Alluxio maintainer and founding engineer Calvin Jia presents on Scalable Filesystem Metadata Services with RocksDB at the RocksDB meetup at Twitter.
Tags: alluxio engineering, meetup, metadata management, performance, scale, storage, unified namespace
Haoyuan Li’s keynote at O’Reilly Beijing discusses open source data orchestration and the value of leveraging Alluxio with rising trends driving the need for a new architecture. Four big trends driving this need: Separation of compute & storage, hybrid-multi cloud environments, rise of object store and self-service data across the enterprise.
Tags: big data, cloud, cloud object storage, cloud storage, compute storage separation, conference, data, data orchestration, hybrid cloud, multi cloud, on-prem object storage, storage
The data orchestration layer bridging the gap between data locality with improved performance and data accessibility for analytics workloads in Kubernetes, and enables portability across storage providers.
An overview of Alluxio and the cloud use case with Spark in Kubernetes. Learn how to set up Alluxio and Spark to run in Kubernetes.
Tags: analytics, apache spark, compute, compute storage separation, data, data orchestration, hybrid cloud, kubernetes, locality, multi cloud, office hour, spark, storage
Haoyuan Li presents at Beijing Meetup on open source data orchestration and the value of leveraging Alluxio with rising trends driving the need for a new architecture. Four big trends driving this need: Separation of compute & storage, hybrid-multi cloud environments, rise of object store and self-service data across the enterprise.
Tags: big data, cloud, cloud storage, compute storage separation, data, data orchestration, hybrid cloud, meetup, multi cloud, storage
This talk shares our design, implementation and optimization of Alluxio metadata service to address the scalability challenges, focusing on how to apply and combine techniques including tiered metadata storage (based on off-heap KV store RocksDB), fine-grained file system inode tree locking scheme, embedded state-replicate machine (based on RAFT), exploration and performance tuning in the correct RPC frameworks (thrift vs gRPC) and etc.
Tags: aws s3, data, machine learning, meetup, metadata management, performance, scale, tiered storage
Carlos Queiroz of DBS presents on how to decouple compute and storage for data workloads using Alluxio.
Tags: compute storage separation, hadoop, meetup
Wenbo Zhao (Two Sigma) and Bin Fan (Alluxio) will be presenting on how Two Sigma uses Alluxio to make data-intensive compute independent of the storage beneath.
Tags: apache spark, case study, compute storage separation, hybrid cloud, meetup, presto
This presentation focuses on how Alluxio enables the big data analytics stack to be cloud-native. Today’s cloud object storage systems provide more cost-effective and scalable storage solutions but also different semantics and performance implications compared to HDFS.
Tags: architecture, compute storage separation, meetup, presto, sql
Learn more about Alluxio, a virtual unified file system and data orchestration layer for big data and machine learning workloads in the cloud.