Great visual explanation of the Raft protocol
Misplaced Lens Cap

★

No title available

@theartofmadeline
Fai_Ryy
Show & Tell
2025 on Tumblr: Trends That Defined the Year
trying on a metaphor
I'd rather be in outer space 🛸

Love Begins
todays bird
Sweet Seals For You, Always
art blog(derogatory)
official daine visual archive
The Bowery Presents
cherry valley forever
TVSTRANGERTHINGS

shark vs the universe
taylor price
𓃗
seen from Ireland

seen from Malaysia

seen from United States

seen from Malaysia

seen from Türkiye

seen from United States

seen from Malaysia

seen from Türkiye
seen from Czechia
seen from Israel
seen from Türkiye
seen from Malaysia

seen from Malaysia

seen from Germany
seen from Ecuador

seen from Argentina

seen from Netherlands
seen from United Kingdom
seen from Germany

seen from Germany
@traackr-people
Great visual explanation of the Raft protocol
Round-robin Cross Subdomain AJAX Requests
Well, that's a mouthful! But what is it and what is it useful for? If you have done any web development in the last 10 years you have most likely used AJAX to make your web pages or, even more likely your web based app, more responsive and dynamic. You also probably know that most browsers limit the number of concurrent AJAX requests that can be made back to the origin server (i.e. the same server the page is served from). Usually that number of concurrent requests is 6 to 8 (sometimes a bit more) depending of the browser.
This might be fine for what you are trying to do, but if your page has a lot of dynamic components or if you are developing a single page web app, this might make the initial loading of your page, and all its content, a bit slower. After your first 6 (or 8) AJAX requests have fired, any subsequent AJAX query back to that same origin server will be queued and wait. Obviously your AJAX requests should be fairly fast, but even if your AJAX requests are just 50 milliseconds, any request after the initial 6 or 8 would have to wait 50 milliseconds when queued before executing. So in total a request could take 50 milliseconds (waiting) + 50 milliseconds executing = 100 milliseconds. This short waiting times add up pretty quickly.
The solution? Make these requests look like they are going to different origin servers so that the browser will execute them in parallel, even if they are, in fact, going to the same server. This will allow more AJAX requests to run in parallel, and therefore speed up your site/app. Here I will show you how to accomplish this using JQuery (but the same strategy can be used with other frameworks).
Cross subdomain AJAX requests with a single server
Basic idea
The basic idea is pretty simple. Say you are serving your pages from webapp.traackr.com. You will want to send some of the AJAX requests through webapp1.traackr.com, some through webapp2.traackr.com, some through webapp3.traackr.com ...etc. You get the idea. And we will set it up so that all these hosts are, in fact, the same server.
What I will show you here is how to do this transparently so you don't have to manually set up each AJAX request and decide where it should go. Our little trick will randomly round-robin through all the available hosts. This will work even if your application runs on a single server and the best part is that if you need to scale and upgrade to multiple redundant servers you will have little if anything to change.
Easy enough, right? Well of course, there is just one more little thing. When you start making AJAX requests to a host different than the original host, you open the door to security vulnerabilities. I won't go into the specific details of the potential security issues, but suffice it to say that your browser won't let you make these cross-domain (subdomain in our case) requests. Luckily, CORS comes to the rescue. CORS is a rule-based mechanism that allows for secure cross-domain requests. I will show you how to setup the proper CORS headers so everything works seamlessly.
The setup
First things first - you will have to create DNS entries for all these subdomain hosts. Because we are doing this with a single server, you need to create DNS entries for webapp1.traackr.com thru webapp3.traackr.com that all resolve to the same host as webapp.traackr.com (they can be AAA or CNAME records). All set? Moving on.
The code
We need to accomplish two things:
(Almost) Randomly round-robin the AJAX request to the various hosts we have just defined
Modify AJAX requests so they can work across subdomains with CORS
Round-robin your AJAX requests
Here we are going to leverage the excellent JQuery framework, so I'm assuming you are using JQuery for all your AJAX requests.
The following Javascript code should be executed as soon as your document is ready. This piece of code uses global AJAX settings in JQuery to hijack all AJAX requests made with JQuery. Once we identify an AJAX request going to the origin server, we rewrite it right before it hits the wire (beforeSend()).
Almost there. Now we need to make sure your server can handle these requests when they come via one of the aliases we defined.
Enable CORS for your AJAX requests
Before we look at the CORS headers needed for these cross-domain AJAX requests to work, you need to understand how cross-domain AJAX requests are different than regular AJAX requests. Because of CORS, your browser needs to ensure the target server will accept and respond to cross-domain AJAX requests. Your browser does this by issuing OPTIONS requests. They are called 'preflighted' requests. These requests are very similar to GET or POST requests except that the server is not required to send anything in the body of the response. The HTTP headers are the only thing that matters in these requests. This diagram illustrates the difference:
