2023-02-14T11:59:00Z

All-flash solutions with machine learning to adapt to changing workload requirements?

Hello community, 

Please share your input and help out fellow peers.

Thankyou.

Avigayil Henderson - PeerSpot reviewer
Content Development Manager at PeerSpot
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1 Answer
LW
Content Editor at PeerSpot
Consultant
2023-02-21T13:45:18Z
Feb 21, 2023

Machine learning capabilities are relatively common among the bigger all-flash providers but differ in what they offer. Here are a number to consider.


HPE Primera's all-flash platform incorporates HPE's InfoSight technology, which uses machine learning to predict and prevent potential issues. InfoSight also analyzes workload patterns and makes real-time recommendations to optimize performance and efficiency.


Another player is Dell EMC PowerStore which uses integrated machine learning to optimize performance, efficiency, and data placement. The platform uses intelligent data services to automatically tier data and optimize efficiency without requiring manual admin work.


IBM comes to the table with its FlashSystem 9100 and AI-based predictive storage analytics and storage resource management.


And you can also look at NetApp AFF A-Series which comes with what NetApp calls its AI-informed predictive analytics and corrective action.

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All-Flash Storage Arrays are important for companies because: -They offer significantly faster data access and retrieval times compared to traditional storage systems. -They provide high-performance storage capabilities, enabling companies to efficiently handle large workloads and process data-intensive applications. -They have lower latency than traditional storage arrays, ensuring quick response times and improved user experience. -They offer higher reliability and durability, reducing the risk of data loss or system failures. -They require less physical space and power consumption, resulting in cost savings and improved energy efficiency. -They support advanced data management features like deduplication, compression, and encryption, enhancing data security and reducing storage costs. -They enable seamless scalability, allowing companies to expand their storage capacity as their data needs grow easily. -They facilitate faster backups, replication, and disaster recovery processes, ensuring business continuity and minimizing downtime. -They improve overall IT infrastructure performance, enabling companies to meet demanding business requirements and gain a competitive edge.
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