Comparative Analysis of Distributed Architecture-Based Big Data Storage Solutions

This paper explores three distributed architecture-based big data storage Google Cloud Bigtable, Snowflake Storage, and Apache Cassandra. It focuses on analyzing the advantages and challenges of each solution across three sectors: Financial, Industrial Services, and Transportation, providing real-world applications. Through an indepth analysis of recent developments, the study compares these three solutions across the sectors. The results show that Bigtable is more suitable for the financial sector due to its high availability and scalability. Cassandra offers cost-efficiency in productivity for Industrial Services. For Transportation Services, Snowflake provides a data warehouse optimized for large-scale analytics, enabling real-time comprehensive analysis of transportation-related information to support informed decision-making.