SlideShare a Scribd company logo
1 of 21
1
AWS
Outage
2
Featured Speaker
Audil Khan
Technical Solutions Architect
3
Before We Begin...
• If you have any questions, please type them in the Questions window.
• If you have any audio problems, please chat us for help.
• A recording of this presentation will be sent to you in a few days.
3
@ThousandEyes
4
Agenda
• About ThousandEyes
• Key Technical Concepts
• Outage Timelines and Details
• Demo – ThousandEyes Outage Analysis
• Lessons & Takeaways
• Q&A
4
@ThousandEyes
5
Actionable Insight for Internet, Cloud, and SaaS
Correlated Insights
Quickly isolate issues to app, network,
or service
Network Visibility
Overlay, hop-by-hop underlay, ISP
performance, and BGP routing
App Experience
SaaS, API, and internal app
performance and user experience
6
Your Network ISP Cloud Provider
See the Internet Like It’s Your Own Network
Moscow, Russia
Paris, France
Chicago, IL
Visualize the link between network
topologies and service delivery
Rapidly isolate problem
domain and owner
7
ThousandEyes Collective Intelligence
20K+
Vantage
Points
Billions
Daily Path
Measurements
Thousands
Digital
Services
110+
Countries
1100+
Cities
8
ThousandEyes Internet Insights: App Outages
Dev Tools
Communication
Tools
Human
Resources
Social
Networking
Finance eCommerce
Sales &
Marketing
Collaboration
Tools
Top Business SaaS Apps
• Global View of SaaS App Availability
• Accelerated & Empowered IT Operations
• Data-driven Vendor Governance
Key Technical
Concepts
10
Amazon Web Services – At a Glance
• Availability Zones
• Key Components
– EC2 – compute
– S3 – storage
– API Gateway
• Ecosystem
– 200+ services
• US-EAST-1 outsized
interdependency
11
Application Programming Interface (API)
• Enables communication
between disparate
applications/systems
• Increased application
complexity
• Interdependencies and
domino effects
12
Amazon API Gateway
• Gatekeeper for backend
APIs in AWS
• Capable of processing
hundreds of thousands of
concurrent API calls
• AWS offers internal services to
customers via API Gateway
Outage Timelines
and Details
14
12/7 - Event Sequence as Observed by ThousandEyes
1532 UTC –
Outage
Begins
1535 UTC -
Server
Response
Failures
1640 UTC -
AWS Status
Page - First
Mention
1712 UTC –
AWS API
Transaction
Times
Increase
0100 UTC –
Return to
Normal
15
12/7 - Event Sequence from Amazon RCA
1530 UTC –
Multiple
services
impacted due
to congestion
from
automated
activity
1533 UTC –
EC2 API
errors and
increased
latency
1728 UTC –
Internal DNS
remediation,
issues still
persist
Ongoing
network
congestion
remediation
measures
2134 UTC –
Significant
alleviation of
network
congestion
2135 UTC –
Container API
begins to
return to
normal
2222 UTC –
Network
devices and
AWS Console
access “all
clear”
2230 UTC -
Route 53 APIs
"all clear"
2240 UTC -
EC2 "all
clear"
0041 UTC –
API Gateways
recovered
16
12/10 - Event Sequence as Observed by ThousandEyes
1305 UTC –
Outage
Begins
Server
Response
Failures
Brief Clear,
Followed by
Resumption
1430 UTC –
Return to
Normal
Demo
18
Lessons and Takeaways
• Understand your network and application interdependencies
– Front-end interfaces often depend on many back-end APIs
• How does your cloud provider work?
– Understand architecture and interdependencies
– Single AZ, multi-AZ, multi-cloud
– AWS ≠ Azure ≠ GCP
• Inform your Incident Response / Outage Management
– Specific guidance when issues take place
– Example: we’re seeing 2x API responses and it is impacting x, y, z across all zones
• Independent visibility and verification is needed
– Don’t just depend on the status page!
19
@ThousandEyes
Learn
more
Free
Trial /
Demo
Next Steps
• Subscribe! https://blog.thousandeyes.com
• Get a real-time view of the health of the Internet
https://thousandeyes.com/outages
• Sign up for a Free Trial:
https://www.thousandeyes.com/signup
• Request a demo:
https://www.thousandeyes.com/request-demo
Q&A
AWS Outage Analysis

More Related Content

What's hot

Scale Your Load Balancer from 0 to 1 million TPS on Azure
Scale Your Load Balancer from 0 to 1 million TPS on AzureScale Your Load Balancer from 0 to 1 million TPS on Azure
Scale Your Load Balancer from 0 to 1 million TPS on AzureAvi Networks
 
Introduction to RightScale
Introduction to RightScaleIntroduction to RightScale
Introduction to RightScaleAkelios
 
