appNeura is an AIOps based, Digital Experience Monitoring (DEM) product, that provides end to end actionable insights from Web and Mobile apps to Developers, IT/Ops managers, CIOs, Business Owners and Product Owners
Performance monitoring for remote locationsAppNeta
Network performance monitoring for remote locations should help IT to see what the user is seeing in any application. That's true whether it's a remote office, hotel, retail store, restaurant, hospital or any other place IT isn't.
This presentation to FedEx stakeholders at their World Usability Day expo summarizes the tradeoffs between onsite / lab-based vs. remote user testing for usability studies and provides tips for both methods.
appNeura is an AIOps based, Digital Experience Monitoring (DEM) product, that provides end to end actionable insights from Web and Mobile apps to Developers, IT/Ops managers, CIOs, Business Owners and Product Owners
Performance monitoring for remote locationsAppNeta
Network performance monitoring for remote locations should help IT to see what the user is seeing in any application. That's true whether it's a remote office, hotel, retail store, restaurant, hospital or any other place IT isn't.
This presentation to FedEx stakeholders at their World Usability Day expo summarizes the tradeoffs between onsite / lab-based vs. remote user testing for usability studies and provides tips for both methods.
51% Users complain on social media about poor User Experience.
Every Second Delay or Under-Performance of your Application can affect your business.
Would you like to see the Results on How Your Applications is working?
9.5+ years of IT professional experience in telecom domain.
Working on Agile Methodology.
Worked on OSS/BSS applications. Experience in ordering domain.
Good knowledge in Order Management Syetem.
Posses B1 Visa which is valid till July 2022.
Travelled to US on B1 for 3 months.
Attained good experience in Functional, Integration, Regression testing.
Good knowledge in web service testing. Have tools tools like SOAP UI, POSTMAN.
Hands on experience on Tool like Toad ,BUSTESTER.
Attained good experience in writing Test Cases / Scenarios / Automating using QTP.
3 years experience in Automation ( QTP ) in developing framework & writing scripts.
Have automated 2 web based application and 1 desktop application using QTP/UFT and VB script.
Free yourself with the most insightful, automated network management software in the universe. Entuity offers the solutions of choice for medium and large multi-vendor networks in need of deep, proactive network management and customizable, comprehensive reporting.
The Best of Both Worlds - Combining Performance and Functional Mobile App Tes...Bitbar
We co-hosted a webinar with Neotys to shed some lights on
- How to overcome the challenges in mobile app performance and functional testing
- How to gain granular and actionable insights to measure and improve your app user experience
- Best practices to get the mobile readiness for 2017 Holiday Shopping Season
- A brief demo of the integration between Neoload and Bitbar Testing
The differing ways to monitor and instrumentJonah Kowall
FullStack London July 15th, 2016
Monitoring is complicated, and in most organizations consists of far too many tools owned by many teams. These tools consist of monitoring tools each looking at a component myopically. These tools metrics and logs from devices and software emitting them. Increasingly modern companies are creating their own instrumentation, but there is a large base of generic instrumentation of software. Fixing monitoring issues requires people, process, and technology. In this talk we will cover many common issues seen in the real world. For example decisions on what should be monitored or collected from a technology and a business perspective. This requires process and coordination.
We will investigate what instrumentation is most scalable and effective across languages this includes the commonly used APIs and possibilities to capture data from common languages like Java, .NET and PHP, but we’ll also go into methods which work with Python, Node.js, and golang. We will cover browser and mobile instrumentation techniques. How these are done? which APIs are being used? What open source tools and frameworks can be leveraged? Most importantly how to coordinate and communicate requirements across your organization.
Attendees of this session will walk away with a clear understanding of:
What is instrumentation, and what do I instrument, collect, and store?
The understanding of overhead and how this can be accomplished on common software stacks?
How to work with application owners to collect business data.
How correlation works in custom open source or packaged monitoring tools.
The working architecture of node js applications open tech week javascript ...Viktor Turskyi
We launched more than 60 projects, developed a web application architecture that is suitable for projects of completely different sizes. In the talk, I'll analyze this architecture, will consider the question what to choose “monolith or microservices”, will show the main architectural mistakes that developers make.
