Sometimes, the simplest solutions are the most effective. This applies to everyday life problems as well as technical ones.
Today, I’ll share a common challenge we faced at our newly developed platform, namastedev. This solution not only improved our application’s performance but also ensured a smoother experience for our users. So, take a few minutes to read through, as it’s bound to be worthwhile. And if you have any suggestions for improvement, feel free to share them with us.
Every day, thousands of students visit the namastedev platform to access video content on various tech topics. With both premium and non-premium content available, we partnered with a third-party service to secure our premium videos through DRM (Digital Rights Management) protection. This meant integrating their video player into our client-side, requiring users to obtain a special token from this service to access premium content.
Whenever a user clicked on a video, an API call is made to our server at “ourdomain.com/course/:courseSlug/:learningResSlug”. At the backend, we verify the user’s authentication and eligibility to watch the video. For premium content, we initiated a server call to the third-party DRM service to obtain a token, which was then forwarded to the user’s browser for video playback.
As depicted in the image above, the process involved a client requesting a token from namastedev’s server, which in turn requested it from the video Streaming Partner’s Server. This process incurred a delay, especially if network calls took time to reach our server, resulting in approximately 0.6 seconds to acquire a token.
While this setup was okay initially, later monitoring our API latency revealed that this particular API was slower than expected. Thus, our focus shifted to optimizing the latency for video watching APIs.
Excited by the prospect of enhancing user experience, we conceived the idea of a token pool. Although our streaming partner didn’t offer an API for token pooling, we decided to manage it internally. So we decided to manage an empty object in-memory, like so: let TOKEN_POOL = {}; and as soon as our node server starts, we call the initializeTokenPool() function. Within the initializeTokenPool() function, we maintain a hardcoded list of the most frequently watched video IDs. Furthermore, in this function, we fetch 100 tokens for each of the most commonly watched videos and save them into the TOKEN_POOL object. So, after the execution of initializeTokenPool(), our TOKEN_POOL looks something like this:
TOKEN_POOL = {
video_id_1: ['token1', 'token2', 'token3' ... 'token100'],
video_id_2: ['token1', 'token2', 'token3' ... 'token100'],
video_id_3: ['token1', 'token2', 'token3' ... 'token100'],
video_id_4: ['token1', 'token2', 'token3' ... 'token100'],
...
}
Now, the TOKEN_POOL contains tokens for the most commonly watched videos. When a user requests a token for a specific video, we first check our TOKEN_POOL for that video_id. If the video_id is found, we simply pop() a token and return it. However, if the video_id is not available in the TOKEN_POOL, we take two actions: first, we add that video_id to the TOKEN_POOL with an empty array (TOKEN_POOL[video_id] = []); second, we directly obtain a token from our video streaming partner and return it.
To ensure the token pool remained adequately stocked, we implemented a cron job to refill it every 5 minutes, maintaining a minimum of 100 tokens for each video.
Previously, it took about 0.6 seconds for a user to acquire a token to play the video. Now, with the token pool, users receive the token in just 0.04 seconds, as it’s readily available on our server without the need for an extra call.
After implementing this solution, we checked our latency graphs and were amazed with the results. Before the pool system, the average API latency was around 0.6 seconds. However, after implementation, it decreased dramatically to 0.04 seconds, marking a staggering 93.33% decrease. This significant improvement has undoubtedly enhanced the seamless experience for our users.
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Louisiana presents schooling assistance to surviving spouses of deceased veterans in addition to youngsters of 90 or higher disabled veterans and children of 100 disabled and unemployable veterans.
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He made his professional debut on Might 16, 2015, replacing Ørjan Nyland within the 55th minute of the match.
She is president of Winning Methods Advertising and marketing, an editorial and marketing consulting agency that makes a speciality of home design and decorating.
Pixieland was an amusement park near Otis Junction, Oregon, United States, located about three miles (5 km) north of Lincoln Metropolis.
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There is an ending. Just remember that I meant for this to be an art game. I do feel like I spent an inordinate amount of time on the more traditional gameplay elements, which may make the meaning of the game a bit unclear. If you mess around with it though, you’ll find it.
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Tiny Homes: Tiny homes have gotten more and more in style due to their affordability and minimalism, however in addition they current a unique set of dangers that conventional house insurance insurance policies do not cover.
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Common design creates a space that works for every household member at each stage of life.