Monitoring IPv6 Networks
Monitoring IPv6 NetworksMonitoring IPv6 Networks
Monitoring IPv6 NetworksThousandEyes
 
Petabytes and Nanoseconds
Petabytes and NanosecondsPetabytes and Nanoseconds
Petabytes and NanosecondsRobert Greiner
 
Managing Network Performance Within and Beyond Your Enterprise
Managing Network Performance Within and Beyond Your EnterpriseManaging Network Performance Within and Beyond Your Enterprise
Managing Network Performance Within and Beyond Your EnterpriseThousandEyes
 
Network monitoring for the modern wan webinar
Network monitoring for the modern wan webinarNetwork monitoring for the modern wan webinar
Network monitoring for the modern wan webinarThousandEyes
 
Keynote: Customer Journey with Streaming Data on AWS - Rahul Pathak, AWS
Keynote: Customer Journey with Streaming Data on AWS - Rahul Pathak, AWSKeynote: Customer Journey with Streaming Data on AWS - Rahul Pathak, AWS
Keynote: Customer Journey with Streaming Data on AWS - Rahul Pathak, AWSFlink Forward
 
Identifying Workloads to Move to the Cloud
Identifying Workloads to Move to the CloudIdentifying Workloads to Move to the Cloud
Identifying Workloads to Move to the CloudRightScale
 
RightScale Webinar: Best Practices: Software Development Strategies Using Win...
RightScale Webinar: Best Practices: Software Development Strategies Using Win...RightScale Webinar: Best Practices: Software Development Strategies Using Win...
RightScale Webinar: Best Practices: Software Development Strategies Using Win...RightScale
 
Automating nist 800 171 compliance in AWS Govcloud (US)
Automating nist 800 171 compliance in AWS Govcloud (US)Automating nist 800 171 compliance in AWS Govcloud (US)
Automating nist 800 171 compliance in AWS Govcloud (US)Amazon Web Services
 
Building a Global Multi-Tenant Monitoring Platform
Building a Global Multi-Tenant Monitoring PlatformBuilding a Global Multi-Tenant Monitoring Platform
Building a Global Multi-Tenant Monitoring PlatformAmazon Web Services
 
Best Practices for Data Center Migration Planning - August 2016 Monthly Webin...
Best Practices for Data Center Migration Planning - August 2016 Monthly Webin...Best Practices for Data Center Migration Planning - August 2016 Monthly Webin...
Best Practices for Data Center Migration Planning - August 2016 Monthly Webin...Amazon Web Services
 
Demystifying Cloud Economics - How to Build an Investment Case for Scale Migr...
Demystifying Cloud Economics - How to Build an Investment Case for Scale Migr...Demystifying Cloud Economics - How to Build an Investment Case for Scale Migr...
Demystifying Cloud Economics - How to Build an Investment Case for Scale Migr...Amazon Web Services
 
Tagging Best Practices for Cloud Governance
Tagging Best Practices for Cloud GovernanceTagging Best Practices for Cloud Governance
Tagging Best Practices for Cloud GovernanceRightScale
 
AWS Webcast - Neudesic Data Centermigrationtoaws
AWS Webcast - Neudesic Data CentermigrationtoawsAWS Webcast - Neudesic Data Centermigrationtoaws
AWS Webcast - Neudesic Data CentermigrationtoawsAmazon Web Services
 
Next Level Digital Media with Alibaba Cloud (Part 2)
Next Level Digital Media with Alibaba Cloud (Part 2)Next Level Digital Media with Alibaba Cloud (Part 2)
Next Level Digital Media with Alibaba Cloud (Part 2)Alibaba Cloud
 
Secure your critical workload on AWS
Secure your critical workload on AWSSecure your critical workload on AWS
Secure your critical workload on AWSAmazon Web Services
 
How to Allocate and Report Cloud Costs with RightScale Optima
How to Allocate and Report Cloud Costs with RightScale OptimaHow to Allocate and Report Cloud Costs with RightScale Optima
How to Allocate and Report Cloud Costs with RightScale OptimaRightScale
 
Hybrid Cloud Orchestration: How SuperChoice Does It
Hybrid Cloud Orchestration: How SuperChoice Does ItHybrid Cloud Orchestration: How SuperChoice Does It
Hybrid Cloud Orchestration: How SuperChoice Does ItRightScale
 
Multi-Cloud Management with RightScale CMP (Demo)
Multi-Cloud Management with RightScale CMP (Demo)Multi-Cloud Management with RightScale CMP (Demo)
Multi-Cloud Management with RightScale CMP (Demo)RightScale
 

What's hot (20)

Scale Your Load Balancer from 0 to 1 million TPS on Azure
Scale Your Load Balancer from 0 to 1 million TPS on AzureScale Your Load Balancer from 0 to 1 million TPS on Azure
Scale Your Load Balancer from 0 to 1 million TPS on Azure
 
