Articles

In recent years, an increasing number of enterprises began to use data to power decision-making, which yields new demands for data exploration and analytics. As database technologies evolve with each passing day, a variety of online analytical processing (OLAP) engines keep popping up. These OLAP engines have distinctive advantages and are designed to suit varied needs with different tradeoffs, such as data volume, performance, or flexibility.

This article compares two popular open-source engines, Apache Druid, and StarRocks, in several aspects that may interest you the most, including data storage, pre-aggregation, computing network, ease of use, and ease of O&M. It also provides star schema benchmark (SSB) test results to help you understand which scenario favors which more.

Source de l’article sur DZONE

The email channel is known for multiple advantages. It is convenient to implement practically, offers many options, and has a fantastic ROI of up to 4200%.

But we also face problems, the most disappointing of which is people ignore emails, not performing the desired action, or worst of all unsubscribing. Why does it happen?

The web is constantly progressing. It offers many tools like modern HTML template builders, ESP services, and other digital assistants that help us at all stages. But even the best tools are not enough; the secret of success still rests with us.

In this post we’ll cover the 7 cardinal sins of email marketing, to help you avoid them.

1. Being Too Late

I can define this mistake as probably the worst. It’s worse than broken links, incorrect dates, or prices. Even more harmful than ugly design.

We lose a lot when postponing email strategy implementation. Beginners often focus all their attention on the content, social media activities, SEO issues… All that is important, right. But ignoring email campaigns is a hard fail.

Thousands of visitors never come again to your website. In other words, they leave the very first levels of the marketing funnel. While regular emailing keeps them engaged and prevents churn.

So delays here are only profitable for competitors. Don’t wait until you collect “enough” contacts. Start as soon as possible. 

Frequency matters too. Don’t bomb people with emails; it annoys and causes unsubscribes. Email frequency is an individual parameter depending on many factors.

2. Disregarding Clients’ Expectations

A fundamental axiom: people unsubscribe when emails are irrelevant. The same goes for neglected expectations. Even the best content with next-gen features won’t save the situation.

I mentioned the email frequency a bit above. Notice that if you announce the weekly emails but send them every day, this is an example of ignoring expectations. Be honest with readers.

Another typical issue is off-topic. If your subscribers are waiting for content related to smartphones, send them newsletters about smartphones, not dresses or domestic turtles :)

But in some cases, getting off-topic can be good. It all depends on the target audience, actual situation, and communication style. 

3. Bad Segmentation 

Once again, relevance is vital. So we must avoid generic emails. Instead, especially if your contact list is extensive enough, apply all the possible parameters: age, gender, location, customers history, etc.

Where to get the respective data? A typical solution is to use update preferences forms in emails or on the website. Let clients choose the topics that are interesting for them.

Use surveys, sign-in forms, AI-based techniques of segmentation… Smart algorithms are great helpers that track clients’ behavior and then process the data for segmentation purposes. 

The better we know our subscribers, the deeper we segment the contact list. It allows sending precisely targeted newsletters to respective segments.

4. Insufficient Personalization 

As Hubspot stats say, personalized emails’ open rate is 26% higher, and their click-through rate is 14% better. But even besides index data, poor personalization is just nonsense today.

Clients are looking for content that matches their preferences, so marketers have to consider these expectations. Segmentation and dynamic range are essential here, but they are not the only techniques.

Everything is much more sophisticated here, in addition to personalized subjects and content. Another solution is to generate recommendations that include the previously browsed products.

AI-powered automation comes to help. Machines will upgrade the classical personalization to the next level called hyper-personalization.

5. Underestimating Mobile-Friendliness 

It’s simply unacceptable to send non-responsive emails today. With so many people opening email on different devices, this is a huge fail.

The modern world is full of gadgets and devices. Email has been opened on smartphones more frequently than on desktop PCs and notebooks in recent years. Up to 70% of readers will read messages on mobiles very soon. No wonder that responsivity turned into a mobile priority.

Regarding layout and design, there are no problems: modern template editors are featured with automated responsivity. But mobile-first means not only layout/design adjustment for mobiles, full-width buttons, or larger fonts. We have to work with content too. Don’t overwrite text remember that recipients read inbox emails on the run. 

Just imagine yourself reading emails in the cafe or cab. And ask yourself: is everything convenient? Would you take the desired action on the run?

6. Non-Professional Approach 

People are quite skeptical of new brands. We need to do our best to attract them. So everything must be done professionally.

The best solution: be a perfectionist. If newsletters look amateurish, they are likely to repel.  

Being amateurish will also ruin your brand identity and reduce customers’ trust. Pay close attention to design, stick to your corporate style, analyze each detail in the context of overall harmony.

7. Overlooking Tests and Improvements 

Testing is vital. Before sending an email campaign, check it via Litmus or Email on Acid to be sure that message looks just as planned. These tools allow testing email rendering by +90 combinations of email clients, devices, and OS.

Knowledge is power. Always try and test your marketing strategies. Are you satisfied with your actual performance? Run A/B tests and focus on the most significant wins and failures. 

Summing Up

Of course, threats are not limited to these seven failures. The last piece of advice: never ignore trends. 

Accessibility? Don’t forget about clients with special requirements. Get whitelisted and incorporate these technologies in your campaigns.

