Real Time Analytics and Stream Processing: An Introduction

real time analytics
real time analytics

What is Real Time Analytics?

Real-time analytics makes it possible for organizations to capture live streams of data, process them very quickly, and extract insights or perform operations on the data in real time or near-real-time. It is based on stream processing technology that can handle a very high throughput of event data. 

There are two types of real time analytics:

  • On-demand analytics—providing data or computation results to users or applications in real time. For example, displaying the current product price to a user on an eCommerce site.
  • Continuous analytics—processing events on a continuous basis and streaming the results to end users, applications, or a data store. For example, showing live stock market data on a dashboard in a financial institution. 

Real-time analytics has many uses in the digital economy. For example, it can help businesses track customer data and respond with personalized offers, improving customer engagement. It  can enable rapid, automated response to shifts in the market, enabling dynamic pricing on eCommerce sites. Another common use is to process massive volumes of log or sensor data, from IT systems or internet of things (IoT) devices, and using them to drive business decisions.

In this article, you will learn:

  • What are Stream Processing Frameworks?
  • Top Stream Processing Frameworks
    • Amazon Kinesis
    • Azure Stream Analytics
    • Apache Spark
  • Best Practices for Real Time Analytics

The Top 10 React Native Famous Apps

With the increasing number of tasks that we can do on our mobile phones, things are getting complicated for the developers. Not only tasks but also different platforms like iOS and Android are also making it difficult and time-consuming for developers to make great applications.

However, React Native is making things easier for the developers. Here we will discuss how React Native is making things easier for the developers and some of the world-famous applications that use React Native.


Top 10 React Native Templates

When it comes to developing applications with unique features, creating a great user-interface is also very important. However, building the user interface from scratch takes a lot of time. So, why not use some templates for this purpose.

There are a lot of templates for React Native applications that not only look amazing but also make the development process extremely fast. Here we will discuss some of these React Native templates.


Top 10 React Native Tools

This article lists the best React Native tools. It includes backend services, debugging tools, IDEs, templates, etc. Want to know more? Keep reading.

Smartphones are now under use for most of our light to medium tasks. It has made these phones the most used technological devices on the globe. But this is only possible because of the consistently improving hardware and efficient applications to support that hardware.

But one thing that is difficult for the developers is developing native applications. For this, React Native comes in use because it allows the developers to develop hybrid applications. Those applications work on all operating systems without needing to code again and again.

However, some tools further help the developers in the process of development. Here we will discuss some of those tools you can use for your React Native applications to ease your development process.   


Top 10 React Native Disadvantages

React Native Disadvantages
React Native Disadvantages

In this era of technological advancements, everyone needs an application that is supported worldwide, but the application must be feature-rich. It puts the developers in challenging times because they have to develop the same application for different devices running on different platforms.

So, in these challenging times for the developers, React Native is a platform that quickly develops excellent applications. It comes with its unique advantages related to cross-framework mobile application development. However, with all the React Native advantages, we cannot ignore some disadvantages.

So, here we will enlighten some of the most significant disadvantages of React Native.


React Native Text Input

The TextInput is one of the main components of the React Native Core library, and also one of the most commonly used in many apps. This simple component is so fundamental in any application design that there are possibly only a few applications not using it. In this article, we are going to cover the most common use cases, input masking, and basic troubleshooting. If you want to know more about one of the most used components from React Native check this article out!


Top 10 Benefits of React Native

As mobile phones are getting powerful, the need for developing more powerful applications is increasing. It is all because the powerful mobile devices make it possible for the users to do most of their daily tasks on their phones, making things very difficult for the users.

This increased difficulty is that different people have different mobile phones in terms of operating systems and interfaces. So, the developers need to develop applications for all of the devices. One thing that has also gained a lot of popularity in recent years is React Native.

This platform allows the developers to develop applications for all the devices and platforms only by writing the code for once. This is only possible because of the cross-framework mobile application development provided by React Native. One of the major reasons for this popularity is that React Native comes with some amazing benefits.

Here we will discuss all of the benefits that the developers can enjoy from using React Native to develop modern-day mobile applications.


What is an API service?

Web service and API are two of the most common yet overlapping tech terms that get confused regularly.

You also might have heard these words being used interchangeably. However, have you ever thought about whether these are the same things or there are any differences between both of these? 

Even though these two terms do have some overlap, APIs and Web Services are generally two distinct concepts. Do you need a quick and straightforward explanation regarding Web services and API to understand their differences more clearly?

Let’s have a look at the description given below in this regard.


Where to host your app for free?

There is a wide range of web hosting services available presently. Each one of them offers intense competition against one another. The pricing for hosting services varies from one company to another. But the question that comes: what is the need for mobile app hosting? How to do it effectively?

When launching a mobile app, you need to make sure it reaches out to a broader audience group. Unless proper marketing is done, it may become challenging to make a positive impact on the industry. That is the reason why backend hosting for your mobile apps becomes so critical.

Want to discover the best hosting services for a mobile app? Please keep reading below:


Where To Host A Mobile App Backend?

Is there any better place to host your mobile app backend? Well, this is a common question that often strikes mobile app developers forcefully. It is not only about satisfactory customer experience; a suitable backend hosting support for your mobile app assures a higher level of scalability, enhanced security, and better speed.

So, how to host the mobile app backend? What are the vital areas to focus on?

To host the backend of a mobile app, it is necessary to have sound knowledge in the following areas:

  • Server-side programming
  • Database management
  • Big data
  • Modern cryptography
  • Mobile telecommunication network

All these are a necessary part of the process—the toughest area when managing backend hosting all by you is the coding procedure. Apart from the skills, the procedure requires an extreme level of dedication and effort.

Also, it’s highly time-consuming since the process is too lengthy to consider. But if you want to manage the mobile app backend without going for many hiccups, the best option will be to rely on MBaaS providers.

MBaaS stands for Mobile Backend as a Service. Once you opt for this option, a lot of time and effort gets saved in hosting management. Yes, the MBaaS provider will be handling the hosting part.


open
Build, deploy and scale your app with Back4App Containers

open
Build, deploy and scale your app with Back4App Containers. Start today!