Introduction to RightScale
Introduction to RightScaleIntroduction to RightScale
Introduction to RightScale
 
Monitoring IPv6 Networks
Monitoring IPv6 NetworksMonitoring IPv6 Networks
Monitoring IPv6 Networks
 
Petabytes and Nanoseconds
Petabytes and NanosecondsPetabytes and Nanoseconds
Petabytes and Nanoseconds
 
Managing Network Performance Within and Beyond Your Enterprise
Managing Network Performance Within and Beyond Your EnterpriseManaging Network Performance Within and Beyond Your Enterprise
Managing Network Performance Within and Beyond Your Enterprise
 
Network monitoring for the modern wan webinar
Network monitoring for the modern wan webinarNetwork monitoring for the modern wan webinar
Network monitoring for the modern wan webinar
 
Keynote: Customer Journey with Streaming Data on AWS - Rahul Pathak, AWS
Keynote: Customer Journey with Streaming Data on AWS - Rahul Pathak, AWSKeynote: Customer Journey with Streaming Data on AWS - Rahul Pathak, AWS
Keynote: Customer Journey with Streaming Data on AWS - Rahul Pathak, AWS
 
Identifying Workloads to Move to the Cloud
Identifying Workloads to Move to the CloudIdentifying Workloads to Move to the Cloud
Identifying Workloads to Move to the Cloud
 
RightScale Webinar: Best Practices: Software Development Strategies Using Win...
RightScale Webinar: Best Practices: Software Development Strategies Using Win...RightScale Webinar: Best Practices: Software Development Strategies Using Win...
RightScale Webinar: Best Practices: Software Development Strategies Using Win...
 
Automating nist 800 171 compliance in AWS Govcloud (US)
Automating nist 800 171 compliance in AWS Govcloud (US)Automating nist 800 171 compliance in AWS Govcloud (US)
Automating nist 800 171 compliance in AWS Govcloud (US)
 
Building a Global Multi-Tenant Monitoring Platform
Building a Global Multi-Tenant Monitoring PlatformBuilding a Global Multi-Tenant Monitoring Platform
Building a Global Multi-Tenant Monitoring Platform
 
Best Practices for Data Center Migration Planning - August 2016 Monthly Webin...
Best Practices for Data Center Migration Planning - August 2016 Monthly Webin...Best Practices for Data Center Migration Planning - August 2016 Monthly Webin...
Best Practices for Data Center Migration Planning - August 2016 Monthly Webin...
 
Demystifying Cloud Economics - How to Build an Investment Case for Scale Migr...
Demystifying Cloud Economics - How to Build an Investment Case for Scale Migr...Demystifying Cloud Economics - How to Build an Investment Case for Scale Migr...
Demystifying Cloud Economics - How to Build an Investment Case for Scale Migr...
 
Tagging Best Practices for Cloud Governance
Tagging Best Practices for Cloud GovernanceTagging Best Practices for Cloud Governance
Tagging Best Practices for Cloud Governance
 
AWS Webcast - Neudesic Data Centermigrationtoaws
AWS Webcast - Neudesic Data CentermigrationtoawsAWS Webcast - Neudesic Data Centermigrationtoaws
AWS Webcast - Neudesic Data Centermigrationtoaws
 
Next Level Digital Media with Alibaba Cloud (Part 2)
Next Level Digital Media with Alibaba Cloud (Part 2)Next Level Digital Media with Alibaba Cloud (Part 2)
Next Level Digital Media with Alibaba Cloud (Part 2)
 
Secure your critical workload on AWS
Secure your critical workload on AWSSecure your critical workload on AWS
Secure your critical workload on AWS
 
How to Allocate and Report Cloud Costs with RightScale Optima
How to Allocate and Report Cloud Costs with RightScale OptimaHow to Allocate and Report Cloud Costs with RightScale Optima
How to Allocate and Report Cloud Costs with RightScale Optima
 
Hybrid Cloud Orchestration: How SuperChoice Does It
Hybrid Cloud Orchestration: How SuperChoice Does ItHybrid Cloud Orchestration: How SuperChoice Does It
Hybrid Cloud Orchestration: How SuperChoice Does It
 
Multi-Cloud Management with RightScale CMP (Demo)
Multi-Cloud Management with RightScale CMP (Demo)Multi-Cloud Management with RightScale CMP (Demo)
Multi-Cloud Management with RightScale CMP (Demo)
 

Similar to AWS Outage Analysis

Netflix0SS Services on Docker
Netflix0SS Services on DockerNetflix0SS Services on Docker
Netflix0SS Services on DockerDocker, Inc.
 
