SK Telecom (SKT) has launched its AI-based B2B resolution, ‘SKT Enterprise AI Cloud Supervisor,’ which optimises AI infrastructure assets and permits the built-in administration of AI growth environments. AI Cloud Supervisor is a business product developed from SKT’s experience in managing and working large-scale GPU assets.
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AI Cloud Supervisor
AI Cloud Supervisor is a GPU cluster-specialised resolution primarily based on an AI job scheduler, designed to reinforce GPU useful resource effectivity. By managing quite a few GPU assets as in the event that they have been a single pc, the answer maximises GPU efficiency and reduces AI growth studying time. SKT famous that when a number of jobs are requested in a cloud surroundings, the AI Job Scheduler effectively allocates restricted assets to make sure easy job execution.
Actual-time Monitoring and Useful resource Optimisation
As large-scale information studying requires GPU assets, optimising these assets is crucial for AI cloud options. For instance, GPU utilization and efficiency are monitored in real-time for every mission, and unused GPUs are detected and reassigned to different initiatives, SKT defined. Moreover, useful resource effectivity is improved by prioritising the allocation of cloud assets to high-priority initiatives.
Past optimising GPU utilization, AI Cloud Supervisor gives a complete MLOps (Machine Studying Operations) surroundings, supporting all phases of AI growth—from information preprocessing and mannequin coaching to deployment and inference.
Based on SKT, the platform helps large-scale parallel studying, enhancing pace by distributing information throughout a number of computer systems. Its web-based interface (Internet UI) permits a number of builders to collaborate on initiatives while not having particular software program installations.
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Kim Myung-guk, head of SKT Cloud CO, mentioned, “With the discharge of ‘AI Cloud Supervisor,’ firms getting ready to implement AI companies will have the ability to maximise GPU useful resource efficiency and effectively develop AI companies” and “Sooner or later, we’ll stably provide AI information facilities and GPU servers, and we can even present important options to handle them to steer the AI information heart resolution enterprise discipline.”
Giant-Scale GPU Cluster Collaboration
SK Telecom has lately collaborated with Hana Monetary to determine a large-scale GPU cluster utilizing AI Cloud Supervisor, enabling Hana Monetary Group to satisfy growing AI know-how calls for, the official launch mentioned.
