By Philip Tellis and Nic Jansma
Whenever we speak of measuring web performance, we always refer to measuring static events, whether the old page-load model, the controversial above-the-fold time, or the product-specific “time to first tweet.” Each of these have their pros and cons ranging from ease of implementation to relevance to the actual user’s experience.
But a performant user experience is much more than these static events, and no methods measure the experience the user has interacting with the page after that initial event. We seldom measure the experience of the user when they spend the most time on the site (i.e., between load and unload, when they’re reading and interacting with content on the page, etc.) or ask questions like: Was scrolling smooth or janky? What about animations? Did the user click expecting something to happen but nothing did? Are too many reflows happening?
Drawing on their work on boomerang, Philip Tellis and Nic Jansma explore new methods of measuring web performance as it relates to continuous interactions between the user and a page.
Measuring Real User Performance in the BrowserNicholas Jansma
To people responsible for the health of web properties, monitoring, measurement, and analysis of real-user experiences is key to delivering a consistent and delightful experience. Drawing on their experience with the open source boomerang project, Philip Tellis and Nic Jansma explore various tools and methods available to measure real-user performance in the browser.
Topics include:
Available browser APIs: Navigation Timing, Resource Timing (Levels 1 and 2), User Timing, Error Logging, and more
Measuring full-page apps
Measuring single-page apps
RUM SpeedIndex
Measuring continuity
Hacks when an API isn’t available
Avoiding the observer effect
Filtering data to get rid of noise
Identifying outliers and treating them differently
Responsiveness to user interaction is crucial for users of web apps, and businesses need to be able to measure responsiveness so they can be confident that their users are happy. Unfortunately, users are regularly bogged down by frustrations such as a delayed "time to interactive” during page load, high or variable input latency on critical interaction events (tap, click, scroll, etc.), and janky animations or scrolling. These negative experiences turn away visitors, affecting the bottom line. Sites that include third-party content (ads, social plugins, etc.) are frequently the worst offenders.
The culprit behind all these responsiveness issues are “long tasks," which monopolize the UI thread for extended periods and block other critical tasks from executing. Developers lack the necessary APIs and tools to measure and gain insight into such problems in the wild and are essentially flying blind trying to figure out what the main offenders are. While developers are able to measure some aspects of responsiveness, it’s often not in a reliable, performant, or “good citizen” way, and it’s near impossible to correctly identify the perpetrators.
Shubhie Panicker and Nic Jansma share new web performance APIs that enable developers to reliably measure responsiveness and correctly identify first- and third-party culprits for bad experiences. Shubhie and Nic dive into real-user measurement (RUM) web performance APIs they have developed: standardized web platform APIs such as Long Tasks as well as JavaScript APIs that build atop platform APIs, such as Time To Interactive. Shubhie and Nic then compare these measurements to business metrics using real-world data and demonstrate how web developers can detect issues and reliably measure responsiveness in the wild—both at page load and postload—and thwart the culprits, showing you how to gather the data you need to hold your third-party scripts accountable.
Make It Fast - Using Modern Browser Performance APIs to Monitor and Improve t...Nicholas Jansma
Make It Fast
Using Modern Browser Performance APIs to Monitor and Improve the Performance of your Web Apps.
Presented at CodeMash 2015.
Performance matters. How fast your site loads — not just on your development machine, but from your actual customers, across the globe — has a direct impact on your visitors’ happiness and conversion rate. Today’s browsers provide several new cutting-edge performance APIs that can give you Real User Metrics (RUM) of your live site’s performance. Whether you run a small blog or a top-1K site, monitoring and understanding your performance is the key to giving your visitors a better experience. We will be discussing the NavigationTiming, ResourceTiming and UserTiming performance APIs, which are available in the majority of modern browsers. You’ll walk away with a better understanding of what problem these APIs solve and how to start using them today. We’ll also go through both D.I.Y. and commercial options that utilize these APIs to help you better monitor and improve the performance of your websites.