So you need to make sure your server returns the proper headers. Remember in the current set up webapp.traackr.com and webapp[1-3].traackr.com are the same server. There are many ways to do this. Here is one that leverages Apache .htaccess config:
Because we allow credentials to be passed in these cross-domain requests, the origin allowed header ('Access-Control-Allow-Origin') must specify a full hostname. You can not use '*', this is a requirement of the CORS specification.
An important note here. Because these OPTIONS calls are made before each AJAX request, you want to make sure they are super fast (i.e. a few milliseconds). Since the only thing that matters are the headers (see above), I recommend you serve a static empty file for these requests. Here is another .htaccess config that will do the trick (make sure options.html exists and is empty):
And that is it! Pop open your JavaScript console and look your AJAX requests being routed through the various aliases and being executed in parallel.
Be warned
So what trade-offs are you are making? Remember this is engineering, there are always trade-offs! Well all of a sudden you might get twice (or more) as many requests hitting your server in parallel. Make sure it can handle the load.
What's next?
There are probably a few things you can improve on. I will mention two we use at Traackr but will leave their details as an exercise for the reader:
You will probably want to avoid hardcoding your list of servers in the script.
Some corporate firewalls do not allow OPTIONS requests. This can cause this entire approach to fail. The script we use at Traackr will actually detect errors in OPTIONS requests and will fall back to regular AJAX requests.
Use a load balancer and let it scale
What can you do if/when you need to scale? One easy approach that doesn't require you to change much is to put 2 or more servers behind a load balancer (maybe an Elastic Load Balancer on AWS). Then update your DNS so that all your webapp[1-3].traackr.com URL are now pointing to your load balancer.
What magic happens then? Browsers will make more parallel requests, just as we have described all along here. But now your load balancer will round robin each of these requests to the many servers you have running behind it. Magically you are spreading the load (and the love).
Thank you to the entire awesome Traackr engineering team for the help with this post. We are Traackr, the global and ultimate Influencer Management Platform. Everything you need to discover your influencers, manage key relationships, and measure their impact on your business. Check our blog. We are hiring.
Real Redis cluster is finally here. This is exciting news!
There is a lot of interest from the tech community in both Docker and Ansible, I am hoping that after reading this article you will share our enthusiasm. You will also gain a practical insight into using Ansible and Docker for setting up a complete server environment
Shorter debugger ever? Could be and can be very handy.
A tweet-sized debugger for visualizing your CSS layouts. Outlines every DOM element on your page a random (valid) CSS hex color.
Hackers obsess over automation.
... performance is not just something developers need to worry about, but that it is an “essential designfeature.”
A good reminder of how var works in JavaScript
A complete rewrite is never a good idea. While this article gives a good behind the scene look at what (could have) happened with Google Docs, it doesn’t really go into the details as to why rewrites from scratch don’t work. While almost 15 years old, my reference on the subject remains Joel’s excellent “Things You Should Never Do”. A must read.
My favorite quote from that article:
When you throw away code and start from scratch, you are throwing away all that knowledge. All those collected bug fixes. Years of programming work.
This plugin features an extension of Lucene's StandardTokenizer that allows the user to customize the word boundary property values for any Unicode character.
By Luke Lovett, Python Engineer at MongoDB
Introduction
Suppose you’re running MongoDB. Great! Now you can find exact matches to all the queries you can throw at the database. Now, imagine that you’re also building a text-search feature into your application. It has to draw words out of…
I saw these tweets from Roy a few weeks ago…
Adding features so rarely adds.
— Roy Bahat (@roybahat)
March 6, 2014
@kylec The thing people forget is removing is way more work than adding. Wish more teams had an anti-roadmap of things they plan to remove.
— Roy Bahat...
Hey guys, I like Ember and I like to have a real server when I’m developing and I liked the MEAN stack at meanjs.org so I forked it and replaced Angular with Ember and built a bit on top of that. It’s not perfect and it’s truly never finished, but it is functional and a great starting point I think.
Have you ever wanted to build a search feature into an application? In the old days, you might have found yourself wrangling with Solr, or building your own search service on top of Lucene — if you were lucky. But, since 2010, there’s been an easier way: Elasticsearch.
By Eliot Horowitz, CTO and Co-founder, MongoDB
Discuss on Hacker News
In the five years since the initial release of MongoDB, and after hundreds of thousands of deployments, we have learned a lot. The time has come to take everything we have learned and create a basis for continued…
Highly efficient file backup system based on the git packfile format. Capable of doing *fast* incremental backups of virtual machine images.
That looks like a promising project.
This is a guest post by Mike Chesnut, Director of Operations Engineering at Crittercism. This June, Mike will present at MongoDB World on how Crittercism scaled to 30,000 requests/second (and beyond) on MongoDB.
MongoDB is capable of scaling to meet your business needs — that is why its name...