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How Machine Learning Will Transform the Data Center

ai and machine learning
04.02.20
Pratibha Jain

In this age of technology and era of transformation, Machine Learning and Artificial Intelligence are playing a big role in the revolution of Data Center management. Seeing vulnerable attacks of ransomware, every data center is taking precautionary measures to safeguard their precious information and client’s data. Here in this article, we will get to know how Machine Learning and Artificial Intelligence is going to help in the transformation of data centers.

What Is Machine Learning?

Machine Learning (ML) is a scientific study of statistical models and is used by computers to perform a specific task. It doesn’t require standard instructions as it relies on the patterns that are followed and the implications.

A mathematical model is designed with the use of machine learning algorithms that uses sample data to design predictions or decisions. This training data matches the sample of original task work to meet the requirements.

Machine learning is a subset of artificial intelligence. These algorithms are useful in a wide range of applications that are designed to eliminate human tasks and work on their own. Email filtering, computer vision, medical diagnosis, prediction, image processing, learning association, classification, regression, etc. are results of Machine Learning.

The computational statistics of Machine Learning focuses on creating forecasts based on the research and patterns on the computer. Data Mining is one of the subsets of Machine Learning to study and promote unsupervised work. This predictive analysis is used to solve multiple problems across multiple businesses.

Artificial Intelligence

machine learning and ai

Credit: Titan Power

Artificial Intelligence (AI) in a broader term, is a simulation of human interface in machines that are programmed to behave, act and think like humans. Now even machines can learn and behave like human beings and help in problem-solving. Artificial Intelligence is aiming high with goals like learning, reasoning, and perception.

The characteristics of Artificial Intelligence are to excel in the aptitude of rationalization to take appropriate actions according to the situation to meet specific tasks. Whenever someone talks about Artificial Intelligence, we think of Robots in our imagination. But its not just robots, many companies, and industries are being benefited from the wired machines that work on cross-disciplinary approaches on the basis of computer science, mathematics, psychology, linguistics, and more.

How Machine Learning Is Helping Data Centers?

Deep Machine Learning is used to examine huge datasets to identify and find out patterns and outline the human interface on the prediction based out of the data. Data centers are equipped with sensors to filter out and provide historical data. Many research centers apply (ML) and (AI) on their historical data to improve efficiency and productivity.

Developed Engineering

(ML) and (AI) technology is used in data centers by engineers and researchers to design and implement recommendation engines. Ever imagined when the Air Conditioner in our room meets the specified temperature, it automatically cuts off the cooling. This is (ML) that is working in the background as programmed by you through the remote. When the room temperature reaches five degrees above the targeted temperature, it automatically turns ON the cooling as the programmed data instructs it to do so.

machine learning in the data center

Credit: Data Center Knowledge

This was a small example however we can understand that such sensors are responsible to collect data and send it to data centers. (AI) and (ML) uses this data to analyze and identify the pattern and process instructions based on our programming.

The (AI) is also responsible for energy efficiency, power management, cost reduction, accuracy, eliminate human interface and meet all tasks by machine learning and artificial intelligence.

Data Security

Ransomware is the biggest cybersecurity threat that requires immediate attention. Every organization is working day and night to ensure military-grade security on their data centers. (ML) and (AI) are continuously a supporting pillar in constantly improving data security.

(AI) has a significant impact on the way data centers are keeping the hackers away from any such sort of attack. (AI) process large amount of data that a human can’t process with his eyes and brain and in no-time, (AI) can identify and eliminate any suspicious or possible threat.

Adding Competitive Advantages to Data Science

Every company needs reliability and advanced data science for swift functionalities and a confident business environment. This all is made possible with the evolution of (AI) and (ML) that revolutionary evolved high-tech updates and demonstrated advancement.

Nowadays, companies choose using data centers instead of local servers as data centers are more secured, reliable and loaded with high-tech advancements to process business needs without any lag.

A few of the (AI) based data centers keep their data on cloud-based servers. These servers are easy to access, secured and successful in business processing and automation. Data science has evolved to such a state, that it can meet expertise while keeping deadlines intact.

Reducing Need for Data Scientists

(AI) has become so advanced that now we assume, it is going to harm the employment of thousands of data scientists. These super-computers can use (AI) in such a way that these can furnish the tasks of hundreds of employees just by itself.

(AI) is going to reduce the need of data scientists as its advanced algorithms can process all the mathematical calculations without any break. These data centers can store, process, analyze and simulate data of various clients without any human interface. There is nobody required to maintain cloud-based data centers as they work on auto-pilot mode. The hassle-free transformation of data centers and data science is the quest of this era.

Main Photo Credit: CIO.com

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