Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics and truck accident claims
    How Data Analytics Reduces Truck Accidents and Speeds Up Claims
    7 Min Read
    predictive analytics for interior designers
    Interior Designers Boost Profits with Predictive Analytics
    8 Min Read
    image fx (67)
    Improving LinkedIn Ad Strategies with Data Analytics
    9 Min Read
    big data and remote work
    Data Helps Speech-Language Pathologists Deliver Better Results
    6 Min Read
    data driven insights
    How Data-Driven Insights Are Addressing Gaps in Patient Communication and Equity
    8 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: 5 Current Trends in Big Data for 2022 and Beyond
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Analytics > 5 Current Trends in Big Data for 2022 and Beyond
AnalyticsBig DataExclusive

5 Current Trends in Big Data for 2022 and Beyond

Five current trends that will shape the big data landscape of 2022 and beyond are streaming analytics, AI-driven big data, edge computing, natural language processing and cloud storage.

Kayla Matthews
Kayla Matthews
5 Min Read
top big data trends in 2022
Shutterstock Licensed Photo - 1888981219 | Ivan Hnidko
SHARE

The world of big data is constantly changing and evolving, and 2021 is no different. As we look ahead to 2022, there are four key trends that organizations should be aware of when it comes to big data: cloud computing, artificial intelligence, automated streaming analytics, and edge computing. Each of these trends will continue to shape the way companies use data in the coming years.

Contents
1. The Rise of Streaming Analytics2. The Emergence of AI-Driven Big Data3. The Growth of Edge Computing4. The Growth of Natural Language Processing5. Strong Reliance On Cloud StorageEndnote

With the growth of technology, the amount of data collected each day has increased exponentially, with no signs of slowing down anytime soon. We should expect to analyze big data in the future as businesses are looking more closely to use it to remain competitive. This post outlines five current trends in big data for 2022 and beyond.

1. The Rise of Streaming Analytics

Streaming analytics is a new trend in data analysis that has been gaining popularity in the past few years. It is based on the idea that real-time data can be analyzed as it comes in rather than waiting until all the data has been collected. The rise of streaming analytics can be attributed to three significant factors. First, more organizations are moving their operations online, and a significant amount of business is conducted online. This means that more companies have access to data in real time than ever before. Second, the amount of data being produced has increased exponentially over the past decade.

  1. An increase in computing power
  2. Advancements in data storage techniques
  3. Changes in technology used by consumers

2. The Emergence of AI-Driven Big Data

AI-driven data is the next generation of big data. The following factors will influence the emergence of AI-driven big data:

More Read

benefits of data lakes
The Business And Technological Benefits Of Data Lakes
Business Intelligence Usage Evolving Subtly
Public CIOs Can Help Attract Tech Incubators
Three Critical Junctures
Pageviews are Dead, Engagement is King
  • The volume of data
  • The speed at which AI tools can process data
  • Accuracy with which they can interpret it
  • Degree of automation they can provide

This change from human intelligence to machine intelligence will not happen overnight. It is a gradual process that has already started in many businesses, including finance, healthcare, insurance, and telecommunications. Businesses can use AI tools to: Automate and scale up business processes, so they can be done more quickly and efficiently. Provide improved customer service by answering questions, helping with problems, and solving them before they arise.

3. The Growth of Edge Computing

Edge computing is processing data at the edge of a network, or on the device itself rather than in a centralized location. The growth in edge computing is mainly due to the increasing popularity of Internet of Things (IoT) devices.

Managing all that data from one centralized area is challenging with so many connected devices. That’s why many small businesses are starting to build or use third-party networks that can handle edge computing. For instance, small business dashboard software allows users to run applications locally instead of sending them back to the cloud.

4. The Growth of Natural Language Processing

Natural language processing is one of the most popular trends in big data. This technology is part of artificial intelligence that operates to develop communication between humans and computers. Natural language processing uses various algorithms to read, decode, and comprehend human speech.

The two most common types of algorithms are deep learning and machine translation. Natural Language Processing (NLP) algorithm techniques require grammar rules to recognize and obtain data from every sentence.

5. Strong Reliance On Cloud Storage

Cloud storage is a viable solution for your data, but it has a few drawbacks. It’s not always the best choice for large or extremely sensitive data. Additionally, if you’re using many cloud storage services, it can be hard to track them all. However, cloud storage is still one of the most popular trends in big data. These days, people are more concerned about who accesses their information than where their information is stored.

Endnote

With the trends in big data changing daily, businesses need to adjust to new technologies to catch up and stay ahead of their competitors. The list of trends we have shared above can assist businesses and individuals in staying on top of the trends.

TAGGED:artificial intelligencebig databig data analyticsbig data trendsedge computing
Share This Article
Facebook Pinterest LinkedIn
Share
ByKayla Matthews
Follow:
Kayla Matthews has been writing about smart tech, big data and AI for five years. Her work has appeared on VICE, VentureBeat, The Week and Houzz. To read more posts from Kayla, please support her tech blog, Productivity Bytes.

Follow us on Facebook

Latest News

AI Document Verification for Legal Firms: Importance & Top Tools
AI Document Verification for Legal Firms: Importance & Top Tools
Artificial Intelligence Exclusive
AI supply chain
AI Tools Are Strengthening Global Supply Chains
Artificial Intelligence Exclusive
data analytics and truck accident claims
How Data Analytics Reduces Truck Accidents and Speeds Up Claims
Analytics Big Data Exclusive
predictive analytics for interior designers
Interior Designers Boost Profits with Predictive Analytics
Analytics Exclusive Predictive Analytics

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

Data Driven Marketing: A Real Life Use Case

9 Min Read
Multi-device marketing
Big DataExclusiveMarketing

Big Data is the Key to the Future of Multi-Device Marketing

6 Min Read
big data marketing
Big Data

Marketing Experts From Neil Patel To Guy Kawasaki Emphasize The Importance Of Big Data

10 Min Read
Role Of Big Data In Creating An Ad Network
Big DataExclusiveMarketing

Understanding The Role Of Big Data In Creating An Ad Network

6 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

ai is improving the safety of cars
From Bolts to Bots: How AI Is Fortifying the Automotive Industry
Artificial Intelligence
AI and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?