And constantly strive for perfection. With this doctrine, you’ll win!

 

Featured image via Pexels.

Source

The post 7 Worst Fails in Email Marketing first appeared on Webdesigner Depot.

Source de l’article sur Webdesignerdepot

With all the marketing aplomb of basement-coders worldwide, NFTs were named with an acronym that does little to clarify their utility.

You probably know by now that NFT stands for Non-Fungible Token; what is perhaps less clear is what “Fungible” actually means; in this context, it means interchangeable.

Consider an ounce of platinum. That platinum is fungible, meaning it can be exchanged for any other ounce of platinum. Now consider a piece of jewelry made from one ounce of platinum. That jewelry is not interchangeable with any other ounce of platinum; it has the same core materials, but it has unique characteristics that may be artistically valuable, such as shape, or craft. The jewelry is non-fungible.

The letter that actually matters in NFT is T for Token. Tokens are little chunks of a blockchain that is a universally agreed dataset. You don’t need to know how it works any more than you need to understand how a computer processor works; you just need to know it’s in there.

Like any new technology, NFTs are surrounded by propaganda, counter-propaganda, skepticism, evangelism, and Facebook-confusion. In this post, we’ll look at some of the common misconceptions so you can develop an informed opinion.

1. NFTs Are Bad For The Environment

We’ll tackle this one first because it’s the classic argument leveled against anything in the crypto-space, whether Bitcoin or NFTs, and it’s nonsensical.

The root of this myth is that cryptocurrency transactions use vast amounts of electricity, the generation of which is terrible for the environment. The answer is threefold:

Firstly, electricity is used to run computers that maintain a blockchain, such as Ethereum. The blockchain is maintained whether NFTs are minted (registered) or not.

Secondly, NFTs tend to be minted on blockchains like Ethereum that are moving to less resource-intensive models, blockchains like Solana that already have less resource-intensive models, or blockchains like Algorand that are already carbon-neutral.

Lastly, the fact is that electricity is not inherently planet-killing. Renewables like solar and wind are perfectly capable of powering the grid; it’s just that power companies make higher profits by burning fossil fuels. That swanky new electric car you’ve bought so you can drive guilt-free is fuelled with fossil fuels on the power company’s end (and that’s before you consider the damage done getting those minerals out of the ground).

Until the computer you’re using is solar-powered, repairable, and upgradable, anything digital is terrible for the environment; NFTs are as bad, but no more so, than anything digital.

2. NFTs Are Just [Insert Patronizing Economic Metaphor Here]

NFTs, and crypto in general, are frequently referred to as a Ponzi Scheme. In the 1920s, Charles Ponzi duped investors into handing over cash. Returns were paid to early investors with the income from new investors. Early investors made a lot of money, and later investors lost everything.

One of the key characteristics of a Ponzi Scheme is that it’s a confidence trick that presents itself as low-risk. NFTs as an investment are widely understood to be high-risk. Calling NFTs a Ponzi Scheme is an excellent way of letting people know you don’t know what a Ponzi Scheme is.

In the 17th century, the price of tulip bulbs reached astronomical proportions. The Dutch tulip trade was a complex economic investment system that eventually collapsed, thanks in part to a global pandemic. Ever since, Tulpenmanie (Tulip Mania, in English) has been a byword for an economic bubble.

NFTs are frequently linked to Tulip Mania, thanks partly to the prices and the expectation (or hope) that the market will collapse. However, if you drive through the Netherlands today, you’ll see vast fields of tulips. They’re not being grown because they’re worthless.

While demand may fluctuate, it doesn’t fluctuate as much as media hysteria implies. And ultimately, tulips are nice.

3. You Can Buy And Sell NFTs

This is where pedantry plays a role. You cannot buy and sell NFTs; NFTs are the vehicle by which you conduct transactions for digital (or, in some cases, physical) goods and services.

If you have software installed on your computer, you probably have a license key. The license key identifies you as holding certain rights over that software, such as being allowed to use it to produce digital goods of your own. The license key is how the company identifies you as the individual to whom it has sold those rights.

NFTs are license keys for digital goods that are recorded on a blockchain instead of being held in a single database.

4. NFTs Can Be Easily Copied

When I was a kid in the 90s, I would record music off the radio with a tape player. I’d make mix-tapes and give them away. I was, in every literal sense, pirating music. And it wasn’t just me; home-taping kept the cassette industry going for decades past its use-by date. Despite this, the music industry did not collapse.

Art is even easier to copy than music because there’s no risk of a vapid DJ wittering over the intro to I Wanna Be Adored.

On my morning commute, I pass a shop that sells art prints. Around 80% are screen prints of Marilyn Monroe. They are original prints made by an artist and sold for not inconsiderable amounts. Not one of those pieces diminishes the quality, importance, or financial value of Andy Warhol’s Marilyn Monroe prints in New York’s MoMA.

The difference is that MoMA’s Warhols have provenance — they can be tracked to a time and place and authenticated as by Warhol. Precisely the same provenance that NFTs provide digital artists.

5. You Can Get Rich From NFTs

Earning money, potentially a vast amount of money, is one of the main driving factors behind the boom in NFTs.

But the truth is that while it is possible to make a lot of money — some NFTs sell for millions of dollars — most NFTs sell for a modest amount.

