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Shouwei Chen

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Data Caching for Enterprise-Grade Petabyte-Scale OLAPUSENIX ATC 20242024-07-10
Alluxio local cache embeds on-node SSDs and a page store to serve reads for Presto and HDFS, cutting network I/O and API calls. Deployed at Uber and Meta for…
Talk on
Adaptive Online Cache Capacity Optimization via Lightweight Working Set Size...USENIX ATC '232023-07-10
Cuki is a tiny, thread-safe cuckoo-style sketch that estimates working set size and item-repetition ratio online for variable-size objects, with provable error…
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Lightning Talk: How to Bring Data Locality to I/O-Intensive Workloads on KubernetesKubernetes Batch + HPC Day Europe 20232023-04-18
Alluxio introduces a virtualization layer between compute and storage to serve data without copying, claiming measurable I/O gains by bringing metadata…
Lightning on
On Data Locality in KubernetesContainerCon @ Open Source Summit Japan 20222022-12-05
Experiments convert Tesseract OCR into microservice pipelines on a 3-node Kubernetes cluster (3 workers, 8 cores, 32 GB RAM, 50 GB disk) and compare remote…
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On Data Locality in KubernetesKubernetes AI Day North America 20222022-10-25
Built a Tesseract-based benchmark on three 8‑CPU 32GB worker nodes to measure data locality effects, showing up to 10x local vs remote throughput for reads and…
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