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The Bentley Continental GT was, for a time, the car every highly paid professional footballer in Europe drove.
Survived by one son, Vester Nelson of Lamont, WA; one granddaughter, Joan Nelson, Spokane; one grandson, Donald Nelson, Lamont; 3 sisters, Lyla E Hedberg and Lena Kulm, both Spokane; Cordelia Albers, St Louis, MO; two brothers, Otis Hedberg, Monroe City, MO; and Wesley Hedberg, Tahachita, CA.
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The term fund manager, or investment adviser in the United States, refers to both a firm that provides investment management services and to the individual who directs fund management decisions.
In other words how much you are willing to loose.
GE Appliances has its largest operations at Equipment Park in Louisville, Ky., our house since 1951.
He didn’t play again for Spurs in the 2008-09 season after the 1-2 victory over Hull Metropolis on the KC Stadium a week before the 2009 Football League Cup Last.
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As the name suggests, these are high returns mutual funds that also come with high risk and high volatility.
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Writing on her Facebook wall and texting that you care about her is nice, but to make a lasting impression, tell her how you feel about her.
In Colonial America, the Pilgrims of new England disapproved of Christmas.
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By 2017, Property Brothers remained one of HGTV’s highest rated reveals, was HGTV’s number three primetime show, and averaged 2 million viewers per week.
The Aesthetic Movement was a response towards both the works of business and the influential Socialist and Christian idealism of Morris and Ruskin who both noticed art as straight linked to morality.
Price gouging has additionally been talked about as a potential trigger: Value inelasticity can contribute to inflation when firms consolidate, tending to help monopoly or monopsony circumstances anyplace along the supply chain for items or providers.
A drop in the underlying asset price may result in significant losses.
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In his presentation, he added in his statement that South Africa urgently wants to invest in the second demographic dividend in order that this group can accomplish the outcomes their mother and father haven’t experienced.
The winding logic that led the judicial panel to condemn a person to demise for her sartorial selections illustrates not solely the genuine navy risk that Joan of Arc posed to the English, but also the extreme lengths the Catholic Church was willing go to keep up its tight management over Europe in the course of the Inquisition.
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Many transportation systems and safety systems use this kind of know-how — the RFID tag is in a card or fob that it’s essential to place close to a reader to activate.
A day trader would hold the trading positions for a day and try to make profits out of short term price fluctuations in the market.
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Household cash flow is the total of all the expected income sources within a year minus all expected expenses within the same year.
If you cannot get sufficient of floral motifs, continue to the subsequent part for more flowery — and fruitful — country decorating concepts.
A nicely landscaped setting is a plus, except gardening is one in all your major hobbies, through which case an unfinished yard can provide you with plenty of nice afternoons over the subsequent couple of years when you beautify it.
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Providers will likely be held Wednesday, April 21 at 1 p.m.
It’s also great for groups, especially in the event that they know each other.
The Firoza stone can also be thought of to be an emblem of friendship.
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Generally this was as a result of finding people who have been there was difficult for both architectural and UI design reasons; generally it was because the folks they wished to grasp out with simply weren’t on Mastodon, and weren’t going to be.
Cash flow statements show how much money comes in and goes out of a property.
The 20 per cent figure nonetheless represents a relief of fifty per cent in comparison with the usual fee.
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That is, you can see the price ladders of the number of limit orders that are active, for both buy limit and sell limit orders, so you can see where other traders are placing their orders for.
The natural salt lick attracted animals, which in flip attracted Native American hunters with whom the French could trade, and the area became referred to as “French Lick.” This identical portion of Nashville would later be often known as Sulphur Spring Bottom and Sulphur Dell.
This may result in a number of medical emergencies, which can turn life threatening in extreme conditions.
Even though one is effectively ready to begin a journey to America there are particular issues like meals habits, life model and totally different weather circumstances within the USA that travelers needs to be knowledgeable about.
One thing that comes to our mind first is to seek good equity release advice.
In the first Fast and the Furious movie, Brian first meets Mia at Torretto’s Market.
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Objective: To start the process of effective selection of an equity fund to match your needs, the first and most important consideration is your financial goals.
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Comparisons to Rihanna – who has worn the shorter look on and off for some years now – might be inevitable.
If you’ve got your heart set on making that investment, though, you can open a margin account.
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A timeline of signs and even a common description of how lengthy you’ve got been in a funk or a mood you cannot get out of can help in diagnosis.