I am Ryan Jerue, a Software Engineer working remotely at Reify Health in Charleston, South Carolina. My focus is in creating scalable web systems. I can be contacted by email over ryan at jerue dot org.

Apps At 22 Thousand Miles Away, Writing For High Latency

8/1/2020

In my current role, I have had to write lots of web applications that run over satellite internet. Satellites in geostationary orbit have roughly a minimum of 500ms of latency. Typically, users notice latency after 120ms. Despite the challenges that high latency provides, it is still possible to create applications that provide delightful user experiences. Many of these patterns make sense outside high latency environments too. Here is how one can do it.

What Is Latency?

At one point, the late senator Ted Stevens described the internet as a series of tubes. While maybe naive, it is an analogy that can be leveraged. Often the most important internet connectivity elements are speed, bandwidth, and latency. Say these tubes had water flowing though them. Speed is pretty self explanatory, it is how fast the water goes through the pipe. Bandwidth is how wide the pipe is, faster speeds at higher bandwidths mean more water can make it through. This is most often how internet speed is advertised; some amount of data sent over a certain amount of time. Now say the water only goes through the tube when a faucet is turned on. The amount of time between turning the facet on and water coming out: that is latency.

There are lots of causes for latency in a computer application. The primary one being how physically far one is from what they are trying to connect to. Any signal is limited by the laws of physics and nothing seems to move faster than the speed of light. Because of this, one could have the most expensive fiber optic cable that money can buy and if one is trying to connect to something on the opposite end of the world, one will still see latency.

Often, when writing applications we make use of distributed systems. This website for example is hosted on a CDN, aka a content delivery network. CDNs create global edge nodes that are geographically closer to customers. If in California, one would connect to a server there or close to there, whereas in Europe one would instead connect to one likely in Europe. There are lots of reasons to distribute a system related to redundancy and scale. However when writing applications for customers of mine in addition to the usual challenge, all of the traffic must go through a satellite in geostationary orbit.

Why Can Latency Be High?

As stated before, signals cannot go faster than the speed of light (though if you can do this, I would love to take you out to lunch). When a network request is made to a server far away, or through a satellite in geostationary orbit, the signal has to physically travel there. Then, it will have to travel back. In the case of the satellite, it has to go all the way back down to earth. For any network request, it looks something like this:

  1. Client to satellite => 22k miles
  2. Satellite to ground station => 22k miles
  3. Ground station to internet destination => Small amount of latency
  4. Internet destination to ground station => Small amount of latency
  5. Ground station back to satellite => 22k miles
  6. Satellite back to client => 22k miles

That is at a minimum 88k miles that the signals travel. With the speed of light taken into account it comes out to nearly 500ms of latency minimum plus whatever latency it takes to actually reach the destination on the internet. While satellite internet is an extreme case of this, many LTE networks also suffer from some level of latency be it due to network setup or distance to a tower.

None of this is even taking into account additional time that may need to be taken in regards to DNS and TCP.

How Can We Fix It?

It's simple: we kill the Batman Minimize the number of hops done over the network. As a developer, we unfortunately cannot change a user's minimum latency if the problem is on the supply side, so we need to construct our apps accordingly.

One can solve this through implementing the following:

  • Progressive rendering
  • Bundle splitting
  • Rethinking images
  • Optimizing remote scripts and assets
  • Prevent chained requests

While many of these solutions are tailored for the web, one may also use many of these techniques in native mobile apps.

Progressive Rendering

In my opinion, progressive rendering is by far the most useful thing one can do to make their web app seem snappy on even the worst of network conditions. With progressive rendering one renders something in HTML prior to the JavaScript loading so that the user sees some content. Typically, when websites are loaded, the first thing returned is the HTML. The HTML then makes some reference to additional JavaScript that needs to be loaded. The JavaScript is then loaded over an additional network request and is parsed by one's browser. The time for JavaScript code to load is enough of a problem and maybe even deserving of folks fat shaming bundle sizes on twitter.

To make something appear on the screen prior to the JavaScript loading, one can use several tools. A favorite, which this website is built off, is Next.js; another popular tool is called Gatsby. Each of these have a feature that allows for something called static site generation. This allows for all of the HTML pages to be created at build time, which is fantastic if the content is not dynamic. This works great for things like blogs and ecommerce sites. However, some JS may need to load regardless. At this point, one can put some sort of css driven animation to signify that there is loading being done to at least give the user a semblance that the application is loading. Next.js does this through a function called getStaticProps, whereas any applications created by Gatsby will be statically generated.

