Real-time data processing is a crucial technology for businesses, enabling rapid data input and analysis that significantly impacts decision-making and customer relationships. It surpasses traditional batch processing by offering timely responses and flexibility, while facilitating the collection and management of dynamic data. Businesses are encouraged to adopt real-time data processing to enhance efficiency and maintain competitiveness in an increasingly data-driven market.

1. Important
Things 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. Data
Source
Data
Ingestion
Data
Storage
Data
Processing
Data
Visualization
• Batch Data
• Streaming Data • Distributed Store
• Index Based Data
• No SQL Based
Store
• Batch Processing
• Streaming
Processing • Visual Analysis
• Real-time
Dashboards
Real Time Data Processing
Batch Data Processing
Why is real-time data processing important?
– 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
Simple
Procedure
For Processing
Step 1 Step 2 Step 3 Step 4 Step 5 Step 6 Step 7
Time
Limit
Makes
processes
more flexible
System
dependency
Follow
the
timeline
Posting
during
the
process
More
Digital

5. SIMPLE PROCEDURE FOR
PROCESSING
– 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.
Simple
Procedure
Collect Data
Data Processing
Analyze &
Manage
Data
Store
& Share
Data
Data Use
All Format
Purifying &
Structuring

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
– 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.
Data
Management
System

9. FOLLOW THE TIMELINE
– 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.
Real-time Batch View
Real-time Horizon
Data
Enrichment
Start
Data
Enrichment
Expiry
DATA
STORAGE
DATA
SECURITY
DATA
INTERFACE
DATA
STORAGE
DATA
SECURITY
DATA
INTERFACE
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. 2025
2024
2023
2022
2021
2020
95%
80%
75%
60%
40%
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.
IMPACT OF REAL-TIME DATA PROCESSING IN THE MARKET

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. Branch office
Head office
Head Office (INDIA)
NEX SOFTSYS
Branch Office (New York)
"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
info@nexsoftsys.com
Mail:
Site:

15. THANK YOU