Kubernetes vs. Mapbox

K8s should be avoided - If your application works well without being converted into microservices-based architecture & fits correctly in a VM, needs less scaling, have a fixed traffic pattern then it is better to keep away from Kubernetes. Otherwise, the operational challenges & technical expertise will add a lot to the OPEX. Also, if you're the one who thinks that containers consume fewer resources as compared to VMs then this is not true. As soon as you convert your application to a microservice-based architecture, a lot of components will add up, shooting your resource consumption even higher than VMs so, please beware. Kubernetes is a good choice - When the application needs quick scaling, is already in microservice-based architecture, has no fixed traffic pattern, most of the employees already have desired skills.

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For services that require maps and basic geo-functionality in production, Mapbox is one of the greatest choices out there. They're free, provide much more refined/modern productions compared to Google maps, and have very good support on different platforms. For services that require higher-computation products, like matrix routing, optimization, etc..., the prices can get quite high very quickly, and you should consider moving those services to an on-premise server at that point.

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• Complex cluster management can be done with simple commands with strong authentication and authorization schemes
• Exhaustive documentation and open community smoothens the learning process
• As a user a few concepts like pod, deployment and service are sufficient to go a long way

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• Documentation is clean, easy to read, and very well organized which makes it easy to get going or learn something new
• The online user interface makes it quick and easy to edit maps, upload new datasets, view analytics, or get API keys
• Great integrations with Tableau and easy to develop for Android, iOS, or Web

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• Local development, Kubernetes does tend to be a bit complicated and unnecessary in environments where all development is done locally.
• The need for add-ons, Helm is almost required when running Kubernetes. This brings a whole new tool to manage and learn before a developer can really start to use Kubernetes effectively.
• Finicy configmap schemes. Kubernetes configmaps often have environment breaking hangups. The fail safes surrounding configmaps are sadly lacking.

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• The product is not always that easy to use, aimed at professionals understanding colors and palettes etc.
• Being a full cloud product it can be complicated working with the interface when your connectivity is not great.
• Tutorials and samples could be more visual and could cover more ideas on how to use Mapbox.

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The Kubernetes is going to be highly likely renewed as the technologies that will be placed on top of it are long term as of planning. There shouldn't be any last minute changes in the adoption and I do not anticipate sudden change of the core underlying technology. It is just that the slow process of technology adoption that makes it hard to switch to something else.

It is an eminently usable platform. However, its popularity is overshadowed by its complexity. To properly leverage the capabilities and possibilities of Kubernetes as a platform, you need to have excellent understanding of your use case, even better understanding of whether you even need Kubernetes, and if yes - be ready to invest in good engineering support for the platform itself

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It is a good tool to use. We can perform various customisations; I always end up exploring and finding a new feature that can be used in my work somewhere. And one good thing is that is actually quite reasonable in terms of cost, with the free tier being quite adequate

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Most of the required features for any orchestration tool or framework, which is provided by Kubernetes. After understanding all modules and features of the K8S, it is the best fit for us as compared with others out there.

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One feature that made me go in favor of Mapbox was its stellar documentation. Google Maps and Bing Maps are the other alternatives I considered, but the learning curve with both of them is steeper than it is with Mapbox. Also, Mapbox Studio gives newbies a very simple, clean and easy to use environment to make and store maps online

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• Because of microservices, Kubernetes makes it easy to find the cost of each application easily.
• Like every new technology, initially, it took more resources to educate ourselves but over a period of time, I believe it's going to be worth it.

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• Mapbox is the only service that has all the products we need to release our product to the market. Without Mapbox, we would've spent far more time integrating multiple different map/geo services like Mapbox and HERE maps together.
• Mapbox was sometimes expensive in the testing period, and we would've definitely moved some of the services on-premise to save money if we had the time.
• Mapbox has functionality for traffic-aware routing in many countries, as well as matrix-structured routing data, which is what enables our service to function. Having all of this integrated within an API allows us to easily scale our service to multiple different cities/countries in a matter of days.

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