Ibm cloud nativenetflixossfinal
Ibm cloud nativenetflixossfinalIbm cloud nativenetflixossfinal
Ibm cloud nativenetflixossfinalaspyker
 
The State of Serverless Computing | AWS Public Sector Summit 2017
The State of Serverless Computing | AWS Public Sector Summit 2017The State of Serverless Computing | AWS Public Sector Summit 2017
The State of Serverless Computing | AWS Public Sector Summit 2017Amazon Web Services
 
Your First Hour on AWS: Building the Foundation for Large Scale AWS Adoption
Your First Hour on AWS: Building the Foundation for Large Scale AWS AdoptionYour First Hour on AWS: Building the Foundation for Large Scale AWS Adoption
Your First Hour on AWS: Building the Foundation for Large Scale AWS AdoptionAmazon Web Services
 
AWS Architecture Fundamentals - Houston
AWS Architecture Fundamentals - HoustonAWS Architecture Fundamentals - Houston
AWS Architecture Fundamentals - HoustonNicole Maus
 
New ThousandEyes Product Features and Release Highlights: November 2023
New ThousandEyes Product Features and Release Highlights: November 2023New ThousandEyes Product Features and Release Highlights: November 2023
New ThousandEyes Product Features and Release Highlights: November 2023ThousandEyes
 
App-First & Cloud-Native: How InterMiles Boosted CX with AWS & Infostretch
App-First & Cloud-Native: How InterMiles Boosted CX with AWS & InfostretchApp-First & Cloud-Native: How InterMiles Boosted CX with AWS & Infostretch
App-First & Cloud-Native: How InterMiles Boosted CX with AWS & InfostretchInfostretch
 
Building a Real Time Dashboard with Amazon Kinesis, Amazon Lambda and Amazon ...
Building a Real Time Dashboard with Amazon Kinesis, Amazon Lambda and Amazon ...Building a Real Time Dashboard with Amazon Kinesis, Amazon Lambda and Amazon ...
Building a Real Time Dashboard with Amazon Kinesis, Amazon Lambda and Amazon ...Amazon Web Services
 
Enterprise Service Delivery from the AWS Cloud (ARC208) | AWS re:Invent 2013
Enterprise Service Delivery from the AWS Cloud (ARC208) | AWS re:Invent 2013Enterprise Service Delivery from the AWS Cloud (ARC208) | AWS re:Invent 2013
Enterprise Service Delivery from the AWS Cloud (ARC208) | AWS re:Invent 2013Amazon Web Services
 
AWS re:Invent 2016: The State of Serverless Computing (SVR311)
AWS re:Invent 2016: The State of Serverless Computing (SVR311)AWS re:Invent 2016: The State of Serverless Computing (SVR311)
AWS re:Invent 2016: The State of Serverless Computing (SVR311)Amazon Web Services
 
The Top Outages of 2022: Analysis and Takeaways
The Top Outages of 2022: Analysis and TakeawaysThe Top Outages of 2022: Analysis and Takeaways
The Top Outages of 2022: Analysis and TakeawaysThousandEyes
 
The Top Outages of 2022: Analysis and Takeaways
The Top Outages of 2022: Analysis and TakeawaysThe Top Outages of 2022: Analysis and Takeaways
The Top Outages of 2022: Analysis and TakeawaysThousandEyes
 
Cloud Services Powered by IBM SoftLayer and NetflixOSS
Cloud Services Powered by IBM SoftLayer and NetflixOSSCloud Services Powered by IBM SoftLayer and NetflixOSS
Cloud Services Powered by IBM SoftLayer and NetflixOSSaspyker
 
AWS Webcast - Splunk and Autodesk
AWS Webcast - Splunk and AutodeskAWS Webcast - Splunk and Autodesk
AWS Webcast - Splunk and AutodeskAmazon Web Services
 
EMEA.23.02.23_Top_Outages_of_2022_Webinar_Slides.pptx
EMEA.23.02.23_Top_Outages_of_2022_Webinar_Slides.pptxEMEA.23.02.23_Top_Outages_of_2022_Webinar_Slides.pptx
EMEA.23.02.23_Top_Outages_of_2022_Webinar_Slides.pptxThousandEyes
 
CMG2013 Workshop: Netflix Cloud Native, Capacity, Performance and Cost Optimi...
CMG2013 Workshop: Netflix Cloud Native, Capacity, Performance and Cost Optimi...CMG2013 Workshop: Netflix Cloud Native, Capacity, Performance and Cost Optimi...
CMG2013 Workshop: Netflix Cloud Native, Capacity, Performance and Cost Optimi...Adrian Cockcroft
 
How to Build a Big Data Application: Serverless Edition
How to Build a Big Data Application: Serverless EditionHow to Build a Big Data Application: Serverless Edition
How to Build a Big Data Application: Serverless Editionecobold
 
