What is memory disaggregation?Memory disaggregation is a system architecture that separates memory resources from compute units, allowing flexible allocation and sharing across a network.
Memory disaggregation is an approach in system architecture that decouples memory resources from individual compute units. This technique allows for more flexible and efficient resource utilization, improving performance and scalability. By distributing memory access across multiple servers or nodes, memory disaggregation addresses the limitations of traditional memory architectures, particularly for data-intensive AI workloads. Memory disaggregation can be combined with model parallelism and layer-wise disaggregation techniques to enhance efficiency in processing large AI models.
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