If you are an accomplished artist with original ideas, you may make money from selling your art as NFTs. If you are an accomplished trader capable of recognizing quality, you may make money from buying and selling NFTs. However, very few people get rich.

6. NFT Resale Rights Undermine Value

NFTs have many potential uses, but the earliest adoption has been in digital art. The main economic benefit to artists is not just an easy way to sell their art but a widely accepted royalty system in which the original artist receives a commission every time the artwork is resold. It represents the ongoing investment the artist is making by continuing to produce and promote their work.

It might seem a strange way to approach ownership, but resale rights are not new in the art world. In the EU and the UK, the resale rights of artists are legally recognized. In France, the legal rights of the artist or the artist’s descendants to be compensated from the sale of artwork have been established in law for over a century.

Despite high-profile artists like Robert Rauschenberg fighting for resale rights, and legislation in New York and California supporting the concept, resale rights are still not recognized in the US.

NFTs introduce a fairer system that grants the same rights to all artists, that Europeans already enjoy.

7. NFTs Are Worthless

Anything with value, whether physical currency, NFTs, or a block of wood, only has value because two or more people agree it has value.

The most expensive baseball card in the world is reportedly a mint-condition Honus Wagner, priced at $3m. It might be hard to understand why anyone would pay $3m for a piece of cardboard with an image of a 1950s sportsman on it, but apparently, someone would.

All goods, all the things we spend money on, are worth what we agree they are worth. To me, a tulip bulb is worth more than a baseball card, but who knows, perhaps you don’t like tulips.

There are plenty of flaws in the systems that use NFTs, and there are plenty of detractors, but if you want to create and sell artwork and someone wants to buy it from you, NFTs are an excellent way of facilitating that transaction.

 

Featured image via Pexels.

Source

The post Myth-Busting NFTs: 7 Claims Fact-Checked first appeared on Webdesigner Depot.

Source de l’article sur Webdesignerdepot

Welcome to Bloomreach Headless Experience Manager, a headless content management system with the APIs and flexibility to power any front end while retaining powerful personalization and authoring capabilities!

This guide helps new developers get started with the platform. Step-by-step through a series of milestones, you’ll learn the first steps of developing websites using Headless Experience Manager. 

Source de l’article sur DZONE


What Is Snowflake?

At its core Snowflake is a data platform. It’s not specifically based on any cloud service which means it can run any of the major cloud providers like Amazon Web Services (AWS), Microsoft Azure, Google Cloud Platform (GCP). As a SaaS (Software-as-a-Service) solution, it helps organizations consolidate data from different sources into a central repository for analytics purposes to help solve Business Intelligence use cases.

Once data is loaded into Snowflake, data scientists, engineers, and analysts can use business logic to transform and model that data in a way that makes sense for their company. With Snowflake users can easily query data using simple SQL. This information is then used to power reports and dashboards so business stakeholders can make key decisions based on relevant insights.

Source de l’article sur DZONE

The demand for automation has skyrocketed across industries and global markets in the past few years, and the need for workflows along with it. Why? Because they make communication easier, reduce time and effort, enhance functionality, and improve control, leading to increased organizational efficiency. They allow businesses to identify and respond to new opportunities.

More and more organizations are embracing digital transformation and changing the way they operate. But for digital technology to be integrated into all areas of a business, solutions must be built. Systems, processes, workflows must change. This transformation puts a lot of pressure on IT, a department that’s already overwhelmed. Digital transformation can no longer be solely driven by IT, and that’s where citizen development comes in. With citizen development, companies can pursue their digital transformation initiatives without worrying about IT’s backlog.

Source de l’article sur DZONE

IBM et SAP renforcent leur partenariat afin d’aider leurs clients à migrer les applications des solutions SAP® vers le Cloud

IBM est le premier partenaire à proposer une infrastructure Cloud et des services techniques managés de manière intégrée dans le cadre de l’offre RISE with SAP

 

ARMONK, N.Y. et Walldorf, Allemagne, le 10 février 2022 : IBM (NYSE: IBM) a annoncé aujourd’hui qu’elle s’associait avec SAP (NYSE : SAP) pour fournir une expertise en matière de technologie et de conseil afin de permettre aux clients d’adopter plus facilement une approche Cloud hybride et de migrer les applications critiques des solutions SAP® vers le Cloud pour les secteurs réglementés et non réglementés.

Alors que les clients cherchent à adopter des stratégies de Cloud hybride, la migration des applications qui constituent l’épine dorsale du fonctionnement de leur entreprise nécessite un environnement Cloud hautement sécurisé et fiable. Avec le lancement aujourd’hui de l’option IBM – Premium Supplier pour RISE with SAP, les clients disposeront des outils nécessaires pour accélérer la migration de leurs applications SAP en local vers IBM Cloud, avec des capacités de sécurité de pointe[1].

IBM dévoile également un nouveau programme, BREAKTHROUGH with IBM pour RISE with SAP, un portefeuille de solutions et de services de conseil qui permettent d’accélérer et d’amplifier le passage à SAP S/4HANA® Cloud. Construits sur une plateforme flexible et évolutive, les solutions et services utilisent des processus intelligents pour rationaliser les opérations. Ils offrent un modèle d’engagement qui permet de planifier, d’exécuter et de soutenir la transformation globale de l’entreprise. Les clients ont également la flexibilité et le choix de migrer les applications des solutions SAP vers le Cloud en bénéficiant d’une expertise sectorielle approfondie.

