE
Similar to AI in Networking: Transforming Network Operations with Juniper Mist AIDE (20)
More from MyNOG
More from MyNOG (20)
Recently uploaded
Recently uploaded (20)
AI in Networking: Transforming Network Operations with Juniper Mist AIDE
- 1. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only AI IN NETWORKING Yedu Siddalingappa Product manager, AIDE B. Eng, MBA. Twitter: @Yedu_Sid Transforming Network Operations with Juniper Mist
- 2. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only AGENDA • Why AI in Networking ? • Juniper XAI • Customer Testimonials • Managed Services
- 3. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only REDUCE DOWNTIME SIMPLIFY OPERATIONS AGILITY DIGITIZATION Networks are becoming Business critical. Downtime costs $$$ Networking team facing fatigue, burnout and churn maintaining SLE Deliver personalized experiences based on location, integrate with IoT IT should move at the speed of Business WHY AI IN NETWORKING ? 3 AI IS CRITICAL FOR IT OPS
- 4. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only HOW CAN AI HELP ? v Reduction of IT Tickets v Fastest Deployment of Services, Networks v Easiest Operations v Fastest Mean Time to Repair v Best Digitized Experience
- 5. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only
- 6. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only THE AI FRAMEWORK
- 7. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only DISTRIBUTED SOFTWARE ARCHITECTURE CLIENT / WIRED / WIRELESS / WAN / SECURITY / MIST EDGE / 3RD PARTY AI Primitives Event Timeline Data Science Toolbox Conversational Assistant Self-Driving Action Framework Data JUNIPER XAI ARCHITECTURE
- 8. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only AI IS THE NEXT STEP IN THE EVOLUTION OF AUTOMATION LSTM- Neural Network PreConnection Anomaly Detection, Wired Anomaly Reinforcement Learning RRM Unsupervised Learning Location GAI / LLM / Transformers Marvis Conversational Assistant M A C H I N E L E A R N I N G D E E P L E A R N I N G A R T I F I C I A L I N T E L L I G E N C E XGBoost Decision Tree Zoom Prediction Switch Uplink Detection Domain Expertise Classification Service Level Metrics, Event Timeline K-Means Clustering Scope failure analysis Logistic Regression AP Health, Switch Health Port Stuck, High CPU Bayesian Inference Anomaly Root Cause Analysis Persistently Failing Clients Auto Placement of AP Mutual Information SLE Feature Discovery Anomaly Scope Cause Analysis Zoom Root Cause Analysis Decision Tree AP / Switch Health, DHCP Health, Coverage Hole, bad cable Sematic Search / Cosine Similarity Doc Search Production Push Verification Shapley Feature assessment
- 9. Juniper Business Use Only
- 10. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only AIOPS REQUIRES THE RIGHT ORGANIZATIONAL STRUCTURE M A R V I S A I / M L Domain expert reinforcement learning DATA/ARCHITECTURE Mist Data Science Team M O D E R N C L O U D S T A C K Mist Customer Success ORGANIZATION Customer
- 11. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only MARVIS WIRELESS EFFICACY Answer in Marvis Data in Marvis Data in Dashboard Data in Cloud Data in AP Sept 2018 April 2023
- 12. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only CUSTOMER & INDUSTRY TESTIMONIALS
- 13. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only
- 14. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only ANALYSTS AND USERS RANK JUNIPER FIRST Wired/WLAN MQ 2020 Leader of Leaders - Gartner Figure 1: Magic Quadrant for Indoor Location Services, Global 3 Years a Leader Positioned Furthest in Execution & Vision The Only Networking company Leading in the Location Services MQ
- 15. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only MANAGED SERVICES
- 16. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only WHY DO MOST MANAGED NETWORK OFFERS STOP AT THE WAN? Wi-Fi AP Switch Router ~75% of routers delivered to enterprise are part of a managed WAN offer WAN The AI-Driven Enterprise pushes past the router demarc with visibility Less than 15% of LAN/WLAN delivered to enterprise as part of a managed offer
- 17. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only
- 18. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only CLIENT TO CLOUD – AI DRIVEN NETWORKING Why is my network experience bad ? Client Cloud Wireless LAN Wired LAN SD-WAN Access Assurance (NAC) CONNECTED SECURITY Marvis VNA Let's go beyond "single pane of glass" dashboards to an AI driven view
- 19. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only SHARE YOUR FEEDBACK AND RECEIVE A TOKEN OF APPRECIATION FROM US https://tinyurl.com/2envxe8y
- 20. © 2020 Juniper Networks Juniper Confidential Juniper Business Use Only THANK YOU