Clusters improve your application by giving it the ability to handle a bigger load and understanding your way around pro

While DisplayPort is relatively universal on devices with USB-C ports, Thunderbolt support is a patchwork and requires both devices being plugged in to support it. Apple’s modern MacBooks support Thunderbolt, for example, but Microsoft’s new Surface Book 3 doesn’t. Monitors with Thunderbolt support also tend to be more expensive than those without, because they’re able to support more devices and additional monitors without slowing down.

If that sounds good, and you’re excited about Thunderbolt like I was recently, there’s another catch: Individual Thunderbolt ports are not equal. The standard allows for 40Gbps of throughput on the port, but some device makers only implement it partially, with 20Gbps of throughput, which limits how you’re able to use it.

Apply different NLP techniques: You can add more NLP solutions to your chatbot solution like NER (Named Entity Recognition) in order to add more features to your chatbot. With having a NER model along with your chatbot, you can easily find out any entity that appeared in user chat messages and use it for further conversations. And also you can add a Sentiment Analysis model to identify different sentiment tones behind user messages and it will exactly give some additional colors to your chatbot.

Thunderbolt, yet another optional standard, is a much faster layer on top of USB-C that allows additional possibilities, like the use of multiple displays daisy-chained from a single port, or the use of an external graphics card. It uses the exact same connector, but can be identified with an additional “lightning” symbol when supported.

Apply different NLP techniques: You can add more NLP solutions to your chatbot solution like NER (Named Entity Recognition) in order to add more features to your chatbot. With having a NER model along with your chatbot, you can easily find out any entity that appeared in user chat messages and use it for further conversations. And also you can add a Sentiment Analysis model to identify different sentiment tones behind user messages and it will exactly give some additional colors to your chatbot.

Despite working in the tech industry and having a deep interest in gadgets, I tripped over this recently when trying to buy a new monitor: I wanted to be able to chain two of them off a single port and discovered that I’d not only need to buy a specific screen to achieve this (which was more expensive), but this would only work with my work MacBook Pro, and not my brand-new Surface Book 3.

Furthering the confusion, some devices actually can’t be charged with chargers supporting Power Delivery, despite sporting a USB-C port — because they weren’t designed to negotiate the higher wattage being delivered by the Power Delivery standard. A pair of cheap Anker headphones I own, for example, refuse to charge when plugged into a MacBook charger. Other devices, like the Nintendo Switch, only partially support the standard, and some unsupported chargers have bricked devices, reportedly due to the Switch’s maximum voltage being exceeded.

Then there’s DisplayPort and Thunderbolt, another set of standards supported by some USB-C devices. DisplayPort allows the use of an external display, such as a 4K monitor, but only supports one at a time at full resolution.

Worker threads share memory and are perfect for complex data calculation, monitoring and process data for your main application, perform intensive and long database operations, etc. The equivalent on the browser would be the Web Worker.

Child process is a different module that allows you to run subprocess. Cluster uses the child process fork method to spawn different processes that allow back and forward communication. Child process is often used to interact with the shell and to run code from a different language like python. It is my favorite way to run shell scripts and commands.

If you buy a USB-C charger that doesn’t support Power Delivery and try to use it with a Microsoft Surface, for example, the laptop will complain that it’s “not charging” despite receiving some power. Fixing this requires figuring out whether or not it’s the cable or wall charger that doesn’t support Power Delivery, and replacing it with something that does support it. There would be no way for a layperson to hold two USB-C chargers and know the difference between one that supports Power Delivery and one that doesn’t.

Anyone going all-in on USB-C will run into problems with an optional standard called Power Delivery. The standard allows devices to charge at a much higher wattage relative to older connectors, therefore allowing them to charge faster. But it requires the right combination of charger, cables, and device to actually achieve this.

Techies hailed USB-C as the future of cables when it hit the mainstream market with Apple’s single-port MacBook in 2015. It was a huge improvement over the previous generation of USB, allowing for many different types of functionality — charging, connecting to an external display, etc. — in one simple cord, all without having a “right side up” like its predecessor.

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tterns unless unique designs add real value. During the design process, we should audit our design when introducing new conventions, elements, animations, and so on. If these additions aren’t bringing additional value to the user, then they should be reconsidered. The elements that we do include; buttons, inputs, screen layouts, flows, and so on, should be reused as much as possible for consistency and to save time.

Five years later, USB-C is near-ubiquitous: Almost every modern laptop and smartphone has at least one USB-C port, with the exception of the iPhone, which still uses Apple’s proprietary Lightning port. For all its improvements, USB-C has become a mess of tangled standards — a nightmare for consumers to navigate despite the initial promise of simplicity.