With the advancement of technology and the advent of the digital age, the amount of data that needs to be processed and distributed is rapidly expanding. At the same time, data is becoming more and more complex, and some modern software systems contain millions of lines of code. Maintenance of this data requires the use of large data centers and software developer teams. This means that you need to consume a lot of energy and take up financial resources.

Data experts develop AI code self-assembly software to help reduce energy consumption and prevent global warming

To solve this industry-wide problem, Lancaster University's data science experts have developed artificial intelligence computer software that can quickly complete self-assembly without the need for manual input, resulting in the most efficient form. This also helps to improve the energy efficiency of computer systems.

This system is called REx and is based on machine learning algorithms. Upon receiving a task, the system queries a large library of software modules (such as memory caching, search and classification algorithms), selects them, and assembles them into the most desirable form the system considers. Researchers refer to this algorithm as a "miniature variant."

Data experts develop AI code self-assembly software to help reduce energy consumption and prevent global warming

Barry Porter, a lecturer at the School of Computing and Communications at Lancaster University, said: "The real-time system has learned everything. Using these miniature variants to automate the assembly system, we see that REx has developed software that can do its job. design."

Porter said the technology can be used at multiple levels. This can reduce or even eliminate the need for manual intervention, and REx can automate the required tasks. This will also have a significant impact on the energy efficiency of the data processing center. Currently, the optimization of energy consumption is equivalent to about 3% of global energy consumption.

Porter said: "As we connect devices more frequently, entering the Internet of Things era, the amount of data that needs to be processed and distributed is growing rapidly. Millions of servers in the data center also need to consume a lot of energy. REx-like automation The system can find the best performance in a variety of scenarios, providing new ways to dramatically reduce energy requirements."

In fact, artificial intelligence systems like REx are revolutionizing the way we interact with the digital world. Some systems help doctors to access large research databases more easily, while others help us stay safe online. In the technological age, technology itself has proven to be the best ally when we solve problems.

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