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This is an article from DZone’s 2021 Kubernetes and the Enterprise Trend Report.

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In the modern technology landscape, Kubernetes is a widely adopted platform that enables organizations to deploy and manage applications at scale. The container orchestration platform simplifies infrastructure provisioning for microservice-based applications, which empowers efficient workload management through modularity. Kubernetes supports various deployment resources to help implement CI/CD pipelines using updates and versioning. While Kubernetes offers rolling updates as the default deployment strategy, several use cases require a non-conventional approach to deploying or updating cluster services. 

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Maps are a fascinating method for delivering content. At their best, they can create an intuitive way of presenting information and interacting with it. This is the advantage that digital maps, through mobile apps and websites, have over print maps and images where no interactivity is possible.

But it’s important to understand that more data ≠ better experiences. We all now have so much data available to us through multiple services that, arguably, the greatest challenge isn’t sourcing information but filtering it out. We can only handle so much information input before we become overloaded. This issue risks being omnipresent with maps. There are so many potential points of interest on a map that it’s essential to be clear about what needs to be exposed to users.

Also, UX design, map design, and user interface are all critical. While maps can be a powerful way of drawing people in, if end-users feel that you didn’t even consider the visual design, they’ll ‘bounce off’ your site or app in moments.

Common Use Cases

When are maps useful, and what problems do they solve? Let’s dive right into the most common use cases for maps used in web design.

Navigation and Direction

Like Google Maps shows, navigation and direction are arguably the classic case study for interactive maps. You are in one place and need to get to another. You can enter your destination, your current location, and the map will present suggestions for getting there. You can select the method of travel and adjust desired departure or arrival times. But you need to understand first what functionality your users need. How these options are exposed to users is a critical piece of UX design.

Also, if users are searching for options such as somewhere to eat, it’s not so straightforward. Then, how your map handles panning in real-time as users swipe around a city is going to be a big issue.

Showing Relationships and Trends Geographically

This is something that you’ll see in every election in any western country. We’re all used to seeing maps that give us a state-of-play for which state or seat is held by which party. Then, we might see projections based on voter intentions and projected voting swings deriving from that. Then, exit poll data can be projected with the map updated on an ongoing basis until the final result is confirmed.

The capability to do this is essential because if a static map were used, it’d be out of date any time a new poll was released. Also, voting intentions can change over a campaign, so such maps need to be dynamic. Of course, such maps are only as accurate as the available data, as the US 2016 election map showed.

Show Points of Interest

As mentioned previously, there’s a lot of data that can be exposed to map users. However, that doesn’t automatically mean that it should be. Usability is key. For example, when you look at a map, you’ll typically first see key points of interest. Which points of interest are going to be presented to you can vary.

One variant is zoom level. If your map is currently showing an entire city, the level of detail the map presents is deliberately limited. You’ll see districts, large roads, or geographic features such as rivers. If more detailed information were presented, users on mobile devices, in particular, would be overwhelmed. Even at this level, you’ll notice typography differences. These can include the city name being in bold or the names of different areas in capital letters. So the level of detail is coupled with the scale of the map. Zooming in a few notches will expose significant points of interest, such as museums. Zooming in to specific districts will reveal restaurants, coffee shops, and universities. This visual hierarchy is a critical way of managing the exposed level of information.

But information is still being abstracted away. It’s not until you tap on the museum that you’ll see information on opening hours and busy times. This is also typically presented with user photos and reviews. Context is also taken into account, so you’ll start to see local hotels and restaurants. So it’s not just individual points of interest that are important, but the connections between them.

6 Tips For Improving Interactive Maps

What are the challenges of creating effective maps, and how do people address the data overload problem? We’ll answer this question and go over the must-know aspects of map creation.

1. Ensure Security and Brand Trust

GDPR or General Data Protection Regulation. This is a critically important European law that extends a wide range of legal protection to European citizens regarding personal data. It’s not possible here to cover the full extent of the law, but here are some quick key points:

  • Consent is required for the processing of personal data; it cannot be assumed
  • You need to have a retention policy for information that’s capable of identifying people

Be aware that the latter doesn’t just cover commercial purposes. Research students have to submit GDPR forms that address what kind of data they’re sourcing and how they’ll be retaining it.