Instant and offline apps with Service WorkerChang W. Doh
2 parts of talking at Google Developer Summit 2016 Seoul
- How to optimize loading performance your web app
- Introducing to Service Worker & Offline 101
Measuring Real User Performance in the BrowserNicholas Jansma
To people responsible for the health of web properties, monitoring, measurement, and analysis of real-user experiences is key to delivering a consistent and delightful experience. Drawing on their experience with the open source boomerang project, Philip Tellis and Nic Jansma explore various tools and methods available to measure real-user performance in the browser.
Topics include:
Available browser APIs: Navigation Timing, Resource Timing (Levels 1 and 2), User Timing, Error Logging, and more
Measuring full-page apps
Measuring single-page apps
RUM SpeedIndex
Measuring continuity
Hacks when an API isn’t available
Avoiding the observer effect
Filtering data to get rid of noise
Identifying outliers and treating them differently
Responsiveness to user interaction is crucial for users of web apps, and businesses need to be able to measure responsiveness so they can be confident that their users are happy. Unfortunately, users are regularly bogged down by frustrations such as a delayed "time to interactive” during page load, high or variable input latency on critical interaction events (tap, click, scroll, etc.), and janky animations or scrolling. These negative experiences turn away visitors, affecting the bottom line. Sites that include third-party content (ads, social plugins, etc.) are frequently the worst offenders.
The culprit behind all these responsiveness issues are “long tasks," which monopolize the UI thread for extended periods and block other critical tasks from executing. Developers lack the necessary APIs and tools to measure and gain insight into such problems in the wild and are essentially flying blind trying to figure out what the main offenders are. While developers are able to measure some aspects of responsiveness, it’s often not in a reliable, performant, or “good citizen” way, and it’s near impossible to correctly identify the perpetrators.
Shubhie Panicker and Nic Jansma share new web performance APIs that enable developers to reliably measure responsiveness and correctly identify first- and third-party culprits for bad experiences. Shubhie and Nic dive into real-user measurement (RUM) web performance APIs they have developed: standardized web platform APIs such as Long Tasks as well as JavaScript APIs that build atop platform APIs, such as Time To Interactive. Shubhie and Nic then compare these measurements to business metrics using real-world data and demonstrate how web developers can detect issues and reliably measure responsiveness in the wild—both at page load and postload—and thwart the culprits, showing you how to gather the data you need to hold your third-party scripts accountable.
Make It Fast - Using Modern Browser Performance APIs to Monitor and Improve t...Nicholas Jansma
Make It Fast
Using Modern Browser Performance APIs to Monitor and Improve the Performance of your Web Apps.
Presented at CodeMash 2015.
Performance matters. How fast your site loads — not just on your development machine, but from your actual customers, across the globe — has a direct impact on your visitors’ happiness and conversion rate. Today’s browsers provide several new cutting-edge performance APIs that can give you Real User Metrics (RUM) of your live site’s performance. Whether you run a small blog or a top-1K site, monitoring and understanding your performance is the key to giving your visitors a better experience. We will be discussing the NavigationTiming, ResourceTiming and UserTiming performance APIs, which are available in the majority of modern browsers. You’ll walk away with a better understanding of what problem these APIs solve and how to start using them today. We’ll also go through both D.I.Y. and commercial options that utilize these APIs to help you better monitor and improve the performance of your websites.
Instant and offline apps with Service WorkerChang W. Doh
2 parts of talking at Google Developer Summit 2016 Seoul
- How to optimize loading performance your web app
- Introducing to Service Worker & Offline 101
Puppeteer can automate that! - HolyJS Piter 2020Önder Ceylan
Puppeteer is a node library which provides a high-level API to control Chrome over the DevTools Protocol. When combined with the power of the web technologies, it can be used for automating image processing and batch file generation, creating automated visual testing with device emulation, tracking page loading performance, enforcing performance and code coverage budgets on CI, crawling a SPA, capturing a timeline trace of your site to help diagnose performance issues and more!
We'll explore those capabilities of Puppeteer API with combination of DevTools protocol and cloud functions (FaaS) with a showcase of real life use cases demonstrated by live-examples. Finally, we’ll go through the existing puppeteer based SaaS solutions such as Checkly and Browserless.
Puppeteer can automate that! - FrontmaniaÖnder Ceylan
Puppeteer is a node library which provides a high-level API to control Chrome over the DevTools Protocol. When combined with the power of the web technologies, it can be used for automating image processing and batch file generation, creating automated visual testing with device emulation, tracking page loading performance, enforcing performance and code coverage budgets on CI, crawling a SPA, capturing a timeline trace of your site to help diagnose performance issues and more!
We'll explore those capabilities of Puppeteer API with combination of DevTools protocol and cloud functions (FaaS) with a showcase of real life use cases demonstrated by live-examples. Finally, we’ll go through the existing puppeteer based SaaS solutions such as Checkly and Browserless.
After consulting with several companies on performance related issues, it became clear that one of the biggest performance issues facing websites today is the sheer amount of JavaScript needed to power the page. The demand for more interactive and responsive applications has driven JavaScript usage through the roof. It’s quite common for large sites to end up with over 1 MB of JavaScript code on their page even after minification. But do today’s web applications really need that much JavaScript?
Puppeteer can automate that! - AmsterdamJSÖnder Ceylan
Puppeteer is a node library which provides a high-level API to control Chrome over the DevTools Protocol. When combined with the power of the web technologies, it can be used for automating image processing and batch file generation, creating automated visual testing with device emulation, tracking page loading performance, enforcing performance and code coverage budgets on CI, crawling a SPA, capturing a timeline trace of your site to help diagnose performance issues and more!
We'll explore those capabilities of Puppeteer API with combination of DevTools protocol and cloud functions (FaaS) with a showcase of real life use cases demonstrated by live-examples. Finally, we’ll go through the existing puppeteer based SaaS solutions such as Checkly and Browserless.
Overhauling one of the most visited web sites in the world is a major task, and add on top of it the pressure of keeping performance the same while adding a ton of new features, and you have quite a task. Learn how the Yahoo! homepage team achieved performance parity with the previous version even while adding a ton of new features.
High Performance JavaScript - WebDirections USA 2010Nicholas Zakas
Ever wonder why the page appears frozen or why you get a dialog saying, “this script is taking too long”? Inside of the browser, JavaScript and the page’s UI are very intertwined, which means they can affect each other and, in turn, affect overall page performance. Ensuring the fastest execution time of JavaScript code isn’t about geek cred, it’s about ensuring that the user experience is as fast and responsive as possible. In a world where an extra second can cost you a visitor, sluggishness due to poor JavaScript code is a big problem. In this talk, you’ll learn what’s going on inside the browser that can slow JavaScript down and how that can end up creating a “slow page”. You’ll also learn how to overcome the conspiracy against your code by eliminating performance bottlenecks.
Building Cross Platform Apps with ElectronChris Ward
Electron is a fantastic tool for creating cross-platform apps with HTML, CSS, and JavaScript that look and feel relatively native to the hosted Platform. In this presentation I'll give a quick overview of what's possible.
Measuring the Performance of Single Page ApplicationsNicholas Jansma
Single page applications are a problem for RUM tools because there are no easy ways to tell when a new page component has been requested asynchronously as a result of an intentional user action. Many network requests are back-end service calls initiated periodically by the app – for example, a ping to check if content has been updated, or to check if the current user should still be signed in to their account.
Even with requests that are initiated by a user action, not all may fit into the definition of a “page view.” For example, a user typing into a search box that has auto-complete capabilities will often result in network requests, but these requests result in very small amounts of data transfer, happen very frequently, and do not count toward page views. The scene is further complicated by SPA frameworks like Angular, Backbone, and others.
In this talk, we’ll learn about some of the tricks used by boomerang to measure the performance of single page applications, going as far as capturing errors and waterfall information across browsers.
Phing is a PHP build tool, similar to Apache's Ant. Phing can be used for everything from validating your build, running tests, combining/minifying resources to deploying.
Puppeteer can automate that! - HolyJS Piter 2020Önder Ceylan
Puppeteer is a node library which provides a high-level API to control Chrome over the DevTools Protocol. When combined with the power of the web technologies, it can be used for automating image processing and batch file generation, creating automated visual testing with device emulation, tracking page loading performance, enforcing performance and code coverage budgets on CI, crawling a SPA, capturing a timeline trace of your site to help diagnose performance issues and more!
We'll explore those capabilities of Puppeteer API with combination of DevTools protocol and cloud functions (FaaS) with a showcase of real life use cases demonstrated by live-examples. Finally, we’ll go through the existing puppeteer based SaaS solutions such as Checkly and Browserless.
Puppeteer can automate that! - FrontmaniaÖnder Ceylan
Puppeteer is a node library which provides a high-level API to control Chrome over the DevTools Protocol. When combined with the power of the web technologies, it can be used for automating image processing and batch file generation, creating automated visual testing with device emulation, tracking page loading performance, enforcing performance and code coverage budgets on CI, crawling a SPA, capturing a timeline trace of your site to help diagnose performance issues and more!
We'll explore those capabilities of Puppeteer API with combination of DevTools protocol and cloud functions (FaaS) with a showcase of real life use cases demonstrated by live-examples. Finally, we’ll go through the existing puppeteer based SaaS solutions such as Checkly and Browserless.
After consulting with several companies on performance related issues, it became clear that one of the biggest performance issues facing websites today is the sheer amount of JavaScript needed to power the page. The demand for more interactive and responsive applications has driven JavaScript usage through the roof. It’s quite common for large sites to end up with over 1 MB of JavaScript code on their page even after minification. But do today’s web applications really need that much JavaScript?
Puppeteer can automate that! - AmsterdamJSÖnder Ceylan
Puppeteer is a node library which provides a high-level API to control Chrome over the DevTools Protocol. When combined with the power of the web technologies, it can be used for automating image processing and batch file generation, creating automated visual testing with device emulation, tracking page loading performance, enforcing performance and code coverage budgets on CI, crawling a SPA, capturing a timeline trace of your site to help diagnose performance issues and more!
We'll explore those capabilities of Puppeteer API with combination of DevTools protocol and cloud functions (FaaS) with a showcase of real life use cases demonstrated by live-examples. Finally, we’ll go through the existing puppeteer based SaaS solutions such as Checkly and Browserless.
Overhauling one of the most visited web sites in the world is a major task, and add on top of it the pressure of keeping performance the same while adding a ton of new features, and you have quite a task. Learn how the Yahoo! homepage team achieved performance parity with the previous version even while adding a ton of new features.
High Performance JavaScript - WebDirections USA 2010Nicholas Zakas
Ever wonder why the page appears frozen or why you get a dialog saying, “this script is taking too long”? Inside of the browser, JavaScript and the page’s UI are very intertwined, which means they can affect each other and, in turn, affect overall page performance. Ensuring the fastest execution time of JavaScript code isn’t about geek cred, it’s about ensuring that the user experience is as fast and responsive as possible. In a world where an extra second can cost you a visitor, sluggishness due to poor JavaScript code is a big problem. In this talk, you’ll learn what’s going on inside the browser that can slow JavaScript down and how that can end up creating a “slow page”. You’ll also learn how to overcome the conspiracy against your code by eliminating performance bottlenecks.
Building Cross Platform Apps with ElectronChris Ward
Electron is a fantastic tool for creating cross-platform apps with HTML, CSS, and JavaScript that look and feel relatively native to the hosted Platform. In this presentation I'll give a quick overview of what's possible.
Measuring the Performance of Single Page ApplicationsNicholas Jansma
Single page applications are a problem for RUM tools because there are no easy ways to tell when a new page component has been requested asynchronously as a result of an intentional user action. Many network requests are back-end service calls initiated periodically by the app – for example, a ping to check if content has been updated, or to check if the current user should still be signed in to their account.
Even with requests that are initiated by a user action, not all may fit into the definition of a “page view.” For example, a user typing into a search box that has auto-complete capabilities will often result in network requests, but these requests result in very small amounts of data transfer, happen very frequently, and do not count toward page views. The scene is further complicated by SPA frameworks like Angular, Backbone, and others.
In this talk, we’ll learn about some of the tricks used by boomerang to measure the performance of single page applications, going as far as capturing errors and waterfall information across browsers.
Phing is a PHP build tool, similar to Apache's Ant. Phing can be used for everything from validating your build, running tests, combining/minifying resources to deploying.
So, you've made the ferpect Single Page Application. It has all the bells and whistles, and uses all the flashing new frameworks.
But how do you know it works, and how do you know that it will continue to work in this world of continuous delivery? This session will try to explain how to do end-to-edn testing of the system, how to test the application server code, and how to test the code the executes on the client.
Appcelerator Titanium is a cross-platform development environment where you can build iOS, Android, BlackBerry and Hybrid/HTML5 apps. This talk will discuss how it works, how to get started, code samples and pros/cons from experience.
JavaScript Module Patterns: How to build and use JavaScript modules. We cover the Basic Module Pattern, Revealing Module Pattern, CommonJS, AMD, CommonJS, UMD and ES6 modules.
PhoneGap Training - Optimus Prime
"More computing sins are committed in the name of efficiency (without necessarily achieving it) than for any other single reason — including blind stupidity."
— W.A. Wulf
Wszyscy zostaliśmy oszukani! Automatyczne zarządzanie pamięci rozwiąże wszystkie Wasze problemy, mówili. W zarządzanych środowiskach takich jak CLR JVM nie będzie wycieków pamięci, mówili! Właściwie pamięć jest tania i nie musisz się już nią nigdy więcej martwić. Wszyscy kłamali. Automatyczne zarządzanie pamięcią jest wygodną abstrakcją i bardzo często działa dobrze. Ale jak każda abstrakcja, wcześniej czy później "wycieka" ona. I to najczęściej w najmniej spodziewanym i przyjemnym momencie. W tej sesji spróbuję otworzyć oczy na fakt, że błoga nieświadomość nt. tej abstrakcji może być kosztowna. Pokażę jak może się objawić frywolne traktowanie pamięci i co możemy zyskać pisząc kod zdając sobie sprawę, że pamięć jednak nie jest nieskończona, tania i zawsze jednakowo szybka.
The three problems discussed are:
1. "Disconnected" networking apps - how do you handle bad connections.
2. Multiple UIs - how do you adapt to different UI idioms.
3. After release - marketing, customer support, etc.
In front-end software development it's still rare that data is collected on the client side besides some analytics data where developers usually don't have access to.
Imagine what you can do when you have front-end log data, you see how many ajax calls hitting your servers and you finally know whether the single page application is used like you expected or not. I will briefly talk about projects I was part of where we used these kind of data to improve our product and surprisingly reduced AWS costs by changing front-end code.
https://docs.google.com/presentation/d/1kGK8P7Ll2H4Z_1UUdBneAbNzUEDmpj8g2Mxj_Z-F5u8/pub?start=false&loop=false&delayms=3000
Fundamental Node.js (Workshop bersama Front-end Developer GITS Indonesia, War...GITS Indonesia
Salah satu front-end developer GITS Indonesia, Warsono, mengisi workshop di universitas, mengenai Vue.js.
Ikuti kami di kanal berikut, agar tidak ketinggalan acara seru:
Instagram: @gitsindonesia
LinkedIn: GITS Indonesia
Website: gits.id
This tutorial is about Grails and Ajax. The tutorial includes an introduction to Ajax, Grails inbuilt support for Ajax, Ajax enabled Form fields, a note on Ajax and Performance. The tutorial begins with an introduction to Ajax. This section gives a detailed introduction of Ajax as a technology, and also presents the flow of Ajax. The introduction section is followed by Grails support section.
This section explains Grails inbuilt support for Ajax by providing a prototype library. It also includes form remote, remote function, executing before and after a call, handling events as a part of Grails support. The next section is about Ajax enabled Form fields.
This section informs about Ajax codes enabling Form Fields. The last section of this tutorial is a note on Ajax. This section includes Ajax and its performance as a technology like serving as a mechanism, debugging is tough, caching is an important technique, Ajax call is a remote network call.