Not my problem - Delegating responsibility to infrastructureYshay Yaacobi
Slides for for my talk, appeared on Code-Europe Poznan 12.06.2018
(https://www.codeeurope.pl/en/speakers/yshay-yaacobi)
https://github.com/yshayy/not-my-problem-talk
https://github.com/Yshayy/not-my-problem-talk/blob/master/slides/demo.md
Your Testing Is Flawed: Introducing A New Open Source Tool For Accurate Kuber...StormForge .io
Complimentary Live Webinar
Sponsored by StormForge
Analyzing the performance and behavior of applications run on Kubernetes is often challenging, making the need to optimize prior to production something that you must have. However, a problem has reared its head in the form of a question: How do you get an accurate measurement of application performance or other behavior without accurate testing or an accurate representation of how it will run in production? In this webinar, we will present and discuss a new fully Open Source tool for creating the needed tests with which to accurately measure your applications. We hope you will join us to learn more about this tool, and find out how you can help contribute.
This webinar is sponsored by StormForge and hosted by The Linux Foundation.
Speaker
Noah Abrahams, Open Source Advocate
Noah is an Open Source Advocate for StormForge, merging Open Source Strategy with Developer Advocacy. He has been involved in cloud for over 12 years, has been contributing to the Kubernetes ecosystem for 5 years, and has been up and down the business stack from DevOps and Architecture to Sales, Enablement, and Education. You will find him running meetups in Las Vegas and attending conferences, once those are both happening again.
Finding Hidden Call Quality Issues with Machine Learningcallstats.io
Machine Learning techniques that can be used to identify call quality problems based on analysis of WebRTC metrics data. Presented by Varun Singh, callstats.io CEO, at CommCon 2019.
51% Users complain on social media about poor User Experience.
Every Second Delay or Under-Performance of your Application can affect your business.
Would you like to see the Results on How Your Applications is working?
9.5+ years of IT professional experience in telecom domain.
Working on Agile Methodology.
Worked on OSS/BSS applications. Experience in ordering domain.
Good knowledge in Order Management Syetem.
Posses B1 Visa which is valid till July 2022.
Travelled to US on B1 for 3 months.
Attained good experience in Functional, Integration, Regression testing.
Good knowledge in web service testing. Have tools tools like SOAP UI, POSTMAN.
Hands on experience on Tool like Toad ,BUSTESTER.
Attained good experience in writing Test Cases / Scenarios / Automating using QTP.
3 years experience in Automation ( QTP ) in developing framework & writing scripts.
Have automated 2 web based application and 1 desktop application using QTP/UFT and VB script.
Free yourself with the most insightful, automated network management software in the universe. Entuity offers the solutions of choice for medium and large multi-vendor networks in need of deep, proactive network management and customizable, comprehensive reporting.
The Best of Both Worlds - Combining Performance and Functional Mobile App Tes...Bitbar
We co-hosted a webinar with Neotys to shed some lights on
- How to overcome the challenges in mobile app performance and functional testing
- How to gain granular and actionable insights to measure and improve your app user experience
- Best practices to get the mobile readiness for 2017 Holiday Shopping Season
- A brief demo of the integration between Neoload and Bitbar Testing
The differing ways to monitor and instrumentJonah Kowall
FullStack London July 15th, 2016
Monitoring is complicated, and in most organizations consists of far too many tools owned by many teams. These tools consist of monitoring tools each looking at a component myopically. These tools metrics and logs from devices and software emitting them. Increasingly modern companies are creating their own instrumentation, but there is a large base of generic instrumentation of software. Fixing monitoring issues requires people, process, and technology. In this talk we will cover many common issues seen in the real world. For example decisions on what should be monitored or collected from a technology and a business perspective. This requires process and coordination.
We will investigate what instrumentation is most scalable and effective across languages this includes the commonly used APIs and possibilities to capture data from common languages like Java, .NET and PHP, but we’ll also go into methods which work with Python, Node.js, and golang. We will cover browser and mobile instrumentation techniques. How these are done? which APIs are being used? What open source tools and frameworks can be leveraged? Most importantly how to coordinate and communicate requirements across your organization.
Attendees of this session will walk away with a clear understanding of:
What is instrumentation, and what do I instrument, collect, and store?