L’annonce faite aujourd’hui qu’IBM devient un premium supplier fait de la compagnie le premier fournisseur Cloud à proposer des services d’infrastructure, de transformation métier et de gestion technique des applications de manière intégrée dans le cadre de RISE with SAP. La désignation d’IBM en tant que premium supplier s’inscrit dans la continuité des efforts de longue date déployés par SAP pour offrir un choix et des options aux clients, en soutenant davantage les clients d’IBM qui préfèrent que leur package RISE with SAP s’exécute sur IBM Cloud.

De plus, la migration vers SAP S/4HANA® sur IBM Cloud à partir de datacenters en local peut potentiellement apporter les avantages suivants, selon une étude d’IDC, sponsorisée par IBM[2] :

  • Retour sur investissement : selon les utilisateurs interrogés, la migration vers SAP S/4HANA® sur IBM Cloud a entraîné une augmentation du chiffre d’affaires pour jusqu’à 90 % des entreprises qui ont effectué la transition.
  • Réduction des coûts : Plus de 80 % des organisations ayant participé à l’étude ont déclaré avoir constaté une réduction des coûts opérationnels.
  • Une productivité accrue : 9 entreprises sur 10 interrogées dans l’étude ont déclaré avoir amélioré leur productivité après avoir migré vers SAP S/4HANA® sur IBM Cloud.

« Nous sommes ravis de faire progresser notre partenariat de longue date avec SAP à travers RISE », a déclaré John Granger, Senior Vice President, IBM Consulting. « Notre engagement commun est de répondre à nos clients, notamment ceux des secteurs hautement réglementés, là où ils en sont dans leur parcours numérique, tout en leur offrant des choix pour migrer ou moderniser leurs applications critiques avec une approche de Cloud hybride. »

« BREAKTHROUGH with IBM est un complément exceptionnel à RISE with SAP, car il jette les bases permettant à nos clients de se lancer dans la transformation de leur entreprise ou de la faire progresser. En outre, il réaffirme la valeur que les clients reconnaissent à RISE with SAP ainsi que l’impact et l’opportunité d’innovation que RISE with SAP offre aux organisations qui migrent vers le Cloud. Je suis convaincu que l’expertise et l’expérience combinées de SAP et d’IBM permettront d’accélérer l’adoption du Cloud et la croissance des activités pour les clients du monde entier », a déclaré Brian Duffy, President of Cloud, SAP.

IBM et SAP ont travaillé avec des centaines de clients dans le monde entier sur des milliers de projets individuels visant à moderniser leurs systèmes et leurs processus métier sur la base d’une approche Cloud hybride ouverte. Parmi les exemples récents, citons Coca-Cola European Partners, Parle Products, Harmont & Blaine, Puravankara Ltd et Virgin Megastore KSA.

Soulignant son engagement envers SAP S/4HANA®, à la fois en tant que client SAP et partenaire commercial depuis 50 ans, IBM a également réalisé un investissement important dans RISE with SAP en engageant la transformation de ses propres applications SAP. IBM est un nouveau Premium Supplier pour l’offre RISE with SAP et utilise le Cloud hybride d’IBM, y compris l’Infrastructure as a Service IBM Power, afin d’améliorer les performances, la disponibilité et la sécurité des déploiements d’éditions privées de SAP S/4HANA® Cloud.

Pour en savoir plus sur le programme BREAKTHROUGH with IBM pour l’offre RISE with SAP : https://www.ibm.com/services/sap/rise-with-sap.

 

À propos d’IBM

IBM est un leader mondial du Cloud hybride et de l’IA, ainsi que des services aux entreprises, qui aide ses clients dans plus de 175 pays à capitaliser sur les connaissances issues de leurs données, à rationaliser leurs processus métier, à réduire leurs coûts et à acquérir un avantage concurrentiel dans leurs secteurs d’activité. Près de 3 000 entités gouvernementales et entreprises dans des domaines d’infrastructures critiques tels que les services financiers, les télécommunications et les soins de santé font confiance à la plateforme Cloud hybride d’IBM et à Red Hat OpenShift pour impacter leurs transformations numériques rapidement, efficacement et en toute sécurité. Les innovations révolutionnaires d’IBM en matière d’IA, d’informatique quantique, de solutions Cloud spécifiques à certains secteurs et de services aux entreprises offrent des options ouvertes et flexibles à nos clients. Tout cela est soutenu par l’engagement légendaire d’IBM en matière de confiance, de transparence, de responsabilité, d’inclusivité et de service.

Pour en savoir plus : www.ibm.com

Les déclarations d’IBM concernant ses orientations et intentions futures sont sujettes à modification ou retrait sans préavis et ne représentent que des buts et des objectifs.

