Research Paper Summaries
Google File Systems
Google File System (GFS) is a scalable distributed file system developed by Google to efficiently manage large volumes of data across many machines. It ensures reliability through data replication and is optimized for high throughput rather than low latency. GFS is designed to support massive data processing workloads typical in big data and search applications.
#google #gfs
Google Dremel
Google Dremel is a highly scalable, interactive ad-hoc query system for analyzing massive datasets using a columnar storage format. It enables fast execution of complex queries by distributing them across thousands of servers in a tree-based architecture. Dremel powers tools like BigQuery and is optimized for low-latency, high-performance data analysis at scale.
#google #dremel
Google BigQuery
Google BigQuery is a fully-managed, serverless data warehouse that enables fast SQL queries over large-scale datasets. It uses Google Dremel’s columnar architecture to deliver high-performance, low-latency analytics. BigQuery is designed for scalability, making it ideal for real-time business intelligence and big data workloads.
#google #BigQuery