The understanding of overhead and how this can be accomplished on common software stacks?
How to work with application owners to collect business data.
How correlation works in custom open source or packaged monitoring tools.
The working architecture of node js applications open tech week javascript ...Viktor Turskyi
We launched more than 60 projects, developed a web application architecture that is suitable for projects of completely different sizes. In the talk, I'll analyze this architecture, will consider the question what to choose “monolith or microservices”, will show the main architectural mistakes that developers make.
Not my problem - Delegating responsibility to infrastructureYshay Yaacobi
Slides for for my talk, appeared on Code-Europe Poznan 12.06.2018
(https://www.codeeurope.pl/en/speakers/yshay-yaacobi)
https://github.com/yshayy/not-my-problem-talk
https://github.com/Yshayy/not-my-problem-talk/blob/master/slides/demo.md
Your Testing Is Flawed: Introducing A New Open Source Tool For Accurate Kuber...StormForge .io
Complimentary Live Webinar
Sponsored by StormForge
Analyzing the performance and behavior of applications run on Kubernetes is often challenging, making the need to optimize prior to production something that you must have. However, a problem has reared its head in the form of a question: How do you get an accurate measurement of application performance or other behavior without accurate testing or an accurate representation of how it will run in production? In this webinar, we will present and discuss a new fully Open Source tool for creating the needed tests with which to accurately measure your applications. We hope you will join us to learn more about this tool, and find out how you can help contribute.
This webinar is sponsored by StormForge and hosted by The Linux Foundation.
Speaker
Noah Abrahams, Open Source Advocate
Noah is an Open Source Advocate for StormForge, merging Open Source Strategy with Developer Advocacy. He has been involved in cloud for over 12 years, has been contributing to the Kubernetes ecosystem for 5 years, and has been up and down the business stack from DevOps and Architecture to Sales, Enablement, and Education. You will find him running meetups in Las Vegas and attending conferences, once those are both happening again.
Finding Hidden Call Quality Issues with Machine Learningcallstats.io
Machine Learning techniques that can be used to identify call quality problems based on analysis of WebRTC metrics data. Presented by Varun Singh, callstats.io CEO, at CommCon 2019.
ClueCon 2018: AI For Real-time Communications by Binoy Chemmagatecallstats.io
The aim for every real-time communication product is to deliver the best media quality. That is optimal for the set of end-users in the call, based on their individual locations, the diverse device capabilities, and/or prevalent network conditions between them. The talk discussed AI techniques used at callstats.io for delivering optimal media quality at ClueCon 2018 by Binoy Chemmagate.
https://www.cluecon.com/
Delay is an important networking metric that can have a major impact on the user experience. This infographic explains the four key components that make up the total delay in a network.
6 Cost Saving Benefits of Real-time Speech Analyticscallstats.io
Real-time speech analytics has become an essential part of customer support and sales. It permits organizations to have deeper insights into customer interactions and direct conversation flows to be as productive as possible. Check out our infographic on the cost-saving benefits of using real-time speech analytics.
WebRTC data channels have various interesting use cases, several of which are outlined in our WebRTC Metrics Reports. This infographic outlines five different use cases for WebRTC, as well as short explanations of how WebRTC benefits them.
WebRTC has a rich and interesting history, starting in 2010 with Google’s acquisition of On2 and Global IP Solutions. It’s been seven years, and WebRTC v1.0 is finally considered feature complete by W3C and supported across Chrome, Firefox, Safari, Opera, and Edge, as well as iOS and Android. Before thinking about the next version of WebRTC, let’s take a look at the past.
Who Really Needs to Monitor WebRTC? [Infographic]callstats.io
No matter the complexity of the WebRTC product, it’s important to have some sort of monitoring tool so you are not relying solely on customer feedback. Figuring out a problem is a lot easier when you can have some actual verifiable metrics to refer to.
This infographic gives you background on how monitoring workload is divided between Customer Support, DevOps, and Engineering teams.
Kranky Geek Sao Paulo 2016 - WebRTC Statistics and Analyticscallstats.io
Let’s play with WebRTC statistics and the getStats() API. WebRTC Stats expert Varun Singh will review the many statistics WebRTC provides, what they mean, and how to use them to keep your service running smoothly.
