Performance Testing For Small Projects

•

0 likes•33 views

This document provides an overview of performance testing small to medium projects using JMeter. It discusses why performance matters, why JMeter is a good option, how to define test requirements, important metrics to track, and tips for reporting. Performance impacts revenue, user experience, and conversions. JMeter is open source and supports various protocols and integrations. Defining goals, features, and bottlenecks helps shape test plans. Key metrics include response time, throughput, latency and resource usage. Reports should focus on percentiles over averages and use tools like BlazeMeter Sense to visualize data for management.

Technology

Performance testing for small
projects with JMeter
Max Voitko Test Automation Engineer @ glomex GmbH
#KyivTesters

For Whom?
Small-Medium Companies

Small Startup

Big Startup

Facebook Killer

E-commerce Giant

Agenda
Why does performance matter?

Why JMeter?

How to deﬁne requirements?

What metrics to track?

How to report?

Tips & Tricks

Why does Performance Matter?
Netﬂix – Adopting a single optimization, gzip compression, resulted in a 13-25% speedup
and cut their outbound network traﬃc by 50%

100ms improvement gives up to 1% incremental revenue

47% of consumers expect a web page to load in 2 seconds or less. Kiss Metrics

Cedexis Analytics says that improving page load time by 1 second:

• Increases pages viewed, per session by an average of 13.3% more pages

• Decreases “bounce” rate by an average of 13.9%

• Improves conversion rate by an average of 27.3%, across various conversion types:
downloads, purchases, video playouts, etc.

Mobile is the New Web
Why does Performance Matter?

Why JMeter?
Open-source

Integrations: Selenium, Maven, Jenkins, DB, Grafana…

3-rd party plugins: Ubik Load Pack, BlazeMeter

Easy Remote testing

Multi-Protocol Support: HTTP, SOAP, FTP, JMS, WebSocket, LDAP

Wide services support: POP3, IMAP4, SMTP

Scaling

JMeter Trade-Offs
Distributed testing

UI-oriented

Inﬂexible Test Run from the Box

Tricky HTTPS handling

JVM Memory consumption

GUI Test Scripting / No Code Scripting

How to Deﬁne Requirements?
Deﬁne test strategy and test plan

Know your goals

Crucial business features

Technical bottlenecks

QA expertise

How to Deﬁne Requirements?
Whenever you want…

Just Do It
Deﬁne Test Strategy and Test Plan

How to Deﬁne Requirements?
Until you know your goals you are
ship that journeys through storm and
darkness
Know Your Goals
The Tempest, 1886 by Ivan Aivazovsky

How to Deﬁne Requirements?
Deﬁne system performance capabilities and bottlenecks

Validate that the application performs properly

Validate that the application conforms to business performance needs

Find, analyze, and help ﬁxing performance problems

Validate the hardware for the application is reasonable

Plan capacity for application future demand

Reach speciﬁc performance metrics

Assure that performance doesn’t degrade after changes
Know Your Goals

How to Deﬁne Requirements?
Discuss with Product Responsible (PO / PM / RM / BA):

Load

Number of users. Real user != Virtual User

Transactions

Blocker, Acceptable and Excellent performance UX metrics

Crucial Business Features

How to Deﬁne Requirements?
Technical bottlenecks:

DB

Autoscaling

Downscaling
Know Your Goals

What to Test?
More metrics = More listeners

More listeners = Poorer performance
Metrics

What Metrics to Track?
Response Time (RT), ms

Throughput, RPS / Concurrent VU

Latency / TtFB, ms

Resource usage: CPU, Memory, Disk

Stability / RT over Time
Key Metrics

How to Report?
Master your Data

Fancy stats are for tech guys not for management

Must have tools:

Blazemeter Sense

Ubik Load Pack

How to Report?
Average numbers are bad metrics

Average numbers are good for tuning the max / min values

90% / 95% / 99% Percentiles

Plots:

RT over Time

RT Distribution

RT Percentiles

Transactions over Time
Master Your Data

Tips & Tricks
Always run tests in non-GUI mode

Upgrade Stage to Prod replica for test run

Separate property ﬁle

Use short smoke test FIRST

Careful DEBUG logging for test creation

Careful INFO logging for test run

Generate reports ONLY after test run

Model load with Ubik Load Pack

Blazemeter Sense reports

Maksym Voitko
Twitter

LinkedIn

Medium

@MaxVoitko

mvoitko

@mvoitko

This document discusses application performance monitoring tools and describes Flopsar Suite APM. It notes that companies increasingly rely on online applications and services but face challenges like slow response times. Traditional system management tools are expensive and complex. Flopsar Suite provides fault detection, root cause analysis, and intuitive dashboards to help companies monitor application performance in real-time across heterogeneous environments with minimum implementation time and training. It visualizes requests and detects anomalies, and has helped customers reduce incidents, increase productivity, lower costs, and reduce time spent troubleshooting issues.