 

À propos de SAP

La stratégie de SAP vise à aider chaque organisation à fonctionner en « entreprise intelligente ». En tant que leader du marché des logiciels d’application d’entreprise, nous aidons les entreprises de toutes tailles et de tous secteurs à opérer au mieux : Les clients de SAP génèrent 87 % du commerce mondial total. Nos technologies de Machine Learning, d’Internet des objets (IoT) et d’analytique avancées aident nos clients à transformer leurs activités en « entreprises intelligentes ». SAP permet aux personnes et aux organisations d’avoir une vision approfondie de leur business et favorise la collaboration afin qu’elles puissent garder une longueur d’avance sur leurs concurrents. Nous simplifions la technologie afin que les entreprises puissent utiliser nos logiciels comme elles le souhaitent – sans interruption. Notre suite d’applications et de services de bout en bout permet aux clients privés et publics de 25 secteurs d’activité dans le monde de fonctionner de manière rentable, de s’adapter en permanence et de faire la différence. Avec son réseau mondial de clients, partenaires, employés et leaders d’opinion, SAP aide le monde à mieux fonctionner et à améliorer la vie de chacun.

Pour plus d’informations, visitez le site www.sap.com.

[1] Based on IBM Hyper Protect Crypto Service, the only service in the industry built on FIPS 140-2 Level 4-certified hardware. FIPS 140-2 Security Level 4 provides the highest level of security defined in this standard. At this security level, the physical security mechanisms provide a comprehensive envelope of protection around the cryptographic module with the intent of detecting and responding to all unauthorized attempts at physical access.

[2]  IDC White Paper, sponsored by IBM, Business Benefits Possible by Choosing the Right Cloud Provider to Run SAP Workloads. Doc #US47166220, December 2020.

 

The post IBM et SAP renforcent leur partenariat afin d’aider leurs clients à migrer les applications des solutions SAP® vers le Cloud appeared first on SAP France News.

Source de l’article sur sap.com


WordPress is by far the world’s most popular CMS. Not only does it dominate the CMS market with a 64% market share, but it also powers 39.6% of all websites. It has taken the internet by storm by democratizing the web for all. Now, anyone can build, manage, and host a successful website without needing a college degree or coding expertise.

However, while WordPress is great at managing many technical aspects, it still can’t do everything for you. Built mostly on PHP, there are often concerns regarding how performant WordPress is. And, with performance impacting everything from bounce rates to SEO rankings to conversions, it’s something that should be on your radar too.

If you don’t know it yet, images are one of the main causes of slow-loading websites. In recent years, WordPress has stepped up its efforts to try and help users with image optimization out-of-the-box.

Still, as we’ll show, it’s not a total solution, and there is still plenty you can do to deliver better experiences on your WordPress website through image optimization.

What is WordPress Image Optimization? Why is it Important?

Simply put, image optimization is anything you do to make images load faster on your website pages. Almost all websites that use images can benefit from some form of image optimization, even those using WordPress.

Why?

Well, performance is a hugely significant factor when it comes to the competitiveness of your website today.

Google has also made performance an increasingly important factor when it comes to SEO rankings. In fact, performance is a direct ranking signal that carries significant weight.

Google’s Page Experience Update that went live in 2021 has been the biggest move in that direction yet. Soon, Google might even use visual indicators in SERP results to distinguish high-performing websites from the rest.

In Google’s own words, “These signals measure how users perceive the experience of interacting with a web page and contribute to our ongoing work to ensure people get the most helpful and enjoyable experiences from the web.”

So, Why Should We Target Images For Performance Optimization?

According to Google, images are the largest contributor to page weight. Google has also singled out image optimization specifically as the factor with the most untapped potential for performance optimization.

This problem isn’t going away soon. According to data by the HTTP Archive, there are roughly 967.5 KB bytes of image data on desktop web pages and 866.3 KB of image data on mobile pages. This is an increase of 16.1% and 38.8%, respectively, over the last five years.

Thanks to popular e-commerce tools like Woocommerce, it’s estimated that up to 28% of all online sales happen on WordPress websites.

And don’t forget, images are both a key part of conveying information to the user and integral to the design of your website. If they take significantly longer to load than your text, for example, it will negatively impact the user experience in a variety of ways.

In summary, optimized images help your WordPress website by:

  • Improving user satisfaction.
  • Improving various traffic metrics, like bounce rates, time-on-page, etc.
  • Boosting your SEO rankings.
  • Contributing to higher conversions (and sales).

How Does Image Optimization in WordPress Work?

WordPress is so popular because it’s a CMS (content management system) that allows anyone to build, design, and manage a website without any coding or advanced technical experience. Advanced features can be installed with just a few clicks, thanks to plugins, and you rarely have to touch the code behind your website unless you want to make some unique modifications.

In short, using a CMS like WordPress shields you from many of the day-to-day technicalities of running a website.

WordPress Image Optimization: What It Can Do

As we mentioned, one of the main reasons WordPress is so popular is because it takes care of many of the technical aspects of running a website. With that in mind, many think that WordPress should also automatically take care of image optimization without them having to get involved at all.

Unfortunately, that’s not really the case.

True, WordPress does offer some built-in image optimization. Whenever you upload an image to WordPress, it currently compresses the quality to about 82% of the original (since v4.5).

In v4.4, WordPress also introduced responsive image syntax using the srcset attribute. This creates four breakpoints for each image you upload according to the default WordPress image sizes:

  • 150px square for thumbnails
  • 300px width for medium images
  • 768px max-width for medium_large images
  • 1024px max-width for large images.

