Bin Fan
where else to find them
no profile links on file
what they talk about
all 7 in the filters
where they keep going back
no series more than once — all 9 in the filters
on a stage with
all 33 in the filters
who talks about the same things
- Hope Wang2 talks
- Jasmine Wang10 talks
- Lu Qiu13 talks
- Shouwei Chen6 talks
- Yaron Haviv7 talks
- Jian He5 talks
| title | conference | date |
|---|---|---|
| Exploring Distributed Caching for Faster GPU Training with NVMe, GDS, and RDMA | Open Source Summit Japan + AI_dev 2024 | 2024-10-28 |
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… | ||
| A Case Study in API Cost of Running Analytics in the Cloud at Scale with an... | Open Source Summit Japan + AI_dev 2024 | 2024-10-28 |
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… | ||
| Streamlining Data Access for with | Ray Summit 2024 | 2024-09-30 |
Alluxio integrates with Ray as a distributed caching layer sitting between GPUs and object stores (S3/GCS/Azure), claiming petabyte scale and billions of files… | ||
| Data Caching for Enterprise-Grade Petabyte-Scale OLAP | USENIX ATC 2024 | 2024-07-10 |
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… | ||
| Adaptive Online Cache Capacity Optimization via Lightweight Working Set Size... | USENIX ATC '23 | 2023-07-10 |
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… | ||
| How to Foster Cross-Community Collaboration – Lessons Learned | Open Source Leadership Summit @ Open Source Summit North America 2023 | 2023-05-10 |
Collaboration integrates Alluxio with Presto to deliver an SSD caching feature driven by a prototype (Raptor) that targets a 10x speedup; work starts end of… | ||
| Building Super-Contributors in Alluxio Open Source Community | Community Leadership Conference @ Open Source Summit North America 2022 | 2022-06-21 |
Alluxio reports 1,200 GitHub contributors and about 9,000 Slack members after creating a 2019 ecosystem team that promotes contributors into committers and PMC… | ||
| Alluxio Data Orchestration for Machine Learning | ApacheCon@Home 2021 | 2021-09-21 |
Alluxio adds a POSIX layer with a JNI-based FUSE implementation, a distributed caching layer and a distributedLoad job to prefetch datasets; engineers optimize… | ||
| Optimizing Latency-Sensitive Queries for Presto at Facebook | Scale By the Bay 2020 | 2020-11-12 |
Facebook embeds Alluxio local on-SSD cache into Presto workers and measures results on a 600-node shadow cluster with 460 GB cache per node and 17,000 real… | ||
| MemC3: Compact and Concurrent MemCache with Dumber Caching and Smarter Hashing | NSDI 2013 | 2013-04-02 |
MemC3 replaces memcached’s chaining table and linked‑list LRU with optimistic cuckoo hashing (4‑way buckets, per‑key version counters, serialized inserts) and… | ||
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