Load testing

Mindfire Solutions

It's not news how even some very high profile websites have suffered from serious performance issues owing to large hits on their websites- eventually resulting in monetary loss and above all loss of valuable customers. At Mindfire, with our expert team of Load and Performance testers, we help ensure that streamlined efforts are also being aligned towards this very important aspect of development.

Testing Tools Landscape

Compuware APM

Quality must move beyond the purview of just the testing organization and must become an integrated part of the entire software development life cycle (SDLC) to reduce schedule-killing rework, improve user satisfaction, and reduce the risks of untested nonfunctional requirements such as security and performance. Vendors have taken note and look to provide tools that support every role in the organization, considerably broadening the testing tools landscape. Join Margo Visitacion of Forrester and learn: * Don't lose before you get into the game * Why load testing can make the difference * How planning performance testing today can help budget planning tomorrow * How to develop your test game plan

Performance management network

azulaold

Application performance management (APM) is a solution that monitors and optimizes the performance of applications across a wide area network. As organizations expand globally, APM becomes important for ensuring remote employees can securely and efficiently access critical applications. APM measures application performance at the server, network, application, and end-user levels to identify issues and improve response times. Implementing best practices of APM such as understanding usage, continuous monitoring, and linking performance to business needs helps optimize the network and enhance the user experience.

Building the Digital Bank

Ambareesh Kulkarni

This document discusses automating the migration of ATMs from Windows XP to Windows 7/8/10. A regional US bank had significantly delayed and overspent on a manual migration with no results. The bank asked the team to remotely migrate all ATMs with zero downtime. The document outlines challenges like extended support costs for Windows XP. It proposes using 1E's zero touch deployment methodology to pre-cache software updates before remotely installing them, minimizing downtime. A case study showed how 1E helped a bank pilot and fully deploy the migration on thousands of ATMs over WAN links within time and budget.

Service industry metrics

Dan Wilson

The document discusses key metrics for service industry support centers, including who is responsible for metrics, why metrics are reported, and what metrics should be measured. It covers common metrics like call volume, abandonment rates, average speed to answer, and financial metrics. It also provides formulas for calculating metrics like abandonment rates, average speed to answer, cost per call, and first call resolution. Tools for reporting metrics include reporting from service management systems, Crystal Reports, and Excel pivot tables.

Application Performance Monitoring

Olivier Gérardin

Graham Brierton’s Presentation at eComm 2009

eCommConf

The document discusses how conversational engagement platforms (CEPB) can help companies improve key business processes and metrics. It highlights how the VoiceSage platform allows companies to build and analyze different types of interactions like phone calls, texts, and emails. VoiceSage helps identify "lags and drags" that cost companies money and proposes measuring metrics to show how CEPB can improve processes and benefit the bottom line. Case studies demonstrate how specific companies used VoiceSage interactions and metrics to reduce call center times and improve payment collection. The future may see more data-driven models and cost recovery funding as the market grows.

The document outlines 11 reasons why outsourcing mobile app testing works best. It argues that outsourcing testing ensures quality apps while saving time and costs. Outsourcing provides cost-effectiveness, process efficiency, faster results, QA automation, code confidentiality, scalability, timeline maintenance, focused operations, and autonomous testing results. Outsourcing mobile app testing can help businesses overcome challenges and improve final product quality.

Lessons learned from building (and failing) recommender systems

Farouq Oyebiyi

The document discusses lessons learned from building recommender systems. It recommends having a clearly defined goal tied to a business metric like views or clicks. It also recommends starting small with simple models like logistic regression or matrix factorization before scaling up. Additionally, the document recommends explaining recommendations to users to build trust and ensuring good user experience by limiting choice overload and positioning recommendations appropriately.

