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On-Demand Videos

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On Demand Video
Setting up monitoring system for Alluxio with Prometheus and Grafana in 10 minutes

Alluxio has an excellent metrics system and supports various kinds of metrics, e.g. an embedded JSON sink and the prometheus sink. Users and developers … Continued

On Demand Video
Improving Presto performance with Alluxio at TikTok

Nowadays it is not straightforward to integrate Alluxio with popular query engines like Presto on existing Hive data. Solutions proposed by the community like … Continued

On Demand Video
RaptorX: Building a 10X Faster Presto with hierarchical cache

RaptorX is an internal project name aiming to boost query latency significantly beyond what vanilla Presto is capable of. For this session, we introduce … Continued

On Demand Video
Accelerating analytics workloads with Alluxio data orchestration and Intel® Optane™ persistent memory

Today’s analytics workloads demand real-time access to expansive amounts of data. This session demonstrates how Alluxio’s data orchestration platform, running on Intel Optane persistent … Continued

On Demand Video
Alluxio for Machine Learning Workloads

Driven by strong interests from our open-source community, the core team of Alluxio started to re-design an efficient and transparent way for users to … Continued

On Demand Video
Advancing GPU Analytics with RAPIDS Accelerator for Spark and Alluxio

RAPIDS is a set of open source libraries enabling GPU aware scheduling and memory representation for analytics and AI. Spark 3.0 uses RAPIDS for … Continued

On Demand Video
Alluxio Data Orchestration for Machine Learning

Alluxio’s capabilities as a Data Orchestration framework have encouraged users to onboard more of their data-driven applications to an Alluxio powered data access layer. … Continued

On Demand Video
Alluxio-FUSE as a data access layer for Dask

At Aspect Analytics we intend to use Dask, a distributed computation library for Python, to deal with MSI data stored as large tensors. In … Continued

On Demand Video
Speed up large-scale ML/DL offline inference job with Alluxio

We adopt alluxio which acts as an intermediate storage tier between the compute tier and cloud storage to optimize IO throughput of deep learning … Continued

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