NetflixOSS for Triangle Devops Oct 2013
NetflixOSS for Triangle Devops Oct 2013NetflixOSS for Triangle Devops Oct 2013
NetflixOSS for Triangle Devops Oct 2013aspyker
 
Networking @Scale'19 - Getting a Taste of Your Network - Sergey Fedorov
Networking @Scale'19 - Getting a Taste of Your Network - Sergey FedorovNetworking @Scale'19 - Getting a Taste of Your Network - Sergey Fedorov
Networking @Scale'19 - Getting a Taste of Your Network - Sergey FedorovSergey Fedorov
 
Giving credit where credit’s due - myFICO’s cloud transformation - SVC204 - S...
Giving credit where credit’s due - myFICO’s cloud transformation - SVC204 - S...Giving credit where credit’s due - myFICO’s cloud transformation - SVC204 - S...
Giving credit where credit’s due - myFICO’s cloud transformation - SVC204 - S...Amazon Web Services
 

Similar to AWS Outage Analysis (20)

Netflix0SS Services on Docker
Netflix0SS Services on DockerNetflix0SS Services on Docker
Netflix0SS Services on Docker
 
Ibm cloud nativenetflixossfinal
Ibm cloud nativenetflixossfinalIbm cloud nativenetflixossfinal
Ibm cloud nativenetflixossfinal
 
The State of Serverless Computing | AWS Public Sector Summit 2017
The State of Serverless Computing | AWS Public Sector Summit 2017The State of Serverless Computing | AWS Public Sector Summit 2017
The State of Serverless Computing | AWS Public Sector Summit 2017
 
Your First Hour on AWS: Building the Foundation for Large Scale AWS Adoption
Your First Hour on AWS: Building the Foundation for Large Scale AWS AdoptionYour First Hour on AWS: Building the Foundation for Large Scale AWS Adoption
Your First Hour on AWS: Building the Foundation for Large Scale AWS Adoption
 
AWS Architecture Fundamentals - Houston
AWS Architecture Fundamentals - HoustonAWS Architecture Fundamentals - Houston
AWS Architecture Fundamentals - Houston
 
New ThousandEyes Product Features and Release Highlights: November 2023
New ThousandEyes Product Features and Release Highlights: November 2023New ThousandEyes Product Features and Release Highlights: November 2023
New ThousandEyes Product Features and Release Highlights: November 2023
 
App-First & Cloud-Native: How InterMiles Boosted CX with AWS & Infostretch
App-First & Cloud-Native: How InterMiles Boosted CX with AWS & InfostretchApp-First & Cloud-Native: How InterMiles Boosted CX with AWS & Infostretch
App-First & Cloud-Native: How InterMiles Boosted CX with AWS & Infostretch
 
Building a Real Time Dashboard with Amazon Kinesis, Amazon Lambda and Amazon ...
Building a Real Time Dashboard with Amazon Kinesis, Amazon Lambda and Amazon ...Building a Real Time Dashboard with Amazon Kinesis, Amazon Lambda and Amazon ...
Building a Real Time Dashboard with Amazon Kinesis, Amazon Lambda and Amazon ...
 
Enterprise Service Delivery from the AWS Cloud (ARC208) | AWS re:Invent 2013
Enterprise Service Delivery from the AWS Cloud (ARC208) | AWS re:Invent 2013Enterprise Service Delivery from the AWS Cloud (ARC208) | AWS re:Invent 2013
Enterprise Service Delivery from the AWS Cloud (ARC208) | AWS re:Invent 2013
 
AWS re:Invent 2016: The State of Serverless Computing (SVR311)
AWS re:Invent 2016: The State of Serverless Computing (SVR311)AWS re:Invent 2016: The State of Serverless Computing (SVR311)
AWS re:Invent 2016: The State of Serverless Computing (SVR311)
 
The Top Outages of 2022: Analysis and Takeaways
The Top Outages of 2022: Analysis and TakeawaysThe Top Outages of 2022: Analysis and Takeaways
The Top Outages of 2022: Analysis and Takeaways
 
The Top Outages of 2022: Analysis and Takeaways
The Top Outages of 2022: Analysis and TakeawaysThe Top Outages of 2022: Analysis and Takeaways
The Top Outages of 2022: Analysis and Takeaways
 
Cloud Services Powered by IBM SoftLayer and NetflixOSS
Cloud Services Powered by IBM SoftLayer and NetflixOSSCloud Services Powered by IBM SoftLayer and NetflixOSS
Cloud Services Powered by IBM SoftLayer and NetflixOSS
 
AWS Webcast - Splunk and Autodesk
AWS Webcast - Splunk and AutodeskAWS Webcast - Splunk and Autodesk
AWS Webcast - Splunk and Autodesk
 
EMEA.23.02.23_Top_Outages_of_2022_Webinar_Slides.pptx
EMEA.23.02.23_Top_Outages_of_2022_Webinar_Slides.pptxEMEA.23.02.23_Top_Outages_of_2022_Webinar_Slides.pptx
EMEA.23.02.23_Top_Outages_of_2022_Webinar_Slides.pptx
 
CMG2013 Workshop: Netflix Cloud Native, Capacity, Performance and Cost Optimi...
CMG2013 Workshop: Netflix Cloud Native, Capacity, Performance and Cost Optimi...CMG2013 Workshop: Netflix Cloud Native, Capacity, Performance and Cost Optimi...
CMG2013 Workshop: Netflix Cloud Native, Capacity, Performance and Cost Optimi...
 