CustomerCount Capabilities

Mobius Vendor Partners

Visual Performance Management

Liam Mills

This document describes an innovative low-cost visual performance management software that collects shop floor data quickly and provides feedback on production efficiency. It allows for electronic storage of documents to track key performance indicators and production metrics in real-time on overhead screens. The software is designed to keep implementation costs low and can be accessed via tablets on the factory floor or in boardrooms for live production information and issue highlighting.

Appdynamics Training Session

CodvaTech Labs

Interaction feedback

Communications Products, Inc.

The document discusses post-call customer surveys conducted through an interaction feedback platform. It provides information on how the surveys are administered, the benefits of collecting customer feedback, and how the solution differs from other third-party options. Key features highlighted include wizard-guided survey creation, automatic rule-based survey distribution, real-time dashboards and alerts, and integrated reporting across feedback and call interaction data.

How to select and Implement an ERP System

Shalini Saha

PROGNOSIS for Web Applications

antoni0martin

The document discusses web application monitoring using a tool called PROGNOSIS. It describes various types of web applications and the expectations and challenges of ensuring they are available, performing well, and delivering accurate content. The solution presented is PROGNOSIS, which can capture and replay user sessions to measure availability, performance, and validate content and functionality in real-time. It provides alerts and reports and can monitor applications from multiple endpoints.

Developing a Recall App on Force.com in a Week

Salesforce Developers

The document discusses how a company developed a recall app on the Salesforce platform in one week. Key steps included: 1. Preparing for a high volume of customer calls by streamlining the case creation process and setting up workflow rules to automatically send emails. 2. Integrating the app with UPS to facilitate quick returns processing. 3. Allowing customers to self-serve through a Force.com site that uses Visualforce and custom settings. 4. Iteratively improving the app based on unexpected issues. The results were a 72% return rate (typical is 20%) and very satisfied customers who praised the company's handling of the recall.

Developing a Recall App on Force.com in a Week

Salesforce Developers

Batch Jobs: Beyond the Basics

Salesforce Developers

Batch jobs are a powerful tool that can be used to perform resource-intensive data processing. Join us as we focus on tuning and structuring batch jobs to handle enterprise-level data and business needs in a performant and reliable manner. We'll discuss and provide tips and solutions on issues like avoiding the Salesforce governor limits, increasing the speed of execution, and adding configurability and error management with and without building a batch job framework. We'll also identify and offer workarounds for some gotchas like iterating over custom settings.

July Mobility Ffield

UCUOM

The document outlines a communications plan for a company transitioning its mobile services from one carrier to another. It identifies key stakeholders and their potential concerns about the project. It then details a schedule of communications tasks leading up to and after the transition, including sending emails, brochures and conducting phone calls to provide information about what will happen, why it is happening, and how the transition process will work. The message content covers an overview of the project, benefits of the new carrier like cost reductions and a new phone range, and instructions for what users need to do like swapping their SIM card.

CRM-Presenation

Qamar Iqbal (1000+)

This document proposes developing the existing desktop CRM application into an iPhone application to address drawbacks like lack of portability, complex layouts, and limited user interaction. The proposed mobile app would simplify workflows, improve efficiency, reduce time wasting, and allow fast data retrieval through a simple and attractive interface requiring minimal clicks. It would give CRM agents portability while allowing them to search for practices and providers, view details, generate cases, and access customer support information through features like login, search, case generation, and a customer officer interface. The app would use Xcode and Objective C for development, integrate with a backend WCF web service on Microsoft Visual Studio, and store data in a Microsoft SQL Server database.

Webinar: Drive Financial Services Innovation Through IT Automation

CFEngine

Presentation from webinar held July 17, 2014 titled 'Drive Financial Services Innovation Through IT Automation'. Topics covered included using CFEngine Enterprise 3.6.0 to: - Simplify audits with continual monitoring of system compliance and automatic remediation - Dramatically improve the speed to update your environments - Sharpen your visibility into critical configuration items and system inventory - Ensure your system is secure and in compliance with defined policy

Show Me the Money: Connecting Performance Engineering to Real Business Results

Correlsense

Performance testing and optimization are often neglected parts of enterprise application roll out and upgrade initiatives. The challenge for many IT managers is communicating the value of IT performance projects to business stakeholders who would benefit the most. An interactive discussion with Walter Kuketz, CTO of Collaborative Consulting where he shares: - How to align key business drivers with your performance engineering projects - Ways to bridge the IT-business stakeholder communication gap - A new approach to model business transactions and their IT dependencies Host: Frank Days Title: VP of Marketing, Correlsense