Introduction to WSO2 Data Analytics PlatformSrinath Perera
WSO2 have had several analytics products: WSO2 BAM and WSO2 CEP for some time (or Big Data products if you prefer the term). We are added WSO2 Machine Learner, a product to create, evaluate, and deploy predictive models and renamed WSO2 BAM to WSO2 DAS ( Data Analytics Server).
The platform let you publish ( collect data) once and process them through batch ( Spark) , realtime ( CEP), search the data ( Lucene) and build machine learning models.
This post describes how all those fit within to a single story.
For more information, see https://iwringer.wordpress.com/2015/03/18/introducing-wso2-analytics-platform-note-for-architects/
We issued 20 young coders with smartphones pre-loaded with an app that gathered data on the network activity of the other apps they used. Their data was captured using the Python-based data portal CKAN, analysed with SciKit-Learn, then returned to them using Docker and the Ipython Notebook. Python also played a role in the reverse-engineering of some of the more interesting apps we discovered.
Making your site mobile-friendly - DevCSI Reading 21.07.2010Patrick Lauke
Extended version of my "Making your site mobile-friendly" talk, including a short look at native applications vs web apps, for the UKOLN DevCSI event "Developing for Mobile Applications in Education" in Reading http://www.ukoln.ac.uk/events/devcsi/mobile_applications/
Ten practical ways to improve front-end performanceAndrew Rota
Conference talk presented at PHP South Coast 2017. Ten concrete ways to improve web performance, split between quick tactical wins and longer-term overarching strategies.
A Modern Approach to Performance Monitoring by Cliff Crocker, VP of Product Management, SOASTA
"How fast are you? How fast should you be? How do you get there? In this talk Cliff will discuss traditional approaches to performance measurement and introduce a ""RUM First"" methodology. This approach begins with capturing performance directly from the end user as the single source of truth for cross-functional organizations focused on performance.
Along the way, you will discover the relationship between RUM and synthetic monitoring, learn what to measure and how to capture it and finally how perceived performance impacts human behavior and your bottom line.
Akamai Edge is the premier event for Internet innovators, tech professionals and online business pioneers who together are forging a Faster Forward World. At Edge, the architects, experts and implementers of the most innovative global online businesses gather face-to-face for an invaluable three days of sharing, learning and together pushing the limits of the Faster Forward World. Learn more at: http://www.akamai.com/edge
Refactoring can either completely disrupt your project or make you go faster. This presentation will help you to avoid some pitfalls.
It also demonstrates refactorings that you could apply straight away to make your code better.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
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7. RUM today
• We measure everything up to navigation complete (page load
or SPA nav)
• We measure whether users bounce or convert
But
• The bulk of user interaction and experience happens after
navigation has completed
10. “The fact that something is possible to measure, and may even be highly
desirable and useful to expose to developers, does not mean that it can
be exposed as runtime JavaScript API in the browser, due to various
privacy and security constraints”
— Performance APIs, Security and Privacy
https://w3c.github.io/perf-security-privacy/
Developer Tools
12. • requestAnimationFrame(callback)
• Callback is run before the next paint
1 // total frames seen this second
2 var frames = 0;
3
4 function measureFps() {
5 frames++;
6
7 // request a callback before the next frame
8 window.requestAnimationFrame(measureFps);
9 }
10
11 // start measuring
12 window.requestAnimationFrame(measureFps);
13
14 // report on frame rate (FPS) once a second
15 setInterval(function() {
16 console.log("FPS: " + frames);
17 frames = 0;
18 }, 1000);
FPS - Frames Per Second