Here you can see an example of the actual responsive syntax code generated by WordPress:

<img loading="lazy" src="https://bleedingcosmos.com/wp-content/uploads/2021/12/33-1024x683.jpg" alt="" class="wp-image-9" width="610" height="406" srcset="https://bleedingcosmos.com/wp-content/uploads/2021/12/33-1024x683.jpg 1024w, https://bleedingcosmos.com/wp-content/uploads/2021/12/33-300x200.jpg 300w, https://bleedingcosmos.com/wp-content/uploads/2021/12/33-768x512.jpg 768w, https://bleedingcosmos.com/wp-content/uploads/2021/12/33-1536x1024.jpg 1536w" sizes="(max-width: 610px) 100vw, 610px">

Depending on the screen size of the device from which a user visits your webpage, WordPress will let the browser pick the most appropriately sized image. For example, the smallest version for mobile displays or the largest for 4K Retina screens, like those of a Mac.

While this may seem impressive, it’s only a fraction of what can be achieved using a proper image optimization solution, as we’ll show later.

Lastly, WordPress implemented HTML native default lazy loading for all images starting with version 5.5.

So, in short, WordPress offers the following image optimization capabilities baked-in:

  • Quality compression (limited)
  • Responsive syntax (up to 4 breakpoints)
  • Lazy loading

WordPress Image Optimization: What it Cannot Do

There are other issues many have with both the implementation of image compression and responsive syntax as it’s used by WordPress. This leads to some users even purposefully deactivating WordPress’ built-in image optimization so they can fully take control of it themselves.

Here are some of the reasons why:

  • WordPress uses a very basic form of quality compression. It does not use advanced technologies like AI and machine learning algorithms to compress images while maintaining maximum visual quality. It’s also lossy compression, so the quality is lost for good. You can clearly see the difference between an original HD image and the compressed version created by WordPress.
  • WordPress only compresses most images by up to 20%, while advanced image optimization tools can reduce all image sizes intelligently by up to 80%.
  • Responsive syntax can provide significant performance improvements over simply uploading a single HD image to be served on all devices and screens. However, it’s still only limited to a set number of breakpoints (typically 3 or 4). Since it’s not dynamic, a whole spectrum of possible image sizes is not created or used.
  • Responsive syntax code is not scalable and can quickly lead to code that’s bloated, messy, and hard to read.
  • WordPress doesn’t accelerate image delivery by automatically caching and serving them via a global CDN, although this can be done using other tools.

Another important optimization feature that WordPress does not have is auto-conversion to next-gen image file formats. Different image formats offer different performance benefits on different devices. Some formats also enable higher levels of compression while maintaining visual fidelity.

Next-gen formats like WebP, AVIF, and JPEG-2000 are considered to be the most optimal formats on compatible devices. For example, until recently, WebP would be the optimal choice on Chrome browsers, while JPEG-4000 would be optimal on Safari browsers.

However, WordPress will simply serve images in the same formats in which they were originally uploaded to all visitors.

How to Measure the Image Performance of a WordPress Website?

As the undisputed king of search engines, we’ll base most of our performance metrics on guidelines established by Google.

Along with its various performance updates, Google has released a number of guidelines for developers as well as the tools to test and improve their websites according to said guidelines.

Google introduced Core Web Vitals as the primary metrics for measuring a web page’s performance and its effect on the user experience. Thus, Core Web Vitals are referred to as “user-centric performance metrics.” They are an attempt to give developers a testable and quantifiable way to measure an elusive and abstract concept such as “user experience.”

Combined with a number of other factors, Core Web Vitals constitute a major part of the overall page experience signal:

You can find a complete introduction to Core Web Vitals here. However, they currently consist of three main metrics:

  • LCP (Largest Contentful Paint): The time it takes the largest above-the-fold element on your page to load. This is typically a full-sized image or hero section.
  • FID (First Input Delay): The delay from the moment a user first interacts with an element on the page until it becomes responsive.
  • CLS (Cumulative Layout Shift): The visual stability with which the elements on a page load.

Here is an illustration of how these metrics are scored:

While these are the three most important metrics to optimize, they are not the only ones. Google still measures other metrics like the FCP (First Contentful Paint), SI (Speed Index), as well as the TTFB (Time to First Byte), TBT (Total Blocking Time), and TTI (Time to Interactive).

A number of these metrics are directly affected by the images used on your web pages. For example, LCP, FCP, and SI are direct indicators of how fast the content of your web page loads and depends on the overall byte size of the page. However, it can also indirectly affect FID by keeping the main thread busy with rendering large amounts of image content or the perceived CLS by delaying the time it takes large images to load.

These metrics apply to all websites, whether they are custom-made or built using a CMS like WordPress.

When using tools like Lighthouse or PageSpeed Insights, you’ll also get scored based on other flags Google deems important. Some of them are specific to images, such as properly sizing images and serving images in next-gen formats.

If you only use built-in WordPress image optimization, you’ll get flagged for the following opportunities for improvement:

Some of the audits it will pass, however, are deferring offscreen images (lazy loading) and efficiently coding images (due to compression):

A Better Way to Optimize WordPress Images: ImageEngine

Billions of websites are all vying for prime real estate on Google SERPs, as well as the attention of an increasingly fussy internet-using public. Every inch matters when it comes to giving your website a competitive advantage.

