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Handling Bursty Traffic in Real-Time Analytics Applications

Rockset

Lambda systems try to accommodate the needs of both big data-focused data scientists as well as streaming-focused developers by separating data ingestion into two layers. One layer processes batches of historic data. Hadoop was initially used but has since been replaced by Snowflake, Redshift and other databases.

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Real-Time Data Ingestion: Snowflake, Snowpipe and Rockset

Rockset

With Snowflake, organizations get the simplicity of data management with the power of scaled-out data and distributed processing. Although Snowflake is great at querying massive amounts of data, the database still needs to ingest this data. Data ingestion must be performant to handle large amounts of data.

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Rockset Ushers in the New Era of Search and AI with a 30% Lower Price

Rockset

Microbatching Rockset is known for its low-latency streaming data ingestion and indexing. On benchmarks, Rockset achieved up to 4x faster streaming data ingestion than Elasticsearch. While many users choose Rockset for its real-time capabilities, we do see use cases with less sensitive data latency requirements.

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A Cost-Effective Data Warehouse Solution in CDP Public Cloud – Part1

Cloudera

Today’s customers have a growing need for a faster end to end data ingestion to meet the expected speed of insights and overall business demand. This ‘need for speed’ drives a rethink on building a more modern data warehouse solution, one that balances speed with platform cost management, performance, and reliability.

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SQL and Complex Queries Are Needed for Real-Time Analytics

Rockset

The truth is that modern cloud native SQL databases support all of the key features necessary for real-time analytics , including: Mutable data for incredibly fast data ingestion and smooth handling of late-arriving events. Instant scaleup of data writes or queries to handle bursts of data.

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Why Real-Time Analytics Requires Both the Flexibility of NoSQL and Strict Schemas of SQL Systems

Rockset

It's not true and is just one of many outdated data myths that modern offerings such as Rockset are busting. I invite you to learn more about how Rockset’s architecture offers the best of traditional and modern — SQL and NoSQL — schemaless data ingestion with automatic schematization.

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Benchmarking Elasticsearch and Rockset: Rockset achieves up to 4X faster streaming data ingestion

Rockset

lower latency than Elasticsearch for streaming data ingestion. We’ll also delve under the hood of the two databases to better understand why their performance differs when it comes to search and analytics on high-velocity data streams. Why measure streaming data ingestion? How did we do it?: