The key to unlocking AI and high performance computing success is data. But as organizations globally raise their AI and HPC ambitions, they are learning that implementing the right data strategy is easier said than done. These challenges can prevent a proof of concept from translating into a successful production grade deployment.Many of the most pressing data related issues come down to some fundamental challenges within the storage infrastructure. Put simply, AI scale workloads require AI scale storage. ...

Google Cloud Managed Luster Overview - Google Cloud Managed Luster is a fully managed service running on top of DDNX Scaler, launched 4 and a half months ago [1][7] - It addresses the need for high throughput and low latency storage in HPC environments to keep GPUs and CPUs efficiently fed with data [4][5] - The service is integrated with Google Cloud services like DCS and GKE, offering easy data import/export from/to Google Cloud Storage [7][8] Performance and Scalability - Google Cloud Managed Luster offers up to 1 TB (Terabyte) per second of throughput with sub-millisecond latency and millions of IOPS [9] - It scales from a starting size of 9 TB (Terabyte) up to 8 PB (Petabyte) [9] - Performance tiers range from 125 MB (Megabyte) per second per TB (Terabyte) to 1,000 MB (Megabyte) per second per TB (Terabyte), catering to different throughput needs [15] Customer Benefits and Use Cases - Customers have experienced significant performance improvements, with one customer, Resemble AI, achieving full GPU saturation and 6x faster performance compared to other storage solutions [10] - Sony Honda Mobility's department, Fila, saw a 3x performance improvement compared to their previous storage solution [17] - Key use cases include KV cache, multimodal training, and checkpointing, all requiring low latency and high throughput [11][13][14] Partnership with DDN - Google partnered with DDN (DataDirect Networks) due to their mature, reliable Exoscaler product with a rich feature set [6] - The partnership aims to provide a fully managed solution, relieving customers of storage management burdens [6]