From IoT to fraud analytics, cybersecurity and more, modern applications need access to data and insights in real time. Yet legacy data platforms can't handle fast-moving data streams to drive analytics instantly on data as it lands — and an overwhelming number of databases further complicate your ability to get the data you need, when you need it.
Unlike traditional data warehouses or specialized analytical engines, real-time analytics workloads demand a set of key requirements that set them apart:
High throughput, parallel, exactly once streaming ingest of millions of events per second from diverse data sources including Apache Kafka, blob stores (S3, Azure blob storage, GCS) or HDFS.
SingleStoreDB's SQL query processor matches the performance of top data warehouses on popular analytical benchmarks, including TPC-H and TPC-DS.
Our Universal Storage format brings together the fast table scan performance of a columnstore and selective seek performance of rowstore index, together with cloud object storage.
SingleStoreDB unifies transactions and analytics in the same engine to deliver high-performance analytics on operational data in real time — without the need for data movement
Applications should stay online and be highly available — even when facing hardware failures or day-to-day management operations like database upgrades and schema changes.
Applications don't need to give up elasticity or unlimited storage to get low latency ingest and query capabilities.
This report highlights the performance testing results for SingleStoreDB, Amazon Redshift and Snowflake, as well as in-depth TCO testing and analysis.
Enabling analytics in real time doesn’t mean you have to start over. Leading organizations are augmenting their legacy or cloud data warehouses with SingleStoreDB to drive ultra-fast analytics and power intelligent, data-intensive applications.
High throughput parallel streaming ingestion together with super low-latency queries to drive faster time-to-insights
Offers the stability to run fast analytics and apps directly on SingleStoreDB while lowering costs
Accelerate your data warehouse to deliver better price performance and overall lower TCO of up to 50% with SingleStoreDB