How to Build a Big Data Application: Serverless Edition
How to Build a Big Data Application: Serverless EditionHow to Build a Big Data Application: Serverless Edition
How to Build a Big Data Application: Serverless Edition
 
NetflixOSS for Triangle Devops Oct 2013
NetflixOSS for Triangle Devops Oct 2013NetflixOSS for Triangle Devops Oct 2013
NetflixOSS for Triangle Devops Oct 2013
 
Networking @Scale'19 - Getting a Taste of Your Network - Sergey Fedorov
Networking @Scale'19 - Getting a Taste of Your Network - Sergey FedorovNetworking @Scale'19 - Getting a Taste of Your Network - Sergey Fedorov
Networking @Scale'19 - Getting a Taste of Your Network - Sergey Fedorov
 
Giving credit where credit’s due - myFICO’s cloud transformation - SVC204 - S...
Giving credit where credit’s due - myFICO’s cloud transformation - SVC204 - S...Giving credit where credit’s due - myFICO’s cloud transformation - SVC204 - S...
Giving credit where credit’s due - myFICO’s cloud transformation - SVC204 - S...
 

More from ThousandEyes

How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
How To Troubleshoot Collaboration Apps for the Modern Connected Worker
How To Troubleshoot Collaboration Apps for the Modern Connected WorkerHow To Troubleshoot Collaboration Apps for the Modern Connected Worker
How To Troubleshoot Collaboration Apps for the Modern Connected WorkerThousandEyes
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesThousandEyes
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesThousandEyes
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesThousandEyes
 
New ThousandEyes Product Features and Release Highlights: March 2024
New ThousandEyes Product Features and Release Highlights: March 2024New ThousandEyes Product Features and Release Highlights: March 2024
New ThousandEyes Product Features and Release Highlights: March 2024ThousandEyes
 
EMEA What is ThousandEyes? Webinar
EMEA What is ThousandEyes? WebinarEMEA What is ThousandEyes? Webinar
EMEA What is ThousandEyes? WebinarThousandEyes
 
Outage Analysis: March 5th/6th 2024 Meta, Comcast, and LinkedIn
Outage Analysis: March 5th/6th 2024 Meta, Comcast, and LinkedInOutage Analysis: March 5th/6th 2024 Meta, Comcast, and LinkedIn
Outage Analysis: March 5th/6th 2024 Meta, Comcast, and LinkedInThousandEyes
 
Assure Patient and Clinician Digital Experiences with ThousandEyes for Health...
Assure Patient and Clinician Digital Experiences with ThousandEyes for Health...Assure Patient and Clinician Digital Experiences with ThousandEyes for Health...
Assure Patient and Clinician Digital Experiences with ThousandEyes for Health...ThousandEyes
 
AMER Introduction to ThousandEyes Webinar
AMER Introduction to ThousandEyes WebinarAMER Introduction to ThousandEyes Webinar
AMER Introduction to ThousandEyes WebinarThousandEyes
 
New ThousandEyes Product Features and Release Highlights: February 2024
New ThousandEyes Product Features and Release Highlights: February 2024New ThousandEyes Product Features and Release Highlights: February 2024
New ThousandEyes Product Features and Release Highlights: February 2024ThousandEyes
 
The Top Outages of 2023: Analyses and Takeaways
The Top Outages of 2023: Analyses and TakeawaysThe Top Outages of 2023: Analyses and Takeaways
The Top Outages of 2023: Analyses and TakeawaysThousandEyes
 
Enhancing SaaS Performance: A Hands-on Workshop for Partners
Enhancing SaaS Performance: A Hands-on Workshop for PartnersEnhancing SaaS Performance: A Hands-on Workshop for Partners
Enhancing SaaS Performance: A Hands-on Workshop for PartnersThousandEyes
 
The Top Outages of 2023: Analysis and Takeaways
The Top Outages of 2023: Analysis and TakeawaysThe Top Outages of 2023: Analysis and Takeaways
The Top Outages of 2023: Analysis and TakeawaysThousandEyes
 