So, how can you eliminate those remaining performance flags and deliver highly optimized images that will keep both your visitors and Google happy?

Sure, you could manually optimize images using software like PhotoShop or GIMP. However, that will take you hours for each new batch of images. Plus, you still won’t benefit from any automated adaptive optimization.

A more reasonable solution in today’s fast-paced climate is to use a tool developed specifically for maximum image optimization: an image CDN like ImageEngine.

ImageEngine is an automated, cloud-based image optimization service using device detection as well as intelligent image compression using the power of AI and machine learning. It can reduce image payloads by up to 80% while maintaining visual quality and accelerating delivery around the world thanks to its CDN with geographically dispersed PoPs.

Why is ImageEngine Image Optimization Better Than WordPress?

When making a head-to-head comparison, here are the reasons why ImageEngine can deliver better performance:

  • Device Detection: ImageEngine features built-in device detection. This means it picks up what device a visitor to your website is using and tailors its optimization strategy to what’s best for that specific device.
  • Client hints: By supporting client hints, ImageEngine has access to even more information regarding the device and browser to make better optimization decisions.
  • Next-gen formats: Based on optimal settings, ImageEngine automatically converts and serves images in next-gen formats like WebP, AVIF, JPEG2000, and MP4 (for GIFs).
  • Save data header: When a Chrome user has save-data mode enabled, ImageEngine will automatically compress images more aggressively to save on data transfer.
  • CDN with dedicated edge servers: ImageEngine will automatically cache and serve your optimized image assets using its global CDN. Each edge server has device awareness built-in to bring down latency and accelerate delivery. You can also choose to prioritize specific regions.

So, the key differentiator is that ImageEngine can tailor optimizing images for what’s optimal for each of your visitors. ImageEngine is particularly good at serving mobile visitors thanks to WURFL device detection, which can dynamically resize images according to most devices and screen sizes in use today. As of now, this is a completely unique capability that none of its competitors offer.

It allows for far better and more fine-tuned optimization than WordPress’ across-the-board approach to compression and responsive syntax.

If you want, you could turn off WordPress responsive syntax and compression, and you would still experience a performance increase using ImageEngine. However, ImageEngine also plays nice with responsive syntax, so it’s not completely necessary unless you want to serve the highest-fidelity/low-byte-size images possible.

How Does ImageEngine Work with WordPress?

The process ImageEngine uses to integrate with WordPress can be broken down into a few easy steps:

  • Sign up for an ImageEngine account: ImageEngine offers three pricing plans depending on the scale and features you need as well as a no-commitment 30-day free trial.
  • Specify your image origin: This tells ImageEngine where to find the original versions of your images. For a WordPress website, you can just use your domain, e.g., https://mywordpresswebsite.com. ImageEngine will then automatically pull the images you’ve uploaded to your WordPress website.

  • Copy the Delivery Address: After you create an account and specify your image origin, ImageEngine will provide you with a Delivery Address. A Delivery Address is your own unique address that will be used in your <img> tags to point back to the ImageEngine service. Delivery Addresses may be on a shared domain (imgeng.in) or customized using a domain that you own. A Delivery Address typically looks something like {random_string}.cdn.imgeng.in. If your images are uploaded to the default WordPress folder /wp-content/uploads/, you can access your optimized images from ImageEngine simply by changing your website domain. For example, by typing {imageengine_domain}.cdn.imgeng.in/wp-content/uploads/myimage.jpg into your browser, you’ll see the optimized version of that image. Just press the copy button next to the Delivery Address and use it in the next step configuring the plugin.

  • Install the ImageEngine Optimizer CDN plugin: The plugin is completely free and can be installed just like any other plugin from the WordPress repository.
  • Configure and enable ImageEngine Plugin in WordPress: Just go to the plugin under “ImageEngine” in the main navigation menu. Then, copy and paste in your ImageEngine “Delivery Address,” tick the “Enabled” checkbox, and click “Save Changes” to enable ImageEngine:

Now, all ImageEngine basically does is replace your WordPress website domain in image URLs with your new ImageEngine Delivery Address. This makes it a simple, lightweight, and non-interfering plugin that works great with most other plugins and themes. It also doesn’t add unnecessary complexity or weight to your WordPress website pages.

ImageEngine vs Built-in WordPress Image Optimization

So, now let’s get down to business by testing the performance improvement you can expect from using ImageEngine to optimize your image assets.

To do this test, we set up a basic WordPress page containing a number of high-quality images. I then used PageSpeed Insights and the Lighthouse Performance Calculator to get the performance scores before and after using ImageEngine.

Importantly, we conducted this test from a mobile-first perspective. Not only has mobile internet traffic surpassed desktop traffic globally, but Google themselves have committed to mobile-first indexing as a result.

Here is a PageSpeed score using the Lighthouse calculator for WordPress with no image optimization:

As we can see, both Core Web Vitals and other important metrics were flagged as “needs improvement.” Specifically, the LCP, FCP, and TBT. In this case, both the LCP and FCP were a high-res featured image at the top of the page.

If we go to the opportunities for improvement highlighted by PageSpeed, we see where the issues come from. We could still save as much as 4.2s of loading time by properly resizing images and a further 2.7s by serving them in next-gen formats:

So, now let’s see how much ImageEngine can improve on that.

The same test run on my WordPress website using ImageEngine got the following results:

As you can see, we now have a 100 PageSpeed score. I saved roughly 2.5s on the SI (~86%) as well as roughly 1.7s on the LCP (~60%). There was also a slight improvement in the FCP.

Not only will you enjoy a stronger page experience signal from Google, but this represents a tangible difference to visitors regarding the speed with which your website loads. That difference will lead to lower bounce rates, increased user satisfaction, and more conversions.

There was also a 53% overall reduction in the total image payload. This is impressive, considering that it’s on top of WordPress’ built-in compression and responsive syntax.

Conclusion

So, as someone with a WordPress website, what can you take away from this?

Well, first of all, WordPress does feature some basic image optimization. And while not perfect, it should help you offer reasonable levels of performance, even if you use a lot of image content.

However, the caveat is that WordPress applies aggressive, across-the-board compression, which will lead to a noticeable reduction in visual quality. If you use WordPress for any type of website where premium quality images are important, this is a concern — for example, as a photography portfolio, exhibition, or image marketplace like Shutterstock.

By using ImageEngine, you can reduce image payloads and accelerate delivery even further without compromising too harshly on visual quality. What’s more, ImageEngine’s adaptive image optimization technology will provide greater improvements to more of your visitors, regardless of what device(s) they use to browse the web.

Whether or not you still want to use WordPress’ built-in optimizations, ImageEngine will deliver significant improvements to your user experience, traffic metrics, and even conversions.

Plus, true to the spirit of WordPress, it’s extremely simple to set up without any advanced configuration. Just sign up for ImageEngine in 3 easy steps, install the plugin, integrate ImageEngine by copy/pasting your image domain, and you’re good to go.

 

[ This is a sponsored post on behalf of ImageEngine ]

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Ever since the Python programming language was born, its core philosophy has always been to maximize the readability and simplicity of code. In fact, the reach for readability and simplicity is so deep within Python’s root that, if you type import this in a Python console, it will recite a little poem:

    Beautiful is better than ugly. Explicit is better than implicit. Simple is better than complex. The complex is better than complicated. The flat is better than nested. Sparse is better than dense. Readability counts…

Simple is better than complex. Readability counts. No doubt, Python has indeed been quite successful at achieving these goals: it is by far the most friendly language to learn, and an average Python program is often 5 to 10 times shorter than equivalent C++ code. Unfortunately, there is a catch: Python’s simplicity comes at the cost of reduced performance. In fact, it is almost never surprising for a Python program to be 10 to 100 times slower than its C++ counterpart. It thus appears that there is a perpetual trade-off between speed and simplicity, and no programming language shall ever possess both.
But, don’t you worry, all hope is not lost.

Taichi: Best of Both Worlds

The Taichi Programming Language is an attempt to extend the Python programming language with constructs that enable general-purpose, high-performance computing. It is seamlessly embedded in Python, yet can summon every ounce of computing power in a machine — the multi-core CPU, and more importantly, the GPU.
We’ll show an example program written using taichi. The program uses the GPU to run a real-time physical simulation of a piece of cloth falling onto a sphere and simultaneously renders the result.
Writing a real-time GPU physics simulator is rarely an easy task, but the Taichi source code behind this program is surprisingly simple. The remainder of this article will walk you through the entire implementation, so you can get a taste of the functionalities that taichi provides, and just how powerful and friendly they are.
Before we begin, take a guess of how many lines of code this program consists of. You will find the answer at the end of the article.

Algorithmic Overview

Our program will model the piece of cloth as a mass-spring system. More specifically, we will represent the piece of cloth as an N by N grid of point-masses, where adjacent points are linked by springs. The following image, provided by Matthew Fisher, illustrates this structure:
The motion of this mass-spring system is affected by 4 factors:
  • Gravity
  • Internal forces of the springs
  • Damping
  • Collision with the red ball in the middle
For the simplicity of this blog, we ignore the self-collisions of the cloth. Our program begins at the time t = 0. Then, at each step of the simulation, it advances time by a small constant dt. The program estimates what happens to the system in this small period of time by evaluating the effect of each of the 4 factors above, and updates the position and velocity of each mass point at the end of the timestep. The updated positions of mass points are then used to update the image rendered on the screen.

Getting Started

Although Taichi is a programming language in its own right, it exists in the form of a Python package and can be installed by simply running pip install taichi.
To start using Taichi in a python program, import it under the alias ti:
import taichi as ti
The performance of a Taichi program is maximized if your machine has a CUDA-enabled Nvidia GPU. If this is the case, add the following line of code after the import: ti.init(arch=ti.cuda)

If you don’t have a CUDA GPU, Taichi can still interact with your GPU via other graphics APIs, such as ti.metal, ti.vulkan, and ti.opengl. However, Taichi’s support for these APIs is not as complete as its CUDA support, so, for now, use the CPU backend: ti.init(arch=ti.cpu)And don’t worry, Taichi is blazing fast even if it only runs on the CPU. Having initialized Taichi, we can start declaring the data structures used to describe the mass-spring cloth. We add the following lines of code:

Python

 

 N = 128 x = ti.Vector.field(3, float, (N, N)) v = ti.Vector.field(3, float, (N, N))

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