But the most crucial context is commercial. If a business suffers a data breach, it can be fined up to 20 million euros or 4% of annual worldwide turnover in the preceding financial year, whichever is greater. Therefore, any business storing data that could identify their customers will need to assess risk and compliance. Remember: it’s 4% of worldwide turnover, not EU turnover.

Also, anything of your business that you expose to your customers or users is an extension of your brand. Therefore, you need to assess your maps for brand compliance too. If you have primary brand colors and your map doesn’t abide by them, that’s a very poor look. Source the color hex codes directly from your brand team and involve them in design.

2. Use the Appropriate Type of Map

It’s also important to consider what type of map is most appropriate for your use case. Think carefully about what your users need, what you’re trying to communicate, what information you need to present, and how best to present it.

For example, points of interest style maps in a tourist app will be way more helpful than heat maps: people want to know where something is, key data like opening hours, and how to get there. A heat map showing the number of visitors to each attraction or area of a city is unlikely to be useful to tourists. However, it could be useful to the attractions themselves to map their visitors by heat map over time. This could help larger museums chart which exhibits are most popular.

Transport for London is charting passenger movement on the London Underground by detecting when a device with Wi-Fi comes into range and then passes out of range. They’re using this to understand overall user journeys and movements within individual stations to better manage disruptions.

3. Avoid Pop-Ups

It should go without saying by now that auto pop-ups are despised. It doesn’t matter what they’re doing or what they’re offering; an unwanted pop-up can only get in the way. The level of impact is even greater on a phone where pop-ups take up even more screen space.

Given this, many users close them without even reading them. So if you’re using pop-ups, don’t kid yourself. You’re likely just irritating users and increasing the likelihood that they’ll ‘bounce off’ or uninstall.

4. Avoid Auto-Geolocation

Auto-geolocation sounds incredibly convenient but can result in some real problems. For example, if there are any bugs with auto-geolocation, you could get false results. If someone connects through public building Wi-Fi, you could get false results. If they’re connecting through a VPN then, unless you get the user’s IP address and check if it’s the exit portal of a VPN, you could get false results.

The problem is most significant with mobile maps. If a map user is looking at a points of interest map, they likely have a specific and immediate use. This means it’s in their best to get the most accurate results possible. So why not just ask them?

Precision and Accuracy

These terms have specific meanings in geolocation. ‘Precision’ is the exactness of the data. ‘Accuracy’ is how closely the information on a map matches the real world. So you want precision and accuracy to be spot on, or data risks losing value. This applies not just to the gathering of data but to the representation of it. For example, if you have street-level data but your maps don’t present individual streets, then any representation of data on that map is likely to have poor accuracy. That map might succeed in abstracting irrelevant information but presenting an imprecise and inaccurate view.

5. Avoid Map Legends as Much as Possible

In many cases, primarily points-of-interest maps, they’re just not needed anymore. An essential part of user experience design isn’t just visual hierarchy but information hierarchy. You can mouse over on a desktop or laptop to get the essentials of a location, e.g., the museum’s name and its opening hours. On a mobile device, you can tap on that location to get the essentials, and you can tap on another location to move on; you don’t even have to press back. Given that, a legend would get in the way. So this simple piece of information design solves information overload issues.

As with all rules, there are exceptions. A good one is a heat map where a density of what’s being measured needs to be communicated. It doesn’t matter what the data is; it just needs to be something where mapping provides greater insight, especially if it informs decision-making. Sales is an excellent example for a national or multinational company. Of course, weather forecasting can make use of literal heat maps.

6. Accessibility Compliance

Not everyone has perfect eyesight. Even if someone has excellent vision, they could still be colorblind (8% of men and 0.5% of women are). Given that, take the W3C’s accessibility standards into account and treat them as a baseline or minimum barrier to entry for compliance. You shouldn’t feel good about the possibility of excluding 8% of your potential audience or customers. Ensure you keep your UX designers involved and don’t shy away from creating senior-friendly web designs.

Put simply: imagine if you could appeal to a new demographic that’s not catered to. If your competitors ignore them, you could give them a real reason to choose you instead by taking some straightforward steps. If your competitors are catering to them, you also need to. If you don’t, you’re just giving potential customers a big reason to ignore you.

Conclusions

The key takeaway is that there’s far more to creating good maps than just good cartography. That can be critical, too, though this may vary depending on the use case.

This will be a team effort because your map will involve data sets, design decisions, and, yes, cartography. You’re going to need to involve brand and IT too. So think about design principles and development methodologies.

First and foremost, what are your users’ needs? If you haven’t done any user research or taken the time to understand the customer journey, are you adding anything or getting in the way? It’s easy to see the department that requested the map as stakeholders, but you should probably view your users as stakeholders too.

This sounds complex, but as you hopefully now appreciate, a map is probably more complicated than you thought.

 

Featured image via Pexels.

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Welcome to this month’s round up of what has caught our eye on the web. As it’s November we’re going to help chase those winter blues away with some color.

Color does so much of the heavy lifting in visual design. It can create a mood, reinforce a brand identity, establish a hierarchy, differentiate sections, highlight type or reduce it; color even makes a statement by its absence.

Good use of color isn’t just about getting the most appropriate color scheme for the subject, it’s also about how much color to use, and where to use it. In this collection we’ve included a range of use examples from bright and full of color, to restrained with subtle tones. Enjoy!

Toboggang

There’s a pleasing UPA cartoon feel to the colors and type in this compact portfolio site.

On

On digital technology studio keep things simple with a black on light blue, and infinite scrolling.

re_

A pleasing mix of reds, greens, pinks, and golds liven up a simple grid layout for re_ package free grocery store.

LA Art Box

This site for LA Art Box makes great use of horizontal scrolling and animated transitions.

JYZ Design

Strong color and geometric shapes create a vibrant feel for JYZ Design’s company site.

Hyperframe

Hyperframe’s site takes on board the ‘show, don’t tell’ theory by cleverly using on scroll animation to demonstrate its product’s major selling point.

Rebecca Atwood

Rebecca Atwood’s site combines product shots with a color scheme that reflects the aesthetic of her designs.

Natural Paint Co.

For any paint company, displaying the available colors is a central function of their site. Natural Paint Co. do a really nice job of this with an interactive picker that changes the background color of the window.

Piaule Catskill

Beautiful photography and minimal text do a great job of selling the experience of Piaule Catskill cabins, and the horizontal scrolling on desktop adds extra focus. I found myself looking up flights to New York…

Rose Delights

There is a vintage, hand made quality to the mix of video and photographs on Rose’s home page, that creates a sense of warmth. The transparent mail list sign up is nicely non-invasive.

Voila

This site for Voila instant coffee creates a modern feel with fresh pastel colors balanced by a grounding dark blue.

Chiwawa

Wrestling masks, skeletons and lots of tone on tone color makes this a lively and appealing site for Chiwawa cantina.

HI(NY)

Keeping the rest of the design elements minimal here allows the movement of content areas not become cluttered and fussy feeling.

Think Tank Team

The divided square motif on the Think Tank Team homepage is a nice visual metaphor for building blocks coming together to create a whole.

Just Egg

Lots of yellow, and food close ups in the what part of Just Egg’s site is bold and confident. But the how section with its scrolling animation is the really good bit.

Moooi Paper Play

Although not a standalone site, this is a very pleasing animation centred around a particular product from Moooi.

Maersk Upside

Logistics giant Maersk have added a more user-friendly and visually engaging section to their corporate site, with use cases and real case studies.

Sol’ace

The color palette for Sol’ace furniture is has been carefully chosen to reflect the idea of luxury and natural materials.

Terra

A good mixture of standalone product shots and styled photographs works well here. The navigation options–shop by type, material or collection–have been well thought out too.

Thanxiety

And finally, for our readers in the US, Thanxiety is a carefully chosen collection of conversation topics to help avoid any uncomfortable silences, or family rows, around the dinner table at Thanksgiving. (And maybe the rest of us could use it on other holidays…)

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Many websites today use some type of traditional Content Delivery Network (CDN), which means improvements in website load times, decreases in bandwidth, and better redundancy and security. But not everything is optimized, specifically when it comes to images, and image CDNs can help with that! 

Traditional vs. Image CDNs

A traditional CDN treats images as static. If you want to tailor images to better match various mobile device types, then you need to create many variants of each image and upload them to your web server. It also means you must develop responsive code that will tell the server and CDN which image variant to deliver. This is clunky, time-consuming, and inefficient. For a large website, the amount of code needed can be astronomical. Using this static image model, there’s just no realistic way for each image to be effectively sized and compressed for every possible device model – at this point, there are thousands of them. The combination of these two unfortunate factors leads to potentially slow load times and poor UX caused by oversized images delivered to mobile devices.

So what is an image CDN? An image CDN builds on the traditional CDN model with the addition of device detection and image optimization. Instant detection of the device model and browser requesting the images is done right at the device-aware edge server (true edge computing!) Additional information, including screen resolution and dimension, pixels per inch, and support for next-gen image formats (such as WebP, JPEG 2000/JP2, and AVIF), provides even more details crucial for superior image optimization. Using this information derived from device-aware edge servers, the image CDN optimizes each image and serves the perfect version for each device and resolution, meaning users get the finest webpage experience faster.

A Bit About the Edge (Whoa, Living on the Edge?)

With a single server website, a web request would have to travel from the requestor, back to the origin server (wherever that was geographically located), be processed, and then travel back to the requestor. Depending on the physical distance between the requestor and the origin server, this could introduce a great deal of latency, which means lag time on page loads. 

A traditional content delivery network (CDN) is a global network of servers that optimizes web performance by using the node geographically closest to the user for faster delivery of assets. It takes static content like images and stores them on the edge. But usually, these edge servers are relatively simple in terms of their role in business processes. They mostly index, cache, and deliver content. And traditional CDNs like to keep edge servers simple because of concerns over CPU usage, storage, and scalability.

But what if these edge servers could also provide computing power that enhances performance and business processes? This is called edge computing. Slowly, CDNs are starting to open their edge servers to allow enterprises to deploy apps/services on the edge. Likewise, Cloud computing networks (e.g., AWS, Azure, Google Cloud) provide virtualized server capacity around the world for those who want to use geographically distributed servers. In a sense, Edge Computing is a marriage of the CDN (where edge servers synchronize/work with each other) and Cloud computing (where servers are open to applications). 

Edge computing is a fascinating concept, but what is the killer app that will enhance business processes and improve website performance? The addition of device detection to edge computing provides the ability to transform from delivery of static images to a new model where images are dynamic and tailored exactly to devices. 

Edge computing is computing that is done in a geographically distributed space, with many servers located at or near the source of the web request. This reduction in bandwidth and latency leads to fast processing times, increased site speed, and improved customer experience. And edge computing doesn’t require new infrastructure — it leverages the networks of existing providers to create Points of Presence (POP) around the globe. 

The Edge Servers are…Aware?

Device-aware edge servers, like those used by the ImageEngine image CDN, take edge computing to a new level. Device detection is actually one of the use cases where edge computing really shines. Normally, the edge server would have to send a Javascript query to the device to figure out any information about a requesting device’s model, browser, operating system. But with a device-aware edge server, the User Agent string is captured and decoded. This contains all of the information necessary for device detection without the need for any back and forth – a definite speed improvement. So you’re starting ahead of the game! 

Each time a new request comes to the device-aware edge server, the image is processed by that server (meaning optimized for that specific device parameters) and stored right there in cache, primed for future use. This is done in three stages: changing image size based on device resolution, compressing the image using an image optimization tool, and selecting the most efficient file format for the device. 

