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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 Hadoop was initially used but has since been replaced by Snowflake, Redshift and other databases.

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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?:

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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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Why Modernizing the First Mile of the Data Pipeline Can Accelerate all Analytics

Cloudera

The ability to manage how the data flows and transforms during the first mile of the data pipeline and control the data distribution can accelerate the performance of all analytic applications. By modernizing the data flow, the enterprise got better insights into the business.

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Unify your data: AI and Analytics in an Open Lakehouse

Cloudera

By leveraging the flexibility of a data lake and the structured querying capabilities of a data warehouse, an open data lakehouse accommodates raw and processed data of various types, formats, and velocities.

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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.