How AI Can Optimize Capacity Planning
Storage capacity planning is a challenging task. The large volume of data and increasing demand has made it highly problematic. Thus it is getting difficult to predict storage capacity and performance requirements. Storage managers need to consider server upgrades, new users, devices, locations, storage optimization, etc., to make proper storage planning. AI can help them gather and analyze all the data, identify patterns, and make an appropriate plan.
AI is helping to improve the traditional network monitoring system.
The traditional network monitoring system is a bit slower than AI. It also has an accuracy problem. AI eliminates this limitation and makes the process faster and highly accurate. It ties network performance to application performance. Then it finds the impact of different performance scenarios on the application. AI works with machine learning. ML continuously learns from past experiences. Thus adding it to the network controller improves the network performance.
AI helps to cope up with the network changes and growth by planning accurately. Even it can predict increased users’ demand both locally and in the cloud. Businesses can use this to predict traffic, patterns, and ways to solve it. AI can input large-scale network data, analyze it, and provide precise demand forecasting. Here it analyzes every node to detect errors in traffic and utilization. Thus it provides a highly accurate prediction of storage capacity and its demand.
AI completes the analyzing task in a short time. Early detection of errors improves network performance. It not only processes real-time traffic data but also allocates the plan to handle them. It helps to reduce the expenditures of operating network development. It also lowers the activities of IT professionals. During peak periods, AI improves the storage capacity’s overall performance by finding traffic locations in real-time. AI automates the storage capacity system and helps to make a proper plan. It reduces the time of optimization. Thus it increases the productivity of the business.