Bundle Splitting

It is a fact of life that web apps may need some JavaScript in order to run properly. There are some strategies one can take to cut down on what JavaScript is needed. The most popular is a technique called bundle splitting. When splitting a bundle, there are several JavaScript bundles that get generated as opposed to one. Only when things from a particular bundle are needed does it get loaded. Typically, this is managed on a per webpage level. The first render has the unique JavaScript needed for itself as well as any common JavaScript used on all pages. Subsequent page loads do not need to load that common js again. Often these tools are pretty sophisticated and can even recognize if JavaScript is needed on several, but not all, pages. These days, lots of tools give bundle splitting for "free." However as with many things, it needs to be done properly.

React, Vue, Svelte, and other applications are like ogres, and by that they have layers. Looking at the React with Next.js paradigm, root level components that load some library and have children require their children to load it. As a result, one should be mindful of the the libraries that are loaded at the _document and _app levels as they will be inherited by all pages. One can audit the size of their bundles though using tools like webpack bundle analyzer. There are even special implementations that hook into a developer's favorite libraries such as Next.js. If large bundles occur consider either moving the library to a component further downstream, finding a smaller library, or just implementing it outright.

Rethinking Images

If an img tag is placed on a screen with a remote src property. What happens?

<img src="/static/brady.png" alt="handsome quarterback" />

One will see Tom Brady's perfect face:

handsome quarterback

More importantly though, what is the browser doing? There are two HTTP requests that happen to get that image onto the page:

  1. The HTML is loaded
  2. The image is retrieved from a src tag.

On a high latency connection, one will not see anything for that time between when the html is initially loaded and the network request for the image completes. Thats a major bummer! But, can that network request be removed? Yes it can!

There are two methods for doing this. The first is if something is more of an icon, consider using an SVG, aka Scalable Vector Graphics, and putting it inline to HTML. SVGs are handled natively by the browser and one can even apply CSS to them. If using React (on the web), SVG works like any other HTML tag. They are lossless (not effected by screen resolutions) and use math to draw onto the screen.

<svg width="100" height="100">
<circle
cx="50"
cy="50"
r="40"
stroke="black"
stroke-width="2"
fill="tomato"
/>
<text x="50%" y="50%" text-anchor="middle" dy=".3em">Hello!</text>
</svg>
Hello!

Back to TB12, while his face is perfect, it would be difficult to turn into an SVG image. In this case, one could use a data URI. Using this method involves base64 encoding an image and putting that generated string into the source of the image.

Consider this picture of the Greatest Quarterback of All Time:

<img
alt="handsome quarterback"
src="data:image/jpg;base64;data:image/png;base64,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"
/>
handsome quarterback

This one will load alongside the HTML. No network request is needed! Chris Coyier's CSS tricks has a fantastic explanation of data URIs if one would like to learn more! However, do realize that inlining images is not always the best idea. Sometimes it will make a website go slower. This is because the size of that image is often several kilobytes, and if placed into the HTML file it will make it huge. Then, the network will take longer to download the larger file and the browser will take longer to parse it. As a result, it is recommended to use this technique for small files or things that will be immediately seen on the screen. To mitigate this, consider sizing the image exactly to how it will be sized on the screen, and running it through a compression tool such as squoosh.

Optimizing Remote Scripts and Assets

Developers care about what people do when they visit a website. Professionally I have had to add analytics to almost every website and app that I have written. Things like Google Analytics usually work with a <script/> tag. This means it gets loaded after the HTML. Things like fonts, external style sheets, and more are also loaded after the initial HTML. It is possible to base64 fonts, move style sheets inline, and even put the content of a remote script inside of a <script> tag. However, these things do have their costs. Particularly they increase the size of that initial render and make it take longer. The good news is that browsers will actually cache things well enough if instructed to. If an HTTP header is added to what is serving assets then it will at least be only loaded once. "Cache-Control: max-age=31536000" for example ensures that the file is cached and will live in the cache for a year. This is fine for things such as fonts, but be weary for doing this for anything dynamic as the user will receive stale content.

Depending on the analytics script used, one could get away with using an old version. If one wanted to capture things before the script loads, which could be a long time, consider just taking the contents of the script and putting it onto a webpage in a <script/> tag. Anything in a script tag is just JavaScript and can be interpreted by the browser.

Prevent Chained Requests

A chained request is when one HTTP request can only be made based on the output of a previous HTTP request. This is a common issue that occurs when working with REST APIs. Often REST APIs return a reference that are then used to hit another API endpoint. Take an example of an API that manages bookstores; say one wants to find all the books and their authors.

  1. Query all bookstores to get BookStoreId
  2. Query all books per BookStoreId to get BookIds
  3. Query Books on BookStoreId to get AuthorId
  4. Query Authors on AuthorId to get the AuthorName

See the chained logic? One query requires the output of the previous. Hopefully, one can design an API with just some sort of lookup functionality, or it may make sense to create a bespoke getAuthorNames route or something similar. Even if these APIs returned lightning quick, a bottleneck could exist because of the added latency of doing any network request. Unfortunately, one often does not own the APIs that they are integrating into. However serverless frameworks make it easy for one to just make some API route to handle these sorts of things.

One could use a tool like Vercel, Netlify, or an AWS Lambda to at least do the "chained" aspect of this behind some API where there is little network latency. However, as more use cases arise, one may just have to keep creating bespoke API routes to handle such problems. It is a solution that unfortunately has the problem of this does not scale.

However, say one does control the API layer, or at least wants to invest in it. What solution does scale? Does it involve chaining data to some nested document store? Automate the creation of the APIs? Machine learning? GPT-3? No way! One could solve this with some GraphQL.

{
stores {
name
books {
name
author {
name
}
}
}
}
{
"data": {
"stores": [
{
"name": "Ryan's books",
"books": [
{
"name": "The Hobbit",
"author": "JRR Tolkien"
},
{
"name": "Code Complete 2",
"author": "Steve McConnell"
}
]
}
]
}
}

... and that is it. It would be done and happen in a single HTTP request. No matter how much chaining.

There is a reason why GraphQL is so "hot." It is that it allows data to be described more explicitly and declaratively. On the server side of things it follows that paradigm too, just implement a slice of what is to be queried. Values get passed from resolver to resolver based on the schema one constructs. GraphQL clients on the front end such as Apollo and Relay also allow client state to be largely managed as a function of what the server returns to allow for caching, optimistic renders, and more. This could allow you to trim code where one would previously use Redux or React Context.

An addendum on the topic of network requests and data is that often one can employ an eager loading pattern as opposed to lazy loading data. Architectures that eager load all of the user's information onto a server after they logged in have solves this challenge. While the app still lazy loads the information, the HTTP requests generally only took as long as the latency. This is a great pattern to use if calls that would be lazy loaded by the client ordinarily take a long time and are pushed over the edge with the addition of latency.

How to Emulate Latency

Seeing is believing, and testing what latency looks like is by far the best way to understand how it works first hand. If using Google Chrome, one can simulate latency through the following:

  1. F12 or Right Click + inspect element to bring up developer tools.
  2. Go to the Network tab.
  3. Where it says "online" hit the dropdown and then Add custom profile....
  4. Create a profile name called Latency with the download speed of 10000 kb/s, an upload speed of 2000 kb/s, and a latency of 500 ms.
  5. Click add.
  6. Hit the X on the top right to close the popup and to return to the network tab.
  7. Hit the dropdown that should still say online.
  8. Select the newly created Latency profile.

In the future, just to select latency from the dropdown. A profiles does not need created every time. Feel free to edit it to add more or less latency.

Conclusion

Even on non-ideal connections, web apps do not need to have poor experiences. There are so many tools and strategies that exist that allow for the creation of snappy and delightful user experiences. While designing for the "worst" in mind, developers often craft better experiences for those with the best of network conditions as well. It is not just in developing countries where poor connectivity occurs either. Very high value interactions could happen with customers in connected aircraft, residential satellite connections, and over cellular. Not every solution is perfect, like most there are tradeoffs and I hope to have given one the knowledge to know how to make the best choices. Let us continue to make the web inclusive for everyone.