- Catherine
- August 28, 2023
- 2:57 am
John Doe
Answered on 2:57 am
UFM Telemetry is the basic layer, which can provide network validation tools, monitor network performance and status, capture and transmit real-time network telemetry information, application load usage, and system configuration, for further analysis in local or cloud databases.
UFM Enterprise is the intermediate layer, which adds enhanced network monitoring and management functions on top of UFM Telemetry. It can perform automatic network discovery and configuration, traffic monitoring, and congestion detection, as well as integration with mainstream job schedulers and cloud and cluster managers (such as Slurm and Platform LSF).
UFM Cyber-AI is the highest layer, which adds preventive maintenance and network security functions on top of UFM Telemetry and UFM Enterprise. It uses deep learning algorithms to learn the data center’s “heartbeat”, operation modes, status, usage, and workload network characteristics. It can build an enhanced telemetry information database and discover correlations between events. It can detect performance degradation, usage, and configuration changes, and provide alerts for abnormal system and application behavior and potential system failures.
People Also Ask
Related Articles
800G SR8 and 400G SR4 Optical Transceiver Modules Compatibility and Interconnection Test Report
Version Change Log Writer V0 Sample Test Cassie Test Purpose Test Objects：800G OSFP SR8/400G OSFP SR4/400G Q112 SR4. By conducting corresponding tests, the test parameters meet the relevant industry standards,
Understanding Optical Transceiver Modules: A Comprehensive Guide to Technical Parameters
In the world of fiber optic communications, optical transceiver modules play a pivotal role as interfaces that convert electrical signals to optical signals and vice versa. If you’re dealing with data
Spine-Leaf vs. Traditional Three-Tier Architecture: Comprehensive Comparison and Analysis
Introduction Evolution of Data Center Networking Over the past few decades, data center networking has undergone a massive transformation from simple local area networks to complex distributed systems. In the
AMD: Pioneering the Future of AI Liquid Cooling Markets
In the rapidly evolving landscape of AI infrastructure, AMD is emerging as a game-changer, particularly in liquid cooling technologies. As data centers push the boundaries of performance and efficiency, AMD’s
The Evolution of Optical Modules: Powering the Future of Data Centers and Beyond
In an era dominated by artificial intelligence (AI), cloud computing, and big data, the demand for high-performance data transmission has never been greater. Data centers, the beating hearts of this
How is the Thermal Structure of OSFP Optical Modules Designed?
The power consumption of ultra-high-speed optical modules with 400G OSFP and higher rates has significantly increased, making thermal management a critical challenge. For OSFP package type optical modules, the protocol
AI Compute Clusters: Powering the Future
In recent years, the global rise of artificial intelligence (AI) has captured widespread attention across society. A common point of discussion surrounding AI is the concept of compute clusters—one of