Google Cloud Dataproc is a widely used fully managed Spark and Hadoop service to run big data analytics and compute workloads in the cloud. Services like Dataproc reduce hardware spend, eliminate the need to overbuy capacity, and provide business agility. Yet users still face challenges for performance sensitive workloads or workloads running on remote data.
Alluxio is an open source cloud data orchestration platform that increases performance of analytic workloads running on Dataproc by intelligently caching data and bringing back lost data locality. Alluxio also enables users to run compute workloads against on-prem storage like Hadoop HDFS without any app changes.
Chris Crosbie and Roderick Yao from the Google Dataproc team and Dipti Borkar of Alluxio demo how to set up Google Cloud Dataproc with Alluxio so jobs can seamlessly read from and write to Cloud Storage. They also show how to run Dataproc Spark against a remote HDFS cluster.
Google Cloud Dataproc is a widely used fully managed Spark and Hadoop service to run big data analytics and compute workloads in the cloud. Services like Dataproc reduce hardware spend, eliminate the need to overbuy capacity, and provide business agility. Yet users still face challenges for performance sensitive workloads or workloads running on remote data.
Alluxio is an open source cloud data orchestration platform that increases performance of analytic workloads running on Dataproc by intelligently caching data and bringing back lost data locality. Alluxio also enables users to run compute workloads against on-prem storage like Hadoop HDFS without any app changes.
Chris Crosbie and Roderick Yao from the Google Dataproc team and Dipti Borkar of Alluxio demo how to set up Google Cloud Dataproc with Alluxio so jobs can seamlessly read from and write to Cloud Storage. They also show how to run Dataproc Spark against a remote HDFS cluster.
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Videos
In this talk, Ojus Save walks you through a demo of how to build AI applications on Zoom. This demo shows you an AI agent that receives transcript data from RTMS and then decides if it has to create action items based on the transcripts that are received.
In this talk, Sandeep Joshi, , Senior Manager at NVIDIA, shares how to accelerate the data access between GPU and storage for AI. Sandeep will dive into two options: CPU- initiated GPUDirect Storage and GPU-initiated SCADA.
Bin Fan, VP of Technology at Alluxio, introduces how Alluxio, a software layer transparently sits between application and S3 (or other object stores), provides sub-ms time to first byte (TTFB) solution, with up to 45x lower latency.