The Top Outages of 2023: Analysis and Takeaways
The Top Outages of 2023: Analysis and TakeawaysThe Top Outages of 2023: Analysis and Takeaways
The Top Outages of 2023: Analysis and TakeawaysThousandEyes
 
ThousandEyes Enterprise Digital Workshop - Spanish
ThousandEyes Enterprise Digital Workshop - SpanishThousandEyes Enterprise Digital Workshop - Spanish
ThousandEyes Enterprise Digital Workshop - SpanishThousandEyes
 
ThousandEyes Enterprise Digital Workshop - German
ThousandEyes Enterprise Digital Workshop - GermanThousandEyes Enterprise Digital Workshop - German
ThousandEyes Enterprise Digital Workshop - GermanThousandEyes
 
ThousandEyes Enterprise Digital Workshop
ThousandEyes Enterprise Digital WorkshopThousandEyes Enterprise Digital Workshop
ThousandEyes Enterprise Digital WorkshopThousandEyes
 
Introduction to ThousandEyes and Meraki MX for Partners
Introduction to ThousandEyes and Meraki MX for PartnersIntroduction to ThousandEyes and Meraki MX for Partners
Introduction to ThousandEyes and Meraki MX for PartnersThousandEyes
 

More from ThousandEyes (20)

How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
How To Troubleshoot Collaboration Apps for the Modern Connected Worker
How To Troubleshoot Collaboration Apps for the Modern Connected WorkerHow To Troubleshoot Collaboration Apps for the Modern Connected Worker
How To Troubleshoot Collaboration Apps for the Modern Connected Worker
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
 
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyesAssure Ecommerce and Retail Operations Uptime with ThousandEyes
Assure Ecommerce and Retail Operations Uptime with ThousandEyes
 
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyesHow to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
How to Effectively Monitor SD-WAN and SASE Environments with ThousandEyes
 
New ThousandEyes Product Features and Release Highlights: March 2024
New ThousandEyes Product Features and Release Highlights: March 2024New ThousandEyes Product Features and Release Highlights: March 2024
New ThousandEyes Product Features and Release Highlights: March 2024
 
EMEA What is ThousandEyes? Webinar
EMEA What is ThousandEyes? WebinarEMEA What is ThousandEyes? Webinar
EMEA What is ThousandEyes? Webinar
 
Outage Analysis: March 5th/6th 2024 Meta, Comcast, and LinkedIn
Outage Analysis: March 5th/6th 2024 Meta, Comcast, and LinkedInOutage Analysis: March 5th/6th 2024 Meta, Comcast, and LinkedIn
Outage Analysis: March 5th/6th 2024 Meta, Comcast, and LinkedIn
 
Assure Patient and Clinician Digital Experiences with ThousandEyes for Health...
Assure Patient and Clinician Digital Experiences with ThousandEyes for Health...Assure Patient and Clinician Digital Experiences with ThousandEyes for Health...
Assure Patient and Clinician Digital Experiences with ThousandEyes for Health...
 
AMER Introduction to ThousandEyes Webinar
AMER Introduction to ThousandEyes WebinarAMER Introduction to ThousandEyes Webinar
AMER Introduction to ThousandEyes Webinar
 
New ThousandEyes Product Features and Release Highlights: February 2024
New ThousandEyes Product Features and Release Highlights: February 2024New ThousandEyes Product Features and Release Highlights: February 2024
New ThousandEyes Product Features and Release Highlights: February 2024
 
The Top Outages of 2023: Analyses and Takeaways
The Top Outages of 2023: Analyses and TakeawaysThe Top Outages of 2023: Analyses and Takeaways
The Top Outages of 2023: Analyses and Takeaways
 
Enhancing SaaS Performance: A Hands-on Workshop for Partners
Enhancing SaaS Performance: A Hands-on Workshop for PartnersEnhancing SaaS Performance: A Hands-on Workshop for Partners
Enhancing SaaS Performance: A Hands-on Workshop for Partners
 
The Top Outages of 2023: Analysis and Takeaways
The Top Outages of 2023: Analysis and TakeawaysThe Top Outages of 2023: Analysis and Takeaways
The Top Outages of 2023: Analysis and Takeaways
 
The Top Outages of 2023: Analysis and Takeaways
The Top Outages of 2023: Analysis and TakeawaysThe Top Outages of 2023: Analysis and Takeaways
The Top Outages of 2023: Analysis and Takeaways
 
ThousandEyes Enterprise Digital Workshop - Spanish
ThousandEyes Enterprise Digital Workshop - SpanishThousandEyes Enterprise Digital Workshop - Spanish
ThousandEyes Enterprise Digital Workshop - Spanish
 
ThousandEyes Enterprise Digital Workshop - German
ThousandEyes Enterprise Digital Workshop - GermanThousandEyes Enterprise Digital Workshop - German
ThousandEyes Enterprise Digital Workshop - German
 
