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物联网大数据云计算三者关系(怎么理解物联网大数据云计算)

The differences and connections between big data cloud computing and the Internet of Things

The differences and connections between big data cloud computing and the Internet of Things are as follows:

< p>The Internet of Things generates big data, and big data helps the Internet of Things. At present, the Internet of Things is supporting changes in social activities and people's lifestyles. It is called the third wave of information development that has impacted modern society after computers and the Internet.

In the process of connecting objects and the Internet for information exchange and communication to achieve intelligent identification, positioning, tracking, monitoring and management, the large amount of data generated by the Internet of Things is also affecting power, The re-formation of business models in medical, transportation, security, logistics, environmental protection and other fields.

The Internet of Things handshake big data is gradually showing huge commercial value. Big data is a high-speed sports car, and cloud computing is the highway. In the era of big data, user experience and demands have far exceeded the development of scientific research, but these needs of users are still being continuously realized.

In the era of cloud computing and big data, the statistical analysis capabilities in those science fiction films have begun to take shape, and the biggest contributors to this are not engineers and scientists, but the Internet Users, their contributions have far exceeded the accumulation of technology in ten years. In an ideal world, IoT sensors and Internet users interact with cloud computing through network lines and computer terminals, provide data to cloud computing, and receive services provided by cloud computing.

What is the relationship between cloud computing, big data, and the Internet of Things?

Cloud computing, big data, Internet of Things.

The goal of cloud computing is to effectively manage resources. The management mainly focuses on three aspects: computing resources, network resources, and storage resources. The above three resources are virtualized through information technology to form a resource pool. For flexible management of application software (i.e., cloud software deployment), general application software (such as databases, operating environments) can be encapsulated and automatically deployed when standardization is needed.

Big data, also known as massive data or huge data, refers to massive, high growth rate and diversified data that require new processing models to have stronger decision-making power, insight and process optimization capabilities. information assets.

Internet of Things (IoT) refers to the use of information sensing equipment to connect any item to the Internet according to an agreed protocol for information exchange and communication to achieve intelligent identification, positioning, tracking, and monitoring. and managed networks. The Internet of Things mainly solves the interconnection between objects and objects, people and objects, and people and people.

Related expansion

The concept of cloud computing:

"Cloud" is essentially a network, in a narrow sense In other words, cloud computing is a network that provides resources. Users can access resources on the "cloud" at any time and use them according to demand, and it can be regarded as infinitely expandable. As long as they pay according to usage, the "cloud" can be Just like a water plant, we can receive water at any time, and there is no limit. We can pay the water plant according to the water consumption in our home.

In a broad sense, cloud computing is a service related to information technology, software, and the Internet. This computing resource sharing pool is called a "cloud". Cloud computing brings together many computing resources and uses them to The software realizes automated management and requires only a few people to participate, so that resources can be provided quickly. In other words, computing power, as a commodity, can be circulated on the Internet, just like water, electricity, and gas. It can be easily accessed and the price is relatively low.

In short, cloud computing is not a new network technology, but a new network application concept. The core concept of cloud computing is to provide fast and secure cloud computing on the website with the Internet as the center. Services and data storage allow everyone who uses the Internet to use the huge computing resources and data centers on the network.

The above content refers to Baidu Encyclopedia-Cloud Computing

The relationship between big data, Internet of Things, and cloud computing

Big data, Internet of Things, and cloud computing are three important components of the current information and intelligent technology fields. They jointly build It has formed a complete digital ecosystem, which plays a vital role in the development of enterprises and society. The relationship between them is close and complementary, and together they provide strong support for the mining and application of data value.


First of all, big data is the foundation of the Internet of Things and cloud computing. Big data refers to a collection of data whose content cannot be captured, managed, and processed using conventional software tools within a certain period of time. It originates from the massive data in the Internet of Things, which comes from various smart terminals, sensors and people's daily activities. The content is rich and complex. Big data provides us with abundant data resources and provides a platform for data storage and processing for cloud computing.


Secondly, cloud computing is the technical support for big data and the Internet of Things. Cloud computing provides powerful computing and data processing capabilities, making it possible to capture, store, process and analyze big data. Through cloud computing, we can realize real-time processing and value mining of big data, providing support for various applications of the Internet of Things. At the same time, cloud computing can also achieve safe storage and rapid sharing of data, making data use more convenient.


Finally, the Internet of Things is an application platform for big data and cloud computing. The Internet of Things connects the physical world with the digital world through various smart terminals and sensors, enabling real-time perception and monitoring of the physical world. This provides a large number of data sources for big data capture, and also provides rich application scenarios for cloud computing. Through cloud computing, we can manage and optimize various applications of the Internet of Things, improving application efficiency and service quality.


To sum up, big data, Internet of Things and cloud computing are inseparable. The three together constitute the core technology system in the digital era, providing a powerful driving force for social progress and development.