Solving 21st Century App Performance Problems Without 21 People

Dynatrace

Delivering your application to users quickly and efficiently is vital to meeting customer expectations and revenue goals. As systems become ever more distributed and complex, this gets more and more difficult. Even a slight delay in identifying and resolving application performance issues could mean lost revenue and unhappy customers. Because of their complex, distributed IT environment, 200+ production enterprise web services and associated middleware tools, Brian Bemiller, Leader of the SOA/Middleware Team at Westfield Insurance, and his team needed an APM solution that would improve end-user experience, reduce problem resolution time and move them from a reactive to proactive mode. Join Brian Bemiller to find out how Westfield Insurance: Fixed a problem that caused a 2 minute user death spiral that 20 people couldn’t fix Reduced the number of resources and time needed to solve problems Improved MTTR from ‘too difficult to solve’ to 'solved in just minutes' Realized 4x response time improvement to rate policies Provided the business with application performance and quality visibility that resonates with them View the full Webcast here: http://cpwr.it/GOcIk

How to Improve Overall Performance & Security For Any eCommerce Website In 2023

Galaxy Weblinks

The eCommerce industry has seen remarkable growth in recent years, with global eCommerce sales reaching $4.9 trillion in 2021. However, as eCommerce businesses become more prevalent, they also become prime targets for cyber attacks, putting pressure on maintaining website performance and security. Regular audits can help you identify issues early and prepare the necessary adjustments. But with the combination of a few methods you can try to detect and address performance and security issues in your systems before they become serious problems, and ensure that your systems are optimized for performance and security.

Mindtree's performance engineering services.

Mindtree Ltd.

Mindtree leverages its performance engineering services to develop software products and applications that perform optimally in normal as well as extreme load conditions. This reduces the number of failures related to performance and availability. We offer performance engineering services across a wide range of verticals and applications based on client server, Web technologies, Web services and ERP.

The Evolution of a Scrappy Startup to a Successful Web Service

Poornima Vijayashanker

Mint.com started as a prototype created by the author using open source tools with no prior startup experience. The initial prototype focused on differentiating features like aggregating financial accounts and transactions. As users grew, performance issues arose due to increased load on servers and databases. To address these growing pains, the architecture was optimized by separating tiers, adding caching, database sharding, and more. Key lessons were to focus first on critical user problems in prototypes, continuously measure performance, and optimize based on demand to balance latency, throughput, and quality as the user base expanded.

Accelerate and Streamline Performance Testing with AI-powered Test Automation...

RohitBhandari66

Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...

Data Con LA

Curtis ODell, Global Director Data Integrity at Tricentis Join me to learn about a new end-to-end data testing approach designed for modern data pipelines that fills dangerous gaps left by traditional data management toolsâ€”one designed to handle structured and unstructured data from any source. You'll hear how you can use unique automation technology to reach up to 90 percent test coverage rates and deliver trustworthy analytical and operational data at scale. Several real world use cases from major banks/finance, insurance, health analytics, and Snowflake examples will be presented. Key Learning Objective 1. Data journeys are complex and you have to ensure integrity of the data end to end across this journey from source to end reporting for compliance 2. Data Management tools do not test data, they profile and monitor at best, and leave serious gaps in your data testing coverage 3. Automation with integration to DevOps and DataOps' CI/CD processes are key to solving this. 4. How this approach has impact in your vertical

What's hot

Automatic Performance Modelling from Application Performance Management (APM)...

Paul Brebner

11 Reasons Why You Too Need To Outsource Mobile App Testing

Maruti Techlabs

Lessons learned from building (and failing) recommender systems

Farouq Oyebiyi

CustomerCount Capabilities

Mobius Vendor Partners

Visual Performance Management

Liam Mills

Appdynamics Training Session

CodvaTech Labs

Interaction feedback

Communications Products, Inc.

How to select and Implement an ERP System

Shalini Saha

PROGNOSIS for Web Applications

antoni0martin

Developing a Recall App on Force.com in a Week

Salesforce Developers

Developing a Recall App on Force.com in a Week

Salesforce Developers

Batch Jobs: Beyond the Basics

Salesforce Developers

July Mobility Ffield

UCUOM

CRM-Presenation

Qamar Iqbal (1000+)

Webinar: Drive Financial Services Innovation Through IT Automation

CFEngine

What's hot (15)

Automatic Performance Modelling from Application Performance Management (APM)...

