Among the workers of the data center of Microsoft and Meta, there is a threat. These workers power billions of applications, websites, and services. The servicing of the electrical equipment in data centers is sometimes given by the employees of the data center. Chlorine is used to disinfect the liquid cooling systems in computers and servers. As per the report, chlorine gas has been leaked at Apple’s data center in Maiden, North Carolina. The mishappening took place in June 2015 that resulted in the hospitalization of numerous people.
The level of security provided by data centers is undetectable. Leading technological companies across the globe are seeking differentiated ways to decrease the likelihood of accidents via the complete utilization of artificial intelligence (AI). Microsoft is developing an artificial intelligence system that is eligible to find and report on any safety issues that arise in the design and operation of data centers. By the utilization of this type of technology, the data center’s performance may be predicted.
Till the end of the year, both programs are ready for use.
As per the Meta, they’re trying fresh approaches. Under “severe environmental conditions,” AI is able to forecast the performance of data centers. As a result of this research, the company has developed physical models of hostile environments, and the consecutive data is used from these models to improvise the power consumption of the server.
Through the data center of Meta, various sensors are installed in order to capture operational data from the racks, servers, and hallways. Different varieties and amounts of power, heat, and airflow in a data center are generated by each and every server or network device. Data that are inherited under the servers and AI algorithms help our infrastructure team arrange servers, racks, and workloads in the most efficient and possible way.
Apart from facilitating security, data centers also provide a variety of duties. Having frequent outages costs much. As per the research collected in the year 2020, one-third of data center owners and operators experienced a major outage in the preceding year in an IT consulting organization. There has been an increase from 10% in 2019 to 60% of customers mentioning their outage cost more than $1 million.
Of more than 20 data centers, $1.6 billion in data centers in Texas and Missouri are part of Meta’s global network. The number of data centers managed by Microsoft has grown to over 200, with 50-100 new data centers being built out each year.
Artificial intelligence (AI) may disclose previously unknown energy and cost-saving opportunities in the data center. As per Google, DeepMind’s AI has reduced the power consumption of the data center by 30% in the year 2018.
A peep is made neither by the Neither Amazon nor IBM. The utilization of energy optimization is a claim made both by Meta and Microsoft.
To monitor and reduce electricity and water consumption in data centers, Microsoft developed “anomaly detection algorithms” last year. Power meters in data centers are scanned using artificial intelligence (AI) as a purpose to prevent wasted power, network, and cooling capacity.
To reduce the amount of chilled air it jumps into data centers, Meta utilizes reinforcement learning. In artificial intelligence, mistakes are made under the known process of reinforcement learning. Subsequently, lessons have been learned. The company’s data centers rely upon outside air and evaporative cooling. Thus airflow management is critical.