WebRTC - an analytics perspective by callstats.iocallstats.io
Varun Singh, callstats.io CEO, gave a presentation at Enterprise Connect 2016. He talked about how WebRTC is being used and what are the analytics behind it.
One year of measuring WebRTC service qualitycallstats.io
Varun presented some key numbers from callstats.io WebRTC monitoring and analytics plaform at the WebRTC Conference Expo in Paris December 2015. Browsers, Operating systems, participants, relay types, IPv6, ICE candidates, Setup times, failure reasons, time to failure, churn, RTT distribution, TURN & NAT.
callstats.io monitors and manages the media sessions in a WebRTC application. The slideshow highlights why monitoring the quality of the session is important, what is visualised to help with diagnostics. For more information about the management and notification features, contact varun -at- callstats.io
To make sure WebRTC conferences can be offered at the best possible quality, the WebRTC standard includes a statistics API. The statistics can be retrieved with the getStats() API call.
A Rich Alternative to webrtc-internalscallstats.io
Using the webrtc-internals requires the user to be quite tech-savvy as only few people know how to access the page. Also making the user go to the webrtc-internals page makes the users do a job that should be done by the service provider. With callstats.io integrated in WebRTC service, statistics from every call is periodically logged. Therefore, a developer can dissect segments of a conference call or also search for conference calls made by the same user to see how consistently the issue appears for them.
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
How Active WebRTC Connectivity Tests Are Improving User Experiences
1. How Active WebRTC Connectivity Tests
Are Improving User Experiences
Lennart Schulte
2. Who am I
● Diploma in computer science, networking technology from
RWTH Aachen Germany
○ TCP measurements in virtualized environments
● PhD in same area from Aalto University, Finland
○ large scale active end-to-end mobile network measurements
○ IETF
● callstats.io for last 2.5 years
○ senior software engineer, analytics team lead
○ W3C
3. callstats.io: The WebRTC Monitoring Leader
● Founded in 2014 by IETF and W3C authors
● Integrated into leading CPaaS platforms and SDKs
● Backed by leading venture capital firms
● Over 1B collected WebRTC data points each month
● Customers in different industries
4. ● Operations and architects
● Product manager and developers
● Agent supervisor
● Agent or user
Who uses monitoring
8. Product manager, developer
● Group of users
● Regions
Operations and architects
● Reachability, location
● Server performance, scale
End-user
● Establishing connectivity
● Losing connectivity, quality
Agent supervisor
● Agent performance
● Sites
Challenges
9. ● User is not making calls?
● Too little data to infer problem?
○ time based problem
○ region based problem
→ Use users as probes
● User is bothering customer support all the time?
→ Debug options for users
Passive monitoring great, but what if ..
10. ● Javascript library, runs in the browser
○ based on WebRTC data channels
● currently runs against our TURN servers
○ can be run against your TURN servers as well
● Performs active network measurements against our servers
○ Connectivity, ICE, RTT, loss, throughput
Our active monitoring
12. User joining a conference call
● “Will I be able to make a call with sufficient quality?”
● “Can I make a call at all?”
● “Last call wasn’t great”
→ “Is the problem on my side?”
Use case #1
14. User always available
● Contact center agent
● know before any call if everything is working
○ especially important when travelling, WFH, cafes, public places
Use case #2
16. User always available
● Team collaboration: 8x8, Slack, RingCentral, five9
● Customer support: “Is the quality for a user consistent?”
→ data to check if performance is sufficient, more context
Use case #3
17. Agent supervisor
● “Can I make sure that my agents will provide good quality calls?”
→ take agents offline if quality is consistently bad,
have them attend less important calls
Use case #4
19. Contact center infrastructure - new site
● “Is the location good to reach the user base I care about?”
● “Multiple available ISPs, which to choose?”
● “Is there a performance variation in time?”
→ Site surveys
Use case #5
21. Infrastructure monitoring
● run automated tests against infra
● from actual user locations instead of cloud
→ reachability, performance (not load/regression tests)
Use case #6
22. Conclusion
● Active tests are useful
○ Debug options for users
○ More “personalized” infrastructure monitoring
○ Insights for customer support and supervisors
● Not a replacement for passive monitoring
○ supplementary - when call data is unavailable/insufficient