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2023-12-24 15:02:00
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The development trend of cloud computing (future changes and innovations)

1. The definition and development of cloud computing

Cloud computing is an Internet-based computing model , by providing services such as computing resources, storage resources, and applications to users through the network, realizing resource sharing and efficient utilization. With the popularization of the Internet and the development of technology, cloud computing has been widely used and continues to promote technological progress.

2. Future changes and innovations in cloud computing

2.1 Development of elastic computing

Elastic computing is a major feature of cloud computing. It can be based on the user's needs. Dynamically allocate and release computing resources on demand. In the future, with the rapid development of the Internet of Things and artificial intelligence, the demand for computing resources will be even greater. Elastic computing will further develop to achieve more intelligent resource scheduling and management and provide more efficient and reliable computing services.

2.2 Application of container technology

Container technology is a lightweight virtualization technology that can package applications and their dependencies into an independent container to implement applications. rapid deployment and migration. In the future, container technology will be more widely used in cloud computing. Through container technology, users can deploy and manage applications more conveniently, improving the efficiency of development and operation and maintenance.

2.3 The rise of edge computing

Edge computing is a method that places computing and storage resources closer to users and devices to provide lower latency and higher bandwidth. Technology for computing services. In the future, with the popularity of IoT devices and the explosive growth of data volume, edge computing will usher in greater development. Through edge computing, users can obtain data and calculation results more quickly, improving application response speed and user experience.

3. Cloud computing operation steps

3.1 Select a cloud service provider

A cloud service provider is a company or organization that provides cloud computing services. Users can Choose the right cloud service provider based on your needs. When choosing a cloud service provider, you need to consider factors such as the stability, security, performance, and price of its services.

3.2 Deploy and configure the cloud environment

After selecting a cloud service provider, users need to deploy and configure the cloud environment according to their own needs. This includes creating virtual machines, setting up networking and storage, and more.

3.3 Migrating applications and data

Migrating applications and data is the process of migrating existing applications and data to a cloud environment. During the migration process, you need to pay attention to the security and integrity of the data to ensure the smooth progress of the migration process.

3.4 Managing and monitoring the cloud environment

Managing and monitoring the cloud environment is an important part of ensuring the normal operation of cloud computing services. Users need to monitor the cloud environment, discover and solve problems in a timely manner, and ensure the reliability and stability of cloud computing services.

4. Ending

As a new computing model, cloud computing is constantly developing and innovating. In the future, with the advancement of technology and the growth of demand, cloud computing will usher in greater changes and innovations. Elastic computing, container technology and edge computing will become important directions for the development of cloud computing. At the same time, users need to choose an appropriate cloud service provider when using cloud computing services, and carry out operational steps such as deployment, configuration, migration, management and monitoring of the cloud environment to ensure the stability and reliability of cloud computing services. The future of cloud computing is full of infinite possibilities and will bring more convenience and innovation to people's lives and work.

How will cloud computing develop in the future?

my country's cloud computing technology industry innovation continues to emerge, cloud development has become the mainstream of the software development industry

Currently, my country's cloud computing is in a stage of rapid development, and technology industry innovation continues to emerge. In terms of industry, favorable policies promote enterprises, and cloud migration has become a trend, but ensuring the effectiveness of cloud migration is key. In terms of corporate layout, mainstream domestic manufacturers have deployed in the intelligent cloud market and actively opened up their own intelligent technology capabilities. In terms of market trends, cloud development has obvious advantages and has gradually become the mainstream of the software development industry.

The growth of the domestic market mainly comes from the growth of Internet companies and traditional enterprises. From a customer perspective, Alibaba’s customers are mainly small and medium-sized Internet companies, while Tencent Cloud’s customers are mainly video and game companies, both of which are Internet companies. However, from 2018, 48% of the new public cloud growth came from traditional enterprises, which shows that the demand for cloud migration by traditional enterprises is becoming increasingly strong.

Income statistics and growth of China’s cloud computing industry from 2014 to 2018

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Data source: Compiled by Qianzhan Industry Research Institute

Cloud development has obvious advantages and has become the mainstream of the software industry

The traditional local software development model has high resource maintenance costs and development cycle It is long and has low delivery efficiency, which has seriously restricted the innovative development of enterprises. By using the cloud deployment and development platform to manage the entire software life cycle, it can quickly build development, testing, and operating environments, standardize the development process, reduce costs, and improve R&D efficiency and innovation levels. It has gradually become a new mainstream in the software industry.

Analysis of advantages of cloud software development

Information Source: Compiled by Qianzhan Industry Research Institute

For the above data sources and analysis, please refer to the "China Cloud Computing Industry Development Prospects and Investment Strategic Planning Analysis Report" released by Qianzhan Industry Research Institute. At the same time, Qianzhan Industry Research Institute also provides Industrial big data, industrial planning, industrial declaration, industrial park planning, industrial investment promotion and other solutions.

How will cloud computing develop in the future?

As for the future development of cloud computing, we believe that it can be considered from two aspects: software and hardware, so as to be open to thinking about the possibilities from more perspectives.
From a hardware perspective, in recent years, the country has proposed important computing power infrastructure strategies such as "digital computing in the east and computing in the west". One of its goals is to use cloud computing as an important basic resource for society and people's livelihood, and to support it with bottom-level consolidation. Development of upper-layer applications. Therefore, the conceivable future is that cloud computing server farms will be more densely distributed across the country, thus forming a general pattern of national load balancing and computing power adjustment. The support of super computing power will provide a strong guarantee for the development of local economies; On the other hand, the computing power architecture that focuses on the cloud takes into account business scenarios, bandwidth impact and other related factors. With the improvement of the computing power of localized equipment chips, edge computing has increasingly entered the industry's horizons and undertaken more processes locally. tasks, thereby sharing the computing power pressure, and ultimately achieving a more complete encapsulation of the scene.
From a software perspective, computing power support is like water, which can be used as a sea, a lake, a pool, or a stream. It needs different support according to different scenarios. For example, in the existing head-mounted entertainment industry, the dizziness that often occurs in wireless connections is due to the lag in the transmission of VR content images, resulting in a low rendering frame rate, which is misaligned with the instinctive system of the human brain. , and through the support of greater computing power to ensure clearer and higher frame rate picture rendering, it can be beneficial to promote the development of the overall VR entertainment industry through content improvement.
In the specific industrial practice process, a large number of existing digital systems only present target scenes with three-dimensional and highly realistic effects, and integrate so-called live data to a certain extent, but most of them only provide information such as live video streams. Simple feedback, and the true meaning of digitalization is to provide a liberalized platform that allows different data to be integrated and cross-analyzed, thereby extracting value to assist decision-making and rapid response. For example, in asset management systems, through the integration and integration of surrounding terrain data The integration of complete BIM data of the target building can first present the on-site pattern, and then extract data such as stress analysis of the BIM structure through on-site IOT data collection, so as to understand the potential impact of changes in the external environment on the target assets. , and the relevant data can also be compared with the accumulated historical data in the past, and artificial intelligence can be used to form a path for comparing historical theoretical estimates and actual situations, ultimately providing reference for decision-making and improving solutions.