11 Reasons Why You Too Need To Outsource Mobile App Testing

Lessons learned from building (and failing) recommender systems

CustomerCount Capabilities

Visual Performance Management

Appdynamics Training Session

Interaction feedback

How to select and Implement an ERP System

PROGNOSIS for Web Applications

Developing a Recall App on Force.com in a Week

Batch Jobs: Beyond the Basics

July Mobility Ffield

CRM-Presenation

Webinar: Drive Financial Services Innovation Through IT Automation

Similar to Performance Testing For Small Projects

Show Me the Money: Connecting Performance Engineering to Real Business Results

Correlsense

Solving 21st Century App Performance Problems Without 21 People

Dynatrace

How to Improve Overall Performance & Security For Any eCommerce Website In 2023

Galaxy Weblinks

Mindtree's performance engineering services.

Mindtree Ltd.

The Evolution of a Scrappy Startup to a Successful Web Service

Poornima Vijayashanker

Accelerate and Streamline Performance Testing with AI-powered Test Automation...

RohitBhandari66

Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...

Data Con LA

Микола Ковш “Performance Testing Implementation From Scratch. Why? When and H...

Dakiry

This document discusses the importance of performance testing and provides an introduction to the topic. It notes that performance testing determines how a system behaves under different loads and helps identify bottlenecks. The document outlines why performance testing is important from a user experience perspective, discussing metrics like page load times and the financial costs of poor performance. It then covers various performance testing approaches, targets, levels, and common metrics used to evaluate performance.

Improving Speed to Market in E-commerce

Cognizant

Performance Testing from Scratch + JMeter intro

Mykola Kovsh

Why performance testing is important? Introduction to performance testing. Load profiles, metrics Performance testing tools Implementation process Performance testing engineer skills JMeter intro LINKS: About performance testing: http://docplayer.net/29696161-Performance-matters-key-consumer-insights.html http://www.softwaretestingclass.com/what-is-performance-testing/ https://www.blazemeter.com/blog http://revolutionit.com.au/performance-testing-digital-projects-dont-leave-it-to-the-developers/ https://www.youtube.com/embed/61Kkgnx-zF8?list=PLSjEh0z5QH9lKpMO4Nf3buFiP7tt0gTRN Concurrent users calculation: https://blog.xceptance.com/2013/07/26/concurrent-users-the-art-of-calculation/ https://techbeacon.com/how-many-virtual-users-do-i-need-load-testing https://www.webperformance.com/library/tutorials/CalculateNumberOfLoadtestUsers/ Browser performance: https://www.slideshare.net/nicjansma/measuring-real-user-performance-in-the-browser Books for start: “Web Load Testing For Dummies”, Scott Barber with Colin Mason “JMeter Cookbook”, Bayo Erinle

T3 Consortium's Performance Center of Excellence

veehikle

Coradiant

gigamon

Alistair Croll, Interop conference faculty and Coradiant's VP of product management gives an unbiased, top down view of Web performance monitoring. This informative look at Web measurement business goals, operating processes, tools and metrics will give you a solid understanding of the issues, without a product pitch. Coradiant is the leader in Web Performance Monitoring. The award-winning TrueSight Real-User Monitor allows organizations to watch what matters to their business, by delivering accurate, detailed information on the performance and integrity of Web applications in real time. Incident management, service-level management and change-impact management are three key capabilities. TrueSight watches any web or enterprise web application and lets site operators identify problems more quickly, isolate root-cause faster, and effect fixes more quickly than anything else on the market. With TrueSight, every part of an IT organization is made more effective, responsive and productive. For more information, visit http://www.coradiant.com.

Magical Performance tuning with Gomez

mcsaha

1) Traditional load testing is limited in its ability to accurately measure end-user experience and identify issues with third-party components. 2) Load testing 2.0 uses real user testing from geographically distributed locations to more realistically drive large volumes of load and uncover regional response time discrepancies and external errors. 3) An online retailer used load testing 2.0 to identify that a third-party component was insufficient under load, affecting the performance of their overall application.

