GitHub

adil-faiyaz98/accelerated-spark-gpu

A demonstration of GPU acceleration benefits in Apache Spark workloads using NVIDIA RAPIDS. This project provides measurable performance improvements through real-world machine learning and data ...
GitHub

Streaming Apache Iceberg examples using Apache Spark

AWS Managed Kafka and Apache Kafka, a distributed event streaming platform, has become the de facto standard for building real-time data pipelines. However, ingesting and storing large amounts of ...
InfoQ

Google BigQuery Adds SQL-Native Managed Inference for Hugging Face Models

Google has launched SQL-native managed inference for 180,000+ Hugging Face models in BigQuery. The preview release collapses the ML lifecycle into a unified SQL interface, eliminating the need for ...
IEEE

Big Data Performance in Private Clouds. Some Initial Findings on Apache Spark Clusters Deployed in OpenStack

Abstract: In recent years Apache Spark has become one the most important Big Data platform. In-memory processing performance and the ability to connect with any major data server/source/format have ...
IEEE

A Performance Comparison of Dask and Apache Spark for Data-Intensive Neuroimaging Pipelines

Abstract: In the past few years, neuroimaging has entered the Big Data era due to the joint increase in image resolution, data sharing, and study sizes. However, no particular Big Data engines have ...