13. FPS - Long Frames
Frames > 16.6 ms lead to < 60 FPS
1 var lastFrame = performance.now();
2 var longFrames = 0;
3
4 function measureFps() {
5 var now = performance.now();
6
7 // calculate how long this frame took
8 if (now - lastFrame >= 18) { longFrames++; }
9
10 lastFrame = now;
11
12 window.requestAnimationFrame(measureFps);
13 }
14 window.requestAnimationFrame(measureFps);
15
16 // report on long frames once a second
17 setInterval(function() {
18 console.log("Long frames: " + longFrames);
19 longFrames = 0;
20 }, 1000);
14. FPS - Video
HTML5 VIDEO metrics (Chrome/FF)
1 var latestFrame = 0;
2 var latestReportedFrame = 0;
3
4 setInterval(function() {
5 // find the first VIDEO element on the page
6 var vids = document.getElementsByTagName("video");
7 if (vids && vids.length) {
8 var vid = vids[0];
9 if (vid.webkitDecodedFrameCount || vid.mozPaintedFrames) {
10 latestFrame = vid.webkitDecodedFrameCount || vid.mozPaintedFrames;
11 }
12 }
13
14 console.log("Video FPS: "
15 + Math.max(latestFrame - latestReportedFrame, 0));
16
17 // reset count
18 latestReportedFrame = latestFrame;
19 }, 1000);
15. CPU - Page Busy
• Browser doesn’t expose CPU metrics directly
• Detect Busy by running a function at a regular interval
• See if the callback runs at the time we expect
• If the callback was delayed, the page was Busy
• Busy can be caused by other JavaScript, layout, render, etc
16. CPU - Page Busy
11 setInterval(function() {
12 var now = performance.now();
13 var delta = now - last;
14 last = now;
15
16 // if we're more than 2x the poll
17 // + deviation, we missed one period completely
18 while (delta > ((POLLING_INTERVAL * 2)
19 + ALLOWED_DEVIATION_MS)) {
20 total++;
21 late++;
22 delta -= POLLING_INTERVAL; // adjust, try again
23 }
24
25 total++;
26
27 if (delta > (POLLING_INTERVAL + ALLOWED_DEVIATION_MS)) {
28 late++;
29 }
30 }, POLLING_INTERVAL);
17. NET - Resources
• ResourceTiming
• Bytes available in ResourceTiming2
1 var resources =
2 window.performance.getEntriesByType("resource");
3
4 // number of resources fetched
5 var resourceCount = resources.length;
6
7 // number of bytes
8 var bytesOverWire = 0;
9 resources.forEach(function(res) {
10 bytesOverWire +=
11 res.transferSize ? res.transferSize : 0;
12 });
13
14 console.log("Resources: " + resourceCount
15 + " " + bytesOverWire + "b");
18. HEAP - Memory Usage
• Non-standard
• Reduced precision to avoid privacy concerns
1 // report on JS object memory once a second
2 setInterval(function() {
3 var mem = window.performance
4 && window.performance.memory
5 && window.performance.memory.usedJSHeapSize;
6
7 console.log("Memory usage: " + mem);
8 }, 1000);
19. Battery
• Monitor your visitor’s battery state
• Reduce work on low battery
1 setInterval(function() {
2 navigator.getBattery().then(function(batt) {
3 console.log(batt.level);
4 });
5 }, 1000);
22. Interactions - Visibility
Window’s visibility state
1 document.addEventListener("visibilitychange", function() {
2 console.log(document.hidden ? "hidden" : "visible");
3 }, false);
Also look at the IntersectionObserver
23. Interactions - Orientation
How the device is being held
1 window.addEventListener("orientationchange", function() {
2 console.log("orientation: " + screen.orientation.angle);
3 });
32. Responsiveness
• How long it takes for the site to respond to input?
• requestAnimationFrame to detect next paint
• MutationObserver to detect DOM changes
• UserTiming to monitor your own code
• SPA instrumentation via boomerang
41. “People who are angry are more likely to use the mouse in a jerky
and sudden, but surprisingly slow fashion.
People who feel frustrated, confused or sad are less precise in their
mouse movements and move it at different speeds.”
— Inferring Negative Emotion from Mouse Cursor Movements
Martin Hibbeln, Jeffrey L. Jenkins, Christoph Schneider, Joseph S. Valacich, and Markus Weinmann
Mouse Movement
49. Photo Credits
Rum on Ice by wiserbailey
https://www.flickr.com/photos/25084516@N03/4317148060/
Angel Delight by Auntie P
https://www.flickr.com/photos/auntiep/360764980/
Frustrated by Kevin Lawver
https://www.flickr.com/photos/kplawver/1903240219/