Are You Ready For More Visitors Cognizant Gomez Jan20

Compuware APM

1) Traditional load testing is limited in its ability to accurately measure end-user experience and identify issues with third-party components. 2) Load testing 2.0 uses real user testing from geographically distributed locations to better understand regional response times and external factors that impact performance. 3) A case study showed that load testing 2.0 uncovered poor response times for key revenue regions that traditional load testing failed to detect.

implementing_ai_for_improved_performance_testing_the_key_to_success.pdf

sarah david

Experience a revolution in software testing with our AI-driven Performance Testing solutions at Cuneiform Consulting. In a world dominated by technological advancements, implementing AI is the key to unlocking unparalleled software performance. Boost your applications with speed, scalability, and responsiveness, ensuring a seamless user experience. Cuneiform Consulting leads the way in reshaping quality assurance, adhering to the predictions of the World Quality Report for AI's significant role in the next decade. Join us to stay ahead, save costs with constant AI-powered testing, and explore the boundless possibilities of AI/ML development services. Contact us now for a future-proof digital transformation!

From web interface to the database:Monitor all that matters

ManageEngine, Zoho Corporation

Performance Optimization: Incorporating Database and Code Optimzitation Into ...

Michael Findling

Applying a Methodical Approach to Website Performance

PostSharp Technologies

When addressing website performance issues, developers typically jump to conclusions, focusing on the perceived causes rather than uncovering the real causes through research. Mitchel Sellers will show you how to approach website performance issues with a level of consistency that ensures they're properly identified and resolved so you'll avoid jumping to conclusions in the future. You can watch the webinar recording here: https://www.postsharp.net/documentation/video?id=190066128

Performance Engineering Basics

Impetus Technologies

With every passing day, organizations are becoming more and more mindful about the performance of their Software Products. However, most of them still on look-out for the basics of Performance Engineering. According to a recent study by Gartner, fixing performance defects near the end of the development cycle costs 50 to 100 times more than the cost required for fixing it during the early phase of development. Hence, if a product suffers from serious performance issues it can be completely scrapped. Performance Engineering ensures that your application is performing as per expectations and the software is tested and tuned to meet specified or even the unstated performance requirements. We present you with a webcast on Performance Engineering Basics that would walk you through the elements and process of performance engineering, and also offers a methodical process for the same. It also offers details on a load testing tool, and describes how best to utilize it. Visit http: http://www.impetus.com/featured_webcast?eventid=10 to listen to the entire webcast (20 minutes). OR To post any queries on Performance Engineering, write to us at isales@impetus.com For case studies and articles on performance engineering please visit: http://www.impetus.com/plabs/casestudies?case_study=&pLabsClustering.pdf=

Gomez

barkstriker

Gomez helps organizations deliver quality experiences to web and mobile users through optimal performance and availability monitoring across all users, browsers, devices, and geographies. They provide insight into how performance issues affect business metrics like revenue, brand, and costs. With over 3,000 customers worldwide including 1,500 enterprise customers, Gomez is an industry leader according to analysts and helps customers achieve measurable benefits like increased conversions and reduced costs.

Similar to Performance Testing For Small Projects (20)

Show Me the Money: Connecting Performance Engineering to Real Business Results

Solving 21st Century App Performance Problems Without 21 People

How to Improve Overall Performance & Security For Any eCommerce Website In 2023

Mindtree's performance engineering services.

The Evolution of a Scrappy Startup to a Successful Web Service

Accelerate and Streamline Performance Testing with AI-powered Test Automation...

Data Con LA 2022 - Why Data Quality vigilance requires an End-to-End, Automat...

Микола Ковш “Performance Testing Implementation From Scratch. Why? When and H...

Improving Speed to Market in E-commerce

Performance Testing from Scratch + JMeter intro

T3 Consortium's Performance Center of Excellence

Coradiant

Magical Performance tuning with Gomez

Are You Ready For More Visitors Cognizant Gomez Jan20

implementing_ai_for_improved_performance_testing_the_key_to_success.pdf

From web interface to the database:Monitor all that matters

Performance Optimization: Incorporating Database and Code Optimzitation Into ...

Applying a Methodical Approach to Website Performance

Performance Engineering Basics

Gomez

Recently uploaded

AI-Powered Food Delivery Transforming App Development in Saudi Arabia.pdf

Techgropse Pvt.Ltd.

In this blog post, we'll delve into the intersection of AI and app development in Saudi Arabia, focusing on the food delivery sector. We'll explore how AI is revolutionizing the way Saudi consumers order food, how restaurants manage their operations, and how delivery partners navigate the bustling streets of cities like Riyadh, Jeddah, and Dammam. Through real-world case studies, we'll showcase how leading Saudi food delivery apps are leveraging AI to redefine convenience, personalization, and efficiency.