ThousandEyes Enterprise Digital Workshop
ThousandEyes Enterprise Digital WorkshopThousandEyes Enterprise Digital Workshop
ThousandEyes Enterprise Digital Workshop
 
Introduction to ThousandEyes and Meraki MX for Partners
Introduction to ThousandEyes and Meraki MX for PartnersIntroduction to ThousandEyes and Meraki MX for Partners
Introduction to ThousandEyes and Meraki MX for Partners
 

Recently uploaded

FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraDeakin University
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 

Recently uploaded (20)

FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationBeyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
Beyond Boundaries: Leveraging No-Code Solutions for Industry Innovation
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
Artificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning eraArtificial intelligence in the post-deep learning era
Artificial intelligence in the post-deep learning era
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 

AWS Outage Analysis

  • 3. 3 Before We Begin... • If you have any questions, please type them in the Questions window. • If you have any audio problems, please chat us for help. • A recording of this presentation will be sent to you in a few days. 3 @ThousandEyes
  • 4. 4 Agenda • About ThousandEyes • Key Technical Concepts • Outage Timelines and Details • Demo – ThousandEyes Outage Analysis • Lessons & Takeaways • Q&A 4 @ThousandEyes
  • 5. 5 Actionable Insight for Internet, Cloud, and SaaS Correlated Insights Quickly isolate issues to app, network, or service Network Visibility Overlay, hop-by-hop underlay, ISP performance, and BGP routing App Experience SaaS, API, and internal app performance and user experience
  • 6. 6 Your Network ISP Cloud Provider See the Internet Like It’s Your Own Network Moscow, Russia Paris, France Chicago, IL Visualize the link between network topologies and service delivery Rapidly isolate problem domain and owner
  • 7. 7 ThousandEyes Collective Intelligence 20K+ Vantage Points Billions Daily Path Measurements Thousands Digital Services 110+ Countries 1100+ Cities
  • 8. 8 ThousandEyes Internet Insights: App Outages Dev Tools Communication Tools Human Resources Social Networking Finance eCommerce Sales & Marketing Collaboration Tools Top Business SaaS Apps • Global View of SaaS App Availability • Accelerated & Empowered IT Operations • Data-driven Vendor Governance
  • 10. 10 Amazon Web Services – At a Glance • Availability Zones • Key Components – EC2 – compute – S3 – storage – API Gateway • Ecosystem – 200+ services • US-EAST-1 outsized interdependency
  • 11. 11 Application Programming Interface (API) • Enables communication between disparate applications/systems • Increased application complexity • Interdependencies and domino effects
  • 12. 12 Amazon API Gateway • Gatekeeper for backend APIs in AWS • Capable of processing hundreds of thousands of concurrent API calls • AWS offers internal services to customers via API Gateway
  • 14. 14 12/7 - Event Sequence as Observed by ThousandEyes 1532 UTC – Outage Begins 1535 UTC - Server Response Failures 1640 UTC - AWS Status Page - First Mention 1712 UTC – AWS API Transaction Times Increase 0100 UTC – Return to Normal
  • 15. 15 12/7 - Event Sequence from Amazon RCA 1530 UTC – Multiple services impacted due to congestion from automated activity 1533 UTC – EC2 API errors and increased latency 1728 UTC – Internal DNS remediation, issues still persist Ongoing network congestion remediation measures 2134 UTC – Significant alleviation of network congestion 2135 UTC – Container API begins to return to normal 2222 UTC – Network devices and AWS Console access “all clear” 2230 UTC - Route 53 APIs "all clear" 2240 UTC - EC2 "all clear" 0041 UTC – API Gateways recovered
  • 16. 16 12/10 - Event Sequence as Observed by ThousandEyes 1305 UTC – Outage Begins Server Response Failures Brief Clear, Followed by Resumption 1430 UTC – Return to Normal
  • 17. Demo
  • 18. 18 Lessons and Takeaways • Understand your network and application interdependencies – Front-end interfaces often depend on many back-end APIs • How does your cloud provider work? – Understand architecture and interdependencies – Single AZ, multi-AZ, multi-cloud – AWS ≠ Azure ≠ GCP • Inform your Incident Response / Outage Management – Specific guidance when issues take place – Example: we’re seeing 2x API responses and it is impacting x, y, z across all zones • Independent visibility and verification is needed – Don’t just depend on the status page!
  • 19. 19 @ThousandEyes Learn more Free Trial / Demo Next Steps • Subscribe! https://blog.thousandeyes.com • Get a real-time view of the health of the Internet https://thousandeyes.com/outages • Sign up for a Free Trial: https://www.thousandeyes.com/signup • Request a demo: https://www.thousandeyes.com/request-demo
  • 20. Q&A