CommVault Systems. has been granted a patent for an advanced information management system that enhances deduplication performance. The system utilizes machine learning to evaluate and adjust deduplication operations dynamically, applying tailored storage policies based on application types and client device regions to minimize errors and improve efficiency. GlobalData’s report on CommVault Systems gives a 360-degree view of the company including its patenting strategy. Buy the report here.
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According to GlobalData’s company profile on CommVault Systems, Hybrid cloud mgmt was a key innovation area identified from patents. CommVault Systems's grant share as of July 2024 was 71%. Grant share is based on the ratio of number of grants to total number of patents.
Dynamic deduplication performance optimization in information management systems
The patent US12067242B2 describes a networked information management system designed to enhance deduplication operations through the application of a machine learning model. The system comprises computing devices that access deduplication performance data related to secondary copy operations of primary data stored on client devices. This data is evaluated alongside secondary copy operations metadata to assess deduplication performance. Based on the machine learning model's output, the system can determine if deduplication performance can be improved by adjusting the parameters of the information management policy governing these operations. If an improvement is identified, a new information management policy with different settings is assigned to the primary data.
Additionally, the system is capable of generating the new policy based on the machine learning model's findings and can transmit this policy to client or secondary storage devices. The metadata utilized may include various metrics such as the size of secondary copy data and job completion times. The system also incorporates mechanisms for training the machine learning model using historical data from previous secondary copy operations, which may include details about application sizes, encryption status, and performance metrics. Furthermore, the system can adapt policies based on the types of applications running on client devices and their geographical locations, ensuring that deduplication strategies are optimized for specific operational contexts.
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