AI 101: An Introduction to the Basics and Impact of Artificial Intelligence

IndexBug

“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...

Edge AI and Vision Alliance

For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/ Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit. In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing. van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.

Building Production Ready Search Pipelines with Spark and Milvus

Zilliz

Monitoring and Managing Anomaly Detection on OpenShift.pdf

Tosin Akinosho

Monitoring and Managing Anomaly Detection on OpenShift Overview Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices. Key Topics Covered 1. Introduction to Anomaly Detection - Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems. 2. Understanding Edge (IoT) - Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source. 3. What is ArgoCD? - Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices. 4. Deployment Using ArgoCD for Edge Devices - Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD. 5. Introduction to Apache Kafka and S3 - Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions. 6. Viewing Kafka Messages in the Data Lake - Learn how to view and analyze Kafka messages stored in a data lake for better insights. 7. What is Prometheus? - Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices. 8. Monitoring Application Metrics with Prometheus - Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system. 9. What is Camel K? - Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes. 10. Configuring Camel K Integrations for Data Pipelines - Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow. 11. What is a Jupyter Notebook? - Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text. 12. Jupyter Notebooks with Code Examples - Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.

Best 20 SEO Techniques To Improve Website Visibility In SERP

Pixlogix Infotech

HCL Notes and Domino License Cost Reduction in the World of DLAU

panagenda

Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/ The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this! We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model. Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward. These topics will be covered - Reducing license cost by finding and fixing misconfigurations and superfluous accounts - How do CCB and CCX licenses really work? - Understanding the DLAU tool and how to best utilize it - Tips for common problem areas, like team mailboxes, functional/test users, etc - Practical examples and best practices to implement right away

How to use Firebase Data Connect For Flutter

Daiki Mogmet Ito

UI5 Controls simplified - UI5con2024 presentation

Wouter Lemaire

“I’m still / I’m still / Chaining from the Block”

Claudio Di Ciccio

みなさんこんにちはこれ何文字まで入るの？40文字以下不可とか本当に意味わからないけどこれ限界文字数書いてないからマジでやばい文字数いけるんじゃないの？えこ...

名前です男

20240605 QFM017 Machine Intelligence Reading List May 2024

Matthew Sinclair

Video Streaming: Then, Now, and in the Future

Alpen-Adria-Universität

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.

UiPath Test Automation using UiPath Test Suite series, part 6

DianaGray10

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

Infrastructure Challenges in Scaling RAG with Custom AI models

Zilliz

Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.

Taking AI to the Next Level in Manufacturing.pdf

ssuserfac0301

Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as: 1. How quickly AI is being implemented in manufacturing. 2. Which barriers stand in the way of AI adoption. 3. How data quality and governance form the backbone of AI. 4. Organizational processes and structures that may inhibit effective AI adoption. 6. Ideas and approaches to help build your organization's AI strategy.

Climate Impact of Software Testing at Nordic Testing Days

Kari 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.

Uni Systems Copilot event_05062024_C.Vlachos.pdf

Uni Systems S.M.S.A.

Driving Business Innovation: Latest Generative AI Advancements & Success Story

Safe Software

Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency. During the hour, we’ll take you through: Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board. Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes. Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI. We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI. This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!

Things to Consider When Choosing a Website Developer for your Website | FODUU

FODUU

Recently uploaded (20)

AI-Powered Food Delivery Transforming App Development in Saudi Arabia.pdf

AI 101: An Introduction to the Basics and Impact of Artificial Intelligence

“Building and Scaling AI Applications with the Nx AI Manager,” a Presentation...

Building Production Ready Search Pipelines with Spark and Milvus

Monitoring and Managing Anomaly Detection on OpenShift.pdf

Best 20 SEO Techniques To Improve Website Visibility In SERP

HCL Notes and Domino License Cost Reduction in the World of DLAU

How to use Firebase Data Connect For Flutter

UI5 Controls simplified - UI5con2024 presentation

“I’m still / I’m still / Chaining from the Block”