If the device-aware edge server has already processed a request from a similar device model before, then it can serve the device-optimized image from its edge cache, leading to a lightning-fast server response — and ImageEngine’s device-aware edge servers can serve up cached images 98% of the time! Not only is there geographical proximity because of the distributed global POP network, but the smaller size of the optimized image compared to the full-sized original cuts up to 80% off the image payload. This can cut up to several seconds off page load times. When almost 70% of people say that page speed influences their likelihood of making a purchase, every single second counts! 

Some image CDNs detect the device information and group the devices into “buckets” of similar types and serve an image based on that type. While this is certainly an advancement over a traditional CDN, and works passably well for some common devices, it still isn’t a truly optimal solution. There are so many variants of browser, screen size,  resolution, etc., even among very similar devices, that images are still often oversized (too large payloads) and lead to poor load speed. A true image CDN, such as ImageEngine, serves the perfect image for every device, every time.

So Now You Want To Get Started (Don’t Worry, It’s Really Simple)

One of the best things about the ImageEngine image CDN is the ease of integration – and it can integrate into any platform that supports a 3rd-party CDN. All you need is to sign up for an account and receive a delivery address during your two (yes, 2!) minute signup process. This delivery address is used to redirect image traffic for optimization and superior delivery performance. Next, you’ll have to make some slight adjustments to img tags on your website, but that’s really all the work you’ll need to do. There are no DNS changes during a standard (generic delivery address) integration. You read that right, none at all. Contrast that to a traditional CDN integration, where there is just no way around some messing around in the DNS – in fact, usually some fairly extensive DNS changes. 

This low-code, virtually no code, integration saves you time. It saves you money. It saves you the hassle of putting multiple team members on a new project. And it means that you can be up and running in about 15 minutes with a standard install. You can be serving optimized images to your site visitors at blazing fast speeds before lunch! And don’t worry, ImageEngine has an experienced integration support team available to answer any questions you might have. 

There’s also no issue with adding the ImageEngine image CDN on top of an existing CDN. Traditional CDNs may have security features that you may prefer to keep for your site. It requires slightly more integration but provides the same benefits of a solo ImageEngine implementation — screaming fast image load times and perfectly optimized images from device-aware edge servers. All that is recommended is that the ImageEngine image CDN actually serve the images directly, not simply process them, to get maximum benefits.

Adopt an Image CDN and See The Benefits

We’ve learned that image CDNs bring numerous benefits to your site AND your business. Using device-aware edge servers, image CDNs provide measurably better UX to your visitors. Pages load potentially seconds faster with perfectly optimized images, meaning your customers get to the heart of your message right away, and you don’t lose potential sales. 

Image CDNs are actually 30%+ faster than most traditional CDNs, improving site speed accordingly. From an SEO perspective, that’s huge! And your SEO gets an additional boost from the improvement to your Largest Contentful Paint scores (which can help you gain valuable rank on Google’s SERPs). Implementation is simple and fast. You get all this, plus cost savings: since you have smaller payloads because of the fully optimized images, you’re delivering fewer gigabytes of data.

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Tilda website builder combines everything we liked so much about constructors when we were kids – you can experiment, test out and build myriads of new creative ideas out of ready-to-use blocks. Tilda is that type of constructor that allows you to own your creative process and create pretty much any website: landing page, business website, online store, online course with members area, blog, portfolio, or event promo page.

Founded seven years ago, Tilda is a website builder that completely revamped the way we create websites. Tilda has been the first website builder to introduce block mechanics that allows users to create websites out of pre-designed pieces. This breakthrough technology allowed all users – not only designers – to create professional-looking websites. Just like in kid constructors, you can drag-and-drop and mix-and-match blocks on Tilda to let your creativity flow and build a dazzling website, at extraordinary speed. 

When you ask designers why they love Tilda, they usually say it’s because the platform provides the ultimate balance between choosing from templates and being able to fully customize and create from scratch to bring any creative idea to life. Here’s what else they say:

Tilda has been a game-changer for us. It allows our team to quickly spin up new web pages, make edits, and ship new programs. We left WordPress for Tilda and after being with Tilda for 2 years, I don’t ever want to go back.

~ Andy Page, Executive Director, Forge.

