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Hope Wang

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Exploring Distributed Caching for Faster GPU Training with NVMe, GDS, and RDMAOpen Source Summit Japan + AI_dev 20242024-10-28
Kubernetes-native distributed cache (Alluxio) uses NVMe, RDMA and GPU Direct Storage with UCX and a Netty data plane to feed GPUs. Single-worker FIO reaches…
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A Case Study in API Cost of Running Analytics in the Cloud at Scale with an...Open Source Summit Japan + AI_dev 20242024-10-28
Measurement shows 1–10 PB/day Presto workloads produce >10 billion small I/O requests (50% under 10 KB), yielding cloud GET costs that can exceed $1M/year…
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