20240605 QFM017 Machine Intelligence Reading List May 2024

Video Streaming: Then, Now, and in the Future

UiPath Test Automation using UiPath Test Suite series, part 6

Infrastructure Challenges in Scaling RAG with Custom AI models

Taking AI to the Next Level in Manufacturing.pdf

Climate Impact of Software Testing at Nordic Testing Days

Uni Systems Copilot event_05062024_C.Vlachos.pdf

Driving Business Innovation: Latest Generative AI Advancements & Success Story

Things to Consider When Choosing a Website Developer for your Website | FODUU

Performance Testing For Small Projects

1. Performance testing for small projects with JMeter Max Voitko Test Automation Engineer @ glomex GmbH #KyivTesters

2. Introduction

3. For Whom? Small-Medium Companies Small Startup Big Startup Facebook Killer E-commerce Giant

4. Agenda Why does performance matter? Why JMeter? How to deﬁne requirements? What metrics to track? How to report? Tips & Tricks

5. Why does Performance Matter? Netﬂix – Adopting a single optimization, gzip compression, resulted in a 13-25% speedup and cut their outbound network traﬃc by 50% 100ms improvement gives up to 1% incremental revenue 47% of consumers expect a web page to load in 2 seconds or less. Kiss Metrics Cedexis Analytics says that improving page load time by 1 second: • Increases pages viewed, per session by an average of 13.3% more pages • Decreases “bounce” rate by an average of 13.9% • Improves conversion rate by an average of 27.3%, across various conversion types: downloads, purchases, video playouts, etc.

6. Mobile is the New Web Why does Performance Matter?

7. Why JMeter? Open-source Integrations: Selenium, Maven, Jenkins, DB, Grafana… 3-rd party plugins: Ubik Load Pack, BlazeMeter Easy Remote testing Multi-Protocol Support: HTTP, SOAP, FTP, JMS, WebSocket, LDAP Wide services support: POP3, IMAP4, SMTP Scaling

8. JMeter Trade-Offs Distributed testing UI-oriented Inﬂexible Test Run from the Box Tricky HTTPS handling JVM Memory consumption GUI Test Scripting / No Code Scripting

9. How to Deﬁne Requirements? Deﬁne test strategy and test plan Know your goals Crucial business features Technical bottlenecks QA expertise

10. How to Deﬁne Requirements? Whenever you want… Just Do It Deﬁne Test Strategy and Test Plan

11. How to Deﬁne Requirements? Until you know your goals you are ship that journeys through storm and darkness Know Your Goals The Tempest, 1886 by Ivan Aivazovsky

12. How to Define Requirements? Define system performance capabilities and bottlenecks Validate that the application performs properly Validate that the application conforms to business performance needs Find, analyze, and help fixing performance problems Validate the hardware for the application is reasonable Plan capacity for application future demand Reach specific performance metrics Assure that performance doesn’t degrade after changes Know Your Goals

13. How to Deﬁne Requirements? Discuss with Product Responsible (PO / PM / RM / BA): Load Number of users. Real user != Virtual User Transactions Blocker, Acceptable and Excellent performance UX metrics Crucial Business Features

14. How to Deﬁne Requirements? Technical bottlenecks: DB Autoscaling Downscaling Know Your Goals

15. What Metrics to Track? Metrics

16. What to Test? More metrics = More listeners More listeners = Poorer performance Metrics

17. What Metrics to Track? Response Time (RT), ms Throughput, RPS / Concurrent VU Latency / TtFB, ms Resource usage: CPU, Memory, Disk Stability / RT over Time Key Metrics

18. How to Report? Master your Data Fancy stats are for tech guys not for management Must have tools: Blazemeter Sense Ubik Load Pack

19. How to Report? Average numbers are bad metrics Average numbers are good for tuning the max / min values 90% / 95% / 99% Percentiles Plots: RT over Time RT Distribution RT Percentiles Transactions over Time Master Your Data

20. BAD Report

21. GOOD Report

22. How to Report? Master Your Data

23. How to Report? Master Your Data

24. How to Report? Master Your Data

25. Tips & Tricks Always run tests in non-GUI mode Upgrade Stage to Prod replica for test run Separate property ﬁle Use short smoke test FIRST Careful DEBUG logging for test creation Careful INFO logging for test run Generate reports ONLY after test run Model load with Ubik Load Pack Blazemeter Sense reports

26. Questions

27. Question the Answers

28. Maksym Voitko Twitter LinkedIn Medium @MaxVoitko mvoitko @mvoitko

Performance Testing For Small Projects

Recommended

Recommended

More Related Content

What's hot

What's hot (15)

Similar to Performance Testing For Small Projects

Similar to Performance Testing For Small Projects (20)

Recently uploaded

Recently uploaded (20)

Performance Testing For Small Projects