I built my first website in 2001. Since then I’ve used countless platforms and website builders for customer websites and my own business. Tilda is the perfect combination of ease of use with powerful features at an unbeatable value.

~ Robby Fowler, Branding and Marketing Strategist, robbyf.com & The Brand ED Podcast.

Let’s dive deeper into core functionalities you can leverage on Tilda. 

#1 Cut Corners With 550+ Pre-Designed Blocks And 210+ Ready-Made Templates

The beauty of Tilda is that it provides 550+ blocks in the ever-growing Block Library designed by professional designers. Thus, you can quickly build a website out of pre-designed blocks that encompass virtually all elements you might need for your website: menu, about us page, features, contact, pricing, etc. 

Customizing each block is a breeze with Tilda: You can drag-and-drop images, edit text right in the layout, alter block height, background color, padding, select the style of buttons, use custom fonts, and assign ready-made animation effects to specific parts of it. Also, Tilda provides a built-in free image library with 600K+ images, so you can find images that are just right for you without leaving Tilda, add them to your website with just one click, and use them for free.

Finally, all blocks fit together so well that it’s almost impossible to create a bad design on Tilda – even if you are a stranger to website building.

For a quick take-off, you can use 210+ ready-made templates for different kinds of websites and projects: online stores, landing pages, webinar promo pages, multimedia articles, blogs, and more. Each template is a sample of modern web design and consists of blocks. It means that templates don’t limit your creativity: you can modify them to your liking by playing with settings, adding extra or removing existing blocks, and embedding images and text. 

Each of the templates and blocks covers over 90% of use cases you’ll ever require and is mobile-ready, meaning that your website will look great on desktop computers, tablets, and smartphones by default.

#2 Jazz Up Your Site With Zero Block: Professional Editor For Web Designers 

To better meet the demands of a creative brief and unleash your creativity, you can use Tilda’s secret weapon called Zero Block. It is a tool for creating uniquely designed blocks on Tilda.

You can control each element of the block, including text, image, button, or background, and decide on their position, size, and screen resolution on which they’ll appear. For example, you can work with layers to create depth with overlay and opacity techniques or set a transparency level on any element and shadow effects below them. Additionally, you can also insert HTML code to add more complex elements, such as calendars, paywall, comments, social media posts, and so much more.  

Finally, Zero Block allows you to fool around with basic and more advanced step-by-step animation for a more individual look. Here’re some animation examples that you can make on Tilda:

Animation on scroll (position of elements is changing on scroll).

Trigger animation (animation is triggered when pointing at or clicking on an object).

Infinite scrolling text.

#3 Import Designs From Figma To Tilda In Minutes

Creators love using Figma for prototyping, but when you have to transfer every element and rebuild your website design from scratch – that’s what’s killing the party. With Tilda, you can easily turn your static designs into an interactive website in no time. 

All it takes is to prepare your Figma design for import with a few easy steps, paste the Figma API token and your layout URL to Tilda, click import and let the magic happen. Once your design is imported, you can bring your project online just by clicking publish.

#4. Make Search Engines Love Your Website With Built-In SEO Optimization

Thanks to the consecutive positioning of blocks on the page, websites designed on Tilda are automatically indexed well by search engines. There is also a set of SEO parameters you can fine-tune right inside the platform to ensure that your web pages rank high even if you don’t have an SEO specialist in-house. These parameters include the title tag, description and keywords meta tags, reader-friendly URLs, H1, H2, and H3 header tags, alt text for images, and easily customizable social media snippets. 

As an additional value, Tilda provides an SEO Assistant that will show you what errors are affecting the indexing of your website and will help test the website for compliance with the search engines’ main recommendations.

#5. Turn Visitors Into Clients

Tilda gives you the power to set up data capture forms and integrate them with 20+ data capture services, such as Google Sheets, Trello, Notion, Salesforce, Monday.com, etc., to ensure seamless lead generation.

