We’re proud to announce two new analyst reviews recognizing Databricks within the knowledge engineering and knowledge streaming area:
- IDC MarketScape: Worldwide Analytic Stream Processing Software program, 2024 (Chief)
- Forrester Wave™: Cloud Knowledge Pipelines, This autumn 2023 (Chief)
You’ll be able to obtain the IDC report right here, and the Forrester report right here.
Knowledge engineering on the Databricks Knowledge Intelligence Platform permits knowledge practitioners to construct clever batch and streaming knowledge pipelines on a unified and ruled platform. With Databricks, Knowledge Engineers and their stakeholders can simply ingest, remodel, and orchestrate the correct knowledge, on the proper time, at any scale. Constructed-in knowledge intelligence accelerates pipeline growth by way of automated administration and optimization, semantic cataloging and discovery, and pure language entry – concurrently enabling real-time GenAI and analytics use instances that drive the enterprise ahead.
With knowledge engineering and knowledge streaming essentially intertwined, we’re proud to announce these reviews in a joint announcement, detailed under.
IDC MarketScape: Worldwide Analytic Stream