Got it

What is the relationship between big data and cloud computing?

Latest reply: Mar 19, 2022 11:15:51 1106 12 11 0 2

Hello, Do you know big data? Don’t worry, I will tell you what is the relationship between big data and cloud computing. You can understand the relationship between the two in this way. Cloud computing technology is a container. Big data is the water stored in this container. Big data depends on cloud computing technology for storage and calculation.


  1. Big data refers to a collection of data that cannot be captured, managed, and processed with conventional software tools within a certain time frame. It requires a new processing model in order to have stronger decision making, insight and process optimization capabilities Massive, high growth rate and diverse information assets.

  2. The relationship between big data and cloud computing is as inseparable as the front and back of a coin. Big data must not be processed by a single computer, and a distributed computing architecture must be used. Its characteristic lies in the mining of massive data, but it must rely on cloud computing's distributed processing, distributed database, cloud storage and virtualization technology.

saas

Extended information:

4V characteristics of big data: Volume, Velocity, Variety, Value.


The keyword of cloud computing is "integration". Whether you use the traditional virtual machine segmentation technology that is now very mature, or the massive node aggregation technology that Google used later, it is through the massive server resources Integration through the network, scheduling and distribution to users, thereby solving problems caused by insufficient storage computing resources for users.


Big data is a new topic brought about by the explosive growth of data, how to store the massive data generated in the current Internet era, how to effectively use and analyze these data, and so on.


Big data trends:


Trend 1: Data Resources


What is resource utilization means that big data has become an important strategic resource that enterprises and society pay attention to, and it has become a new focus that everyone is vying for. Therefore, enterprises must formulate a big data marketing strategy plan in advance to seize market opportunities.


Trend 2: Deep integration with cloud computing


Big data is inseparable from cloud processing. Cloud processing provides elastic and scalable basic equipment for big data and is one of the platforms for generating big data. Since 2013, big data technology has been closely integrated with cloud computing technology, and it is expected that the relationship between the two will be closer in the future. In addition, emerging forms of computing, such as the Internet of Things and mobile Internet, will also help the big data revolution and allow big data marketing to exert a greater influence.


Trend 3: breakthroughs in scientific theory


With the rapid development of big data, just like computers and the Internet, big data is likely to be a new round of technological revolution. Relevant technologies such as data mining, machine learning, and artificial intelligence that have emerged may change many algorithms and basic theories in the data world, achieving breakthroughs in science and technology.


  • x
  • convention:

umaryaqub
MVE Created Jan 6, 2020 05:41:32

Thanks for sharing :thumbsup:
View more
  • x
  • convention:

MPatel
Created Jan 6, 2020 06:47:14

thanks for sharing
View more
  • x
  • convention:

Tess
Created Mar 17, 2020 06:25:12

What is the relationship between big data and cloud computing?-3244596-1
View more
  • x
  • convention:

BAZ
MVE Author Created Apr 16, 2021 19:28:29

Data lake is now in Cloud too.
View more
  • x
  • convention:

little_fish
little_fish Created Apr 17, 2021 00:54:42 (0) (0)
Yes, the module is in Cloud.  
NTan33
Created Apr 17, 2021 09:09:12

All things considered, it is only natural for Big Data to have such a complementary relationship with Cloud Computing.
View more
  • x
  • convention:

little_fish
little_fish Created Apr 17, 2021 09:12:13 (0) (0)
yes  
Unicef
MVE Created Apr 17, 2021 14:17:50

Interesting on Deep integration with cloud computing
View more
  • x
  • convention:

olive.zhao
olive.zhao Created Apr 23, 2021 06:57:18 (0) (0)
 
NgTrang
Created Jan 31, 2022 02:42:05

Great share
View more
  • x
  • convention:

user_4358465
Created Feb 19, 2022 07:57:54

Good share on big data and cloud computing!
View more
  • x
  • convention:

huyvan
Created Mar 19, 2022 11:15:51

Thanks for sharing
View more
  • x
  • convention:

Comment

You need to log in to comment to the post Login | Register
Comment

Notice: To protect the legitimate rights and interests of you, the community, and third parties, do not release content that may bring legal risks to all parties, including but are not limited to the following:
  • Politically sensitive content
  • Content concerning pornography, gambling, and drug abuse
  • Content that may disclose or infringe upon others ' commercial secrets, intellectual properties, including trade marks, copyrights, and patents, and personal privacy
Do not share your account and password with others. All operations performed using your account will be regarded as your own actions and all consequences arising therefrom will be borne by you. For details, see " User Agreement."

My Followers

Login and enjoy all the member benefits

Login

Block
Are you sure to block this user?
Users on your blacklist cannot comment on your post,cannot mention you, cannot send you private messages.
Reminder
Please bind your phone number to obtain invitation bonus.
Information Protection Guide
Thanks for using Huawei Enterprise Support Community! We will help you learn how we collect, use, store and share your personal information and the rights you have in accordance with Privacy Policy and User Agreement.