The real-time processing process is attracting the attention of businesses

1. ImportantThings To Keep in Mind For Real-Time Data Processing Get Started

2. INTRODUCTION • However, you all will know that your data has become the most important for any business, and real-time data processing technology is considered one of the fastest processing techniques. • This requires any business to obtain real-time data to proceed, using which any business can get their product and customer-related information and record their data in real-time. • Today, real-time data is being used the most in many places like bank transactions and mobile applications, besides many data scientists are moving forward capturing real-time streaming data.

3. Why is real-time data processing important? Data Source Batch Data Processing Data Storage Data Visualization • Batch Processing • Streaming • Processing • Batch Data • Streaming Data • Distributed Store • Index Based Data • No SQL Based • Store • Visual Analysis • Real-time • Dashboards Data Ingestion Data Processing Real Time Data Processing • If you do not know, then we say that real-time data processing is necessary because you can quickly input the changing data in it, which can change the output rapidly and see the change, which is why this process starts with input with which all the data requests given have to be dealt with quickly.

4. Important Things of Real-Time Data Processing That Makes It Better Than Other Processing Step 6 Step 7 Step 4 Step 5 Step 1 Step 2 Step 3 • Simple • Procedure • For Processing • Time • Limit • Makes • processes • more flexible • System • dependency • Posting during • the • process • Follow • the • timeline • More • Digital

5. SIMPLE PROCEDURE FOR PROCESSING Collect Data • Everyone wants to collect more and more data in their area, but before that, you have to understand the process to know which processing system is good. • In real-time data processing, you can collect data in real-time with the entry into the system, compared to which batch data processing depends on your capacity. • It is a simple process for real-time processing that handles every transaction of yours and records the data as soon as it gets inside the system for which, employees must be in sync at all times. Data Processing Purifying & Structuring Simple Procedure Analyze & Manage Data Data Use All Format Store & Share Data

6. TIME LIMIT • Today can't meet the real-time limit for processing in a real time but you can do it because you may be due to complete failure or inability to work within the peak time of the system. • If you compare real-time data processing to others, batch processing is unable to meet the time limit and requires cipher processing capability after assigning any task that is considered a bit complex.

7. MAKE PROCESSES MORE FLEXIBLE • Today this system starts with some high-level and predictable results, real-time data processing in which one kind of input is received in response, and it offers you a real-time system during this process but it has a limited output in number. • For example, there is no fixed output number in other batch processors than these processors, and it can be adjusted to perform different tasks.

8. SYSTEM DEPENDENCY Data Management System • The question on everyone's mind is how a real-time processor works, but we want to clarify here that it is a work-independent processor. • It has a very effective real-time data processing system that is capable of working in such a situation as the data is inputted into it and it is not an operating system. • If you look at the example, a digital thermometer is a real-time data processor of sorts and is not independent of other processors compare to that which is part of many large computer systems.

9. FOLLOW THE TIMELINE DATA STORAGE DATA STORAGE • The data that is input into the real-time processor and the process between the computers is known to follow the time which is considered important to give a response to your data system. • When it comes to following time, real-time data processing systems are known for forecasting because they can provide your output easily at the right time. • Although you may be aware that the real-time system works within a time limit that cannot be electrically fast, it does allow time to follow to get your products. DATA SECURITY DATA SECURITY DATA INTERFACE DATA INTERFACE • Real-time Batch View Real-time Horizon Data Enrichment Start Data Enrichment Expiry DATA STORAGE DATA SECURITY DATA INTERFACE

10. POSTING DURING THE PROCESS • In front of real-time data processing, when talking about other processing systems like batches are auto then, it saves the processes from the computer, and some important responses are preferred. • As an example, the "computer antivirus" with which we scan our data is not a fixed time, according to which there is no such problem in real-time processing, and you start the process as soon as you get the input with multitasking.

11. MORE DIGITAL • If you want to use a real-time processor, it can do other digital things like computers, plus it will give you output and provide faster speeds. • Compared to real-time data, other processes like batch processing are not limited to computers only, but many business companies can do this to send their bills every month and help this company to save resources. • In today's time, real-time data processing can refer to other digital things like computers. • Contact real-time data analytics consulting services company.

12. IMPACT OF REAL-TIME DATA PROCESSING IN THE MARKET 2025 95% 2024 80% 2023 75% 2022 60% 2021 40% 2020 20% • Today, one thing you should keep in mind is that you should be more focused on processing any type of market data in real-time as it is most beneficial for you. • Contact real-time data analytics consulting services company. • If you are using valuable market data for your business, your data needs to be updated in real-time as it has the most impact. • As time goes by, almost everyone is using real-time data processing to communicate with retailers on their e-commerce platform, which is helping customers grow support and other things like trust.

13. Our main objective to explain all this was that some time ago, we had to wait for all the pieces before inputting the data, but with the start of real-time data processing, you can enter the data in it immediately. • Real-time data processing is fully specialized in various processes such as content processing, flexibility, and dependability which is effective for security. • If you work in it, there are many resources in it so that you can work with any open source or tool that will make your real-time data processing faster. • Real-time data processing is considered to be the best way to process the data of any region, which is why choosing this process will be seen as the most effective decision for you.

14. NEX SOFTSYS Branch office Head office Head Office (INDIA) Branch Office (New York) Mail: info@nexsoftsys.com "Royal Square“ 1st Floor, Off No. 110, Nr. Shilp Tower, Tagore Road, Rajkot - 360 001, Gujarat - India 477 Madison Avenue, 6th floor, NEW YORK – 10022, United States of America www.nexsoftsys.com Site:

15. THANK YOU