For more fun, Tilda developed its CRM to manage your leads better and keep your business organized right inside of a website builder. This is a very easy-to-use tool that automatically adds leads from forms and allows you to manually add leads you captured outside of the website. There is a kanban board that gives you an overall view of how leads are moving through your sales funnel and allows you to move leads between stages easily.

#6. Build A Powerful Online Store In One Day

Tilda provides a set of convenient features to create a remarkable online shopping experience. The platform gives you the power to sell online using ready-made templates or build an online store completely from scratch, add a shopping cart and connect a payment system of choice — Stripe, PayPal, 2Checkout, etc. — to accept online payments in any currency.

If you are looking to run a large ecommerce business, you should also consider Tilda. Thanks to the built-in Product Catalog, you can add up to 5000 items, import and export products in CSV files, easily manage stock, orders, and keep track of store stats.

And thanks to adaptive design, your store will look good across all devices, including tablets and smartphones. 

#7. Bring Your Project Online For Free

Tilda offers three subscription plans: Free, Personal ($10/month with annual subscription), and Business ($20/month with annual subscription). When you sign up for Tilda, you get a lifetime free account. It allows you to publish a website with a free subdomain and gives you access to a selection of blocks and a limited number of features that offer enough to create an impressive website. 

Personal and Business tariffs allow more advanced options, such as connecting custom domains, adding HTML code, receiving payments, and embedding data collection forms. The business plan also allows users to export their website and create five websites (while personal and free plans allow one website per account). 

To discover all features and templates on Tilda, activate a two-week free trial – no credit card required.

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Apache Kafka became the de facto standard for processing data in motion across enterprises and industries. Cybersecurity is a key success factor across all use cases. Kafka is not just used as a backbone and source of truth for data. It also monitors, correlates, and proactively acts on events from real-time and batch data sources to detect anomalies and respond to incidents. This blog series explores use cases and architectures for Kafka in the cybersecurity space, including situational awareness, threat intelligence, forensics, air-gapped and zero trust environments, and SIEM/SOAR modernization. This post is part six: SIEM/SOAR Modernization.

Blog Series: Apache Kafka for Cybersecurity

This blog series explores why security features such as RBAC, encryption, and audit logs are only the foundation of a secure event streaming infrastructure. Learn about use cases,  architectures, and reference deployments for Kafka in the cybersecurity space:

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This blog post explores how event streaming with Apache Kafka provides a scalable, reliable, and efficient infrastructure to make gamers happy and gaming companies successful. Various use cases and architectures in the gaming industry are discussed, including online and mobile games, betting, gambling, and video streaming.

Learn about:

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The rise of data in motion in the insurance industry is visible across all lines of business, including life, healthcare, travel, vehicle, and others. Apache Kafka changes how enterprises rethink data. This blog post explores use cases and architectures for event streaming. Real-world examples from Generali, Centene, Humana, and Tesla show innovative insurance-related data integration and stream processing in real-time.

Digital Transformation in the Insurance Industry

Most insurance companies have similar challenges:

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In the last decade, advances in processing power and speed have allowed us to move from tedious and time-consuming manual practices to fast and easy automated data analysis. The more complex the data sets collected, the greater the potential to uncover relevant information. Retailers, banks, manufacturers, healthcare companies, etc., are using data mining to uncover the relationships between everything from price optimization, promotions, and demographics to how economics, risk, competition, and online presence affect their business models, revenues, operations, and customer relationships. Today, data scientists have become indispensable to organizations around the world as companies seek to achieve bigger goals than ever before with data science. In this article, you will learn about the main use cases of data mining and how it has opened up a world of possibilities for businesses.

Today, organizations have access to more data than ever before. However, making sense of the huge volumes of structured and unstructured data to implement improvements across the organization can be extremely difficult due to the sheer volume of information.

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Photo by Oskar Yildiz on Unsplash.

When building integration components, it’s almost a given that we will have to process data in different formats like JSON, XML, YAML, etc. It’s imperative that any integration product should have very good support for handling these data formats. This kind of robust support for handling data in different formats makes the product flexible to be adapted to different use cases.

In this article, we will look into the support provided by Kumologica for handling the data in these different formats.

Source de l’article sur DZONE