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Current HPC-AI Challenges, Hurdles, and Issues

Publisher IDC
Published May 03, 2022
Length 6 Pages
SKU # IDC17155844

Description

Current HPC-AI Challenges, Hurdles, and Issues

This IDC Market Perspective discusses current HPC-AI challenges, hurdles, and issues."There are many HPC-AI challenges, hurdles, and issues encountered in the day-to-day management and operations of infrastructures both on premises and on the cloud. These challenges can be transformed into opportunities to enhance and improve monitoring of all hardware (compute, storage, networks); create a powerful, real-time analytics feedback mechanism; consolidate and standardize application base benchmarks; and design more flexible and highly integrable software," said Josephine Palencia, research director, High Performance Computing at IDC. "A better understanding of the complexity of HPC-AI setups can help decision makers manage their current infrastructure, plan transitions and migrations to the cloud, protect the company's sensitive data, and reduce risks and unnecessary outages."

Please Note: Extended description available upon request.

Table of Contents

6 Pages
Executive Snapshot
New Market Developments and Dynamics
Fragmented, or Lack of Unified, Comprehensive Monitoring/Analytics Quick Feedback Mechanism for All HPC-AI Hardware
Cluster Management Tools
HPC Schedulers
Storage Benchmarks
Standardizing HPC-AI Benchmarks and Version Control
Management of Hybrid Technologies
Security
HPC Compliance
Data Security
Backup
HPC-AI Cloud Trend
Advice for the Technology Supplier and Services Provider
Compute Vendors
Storage Vendors
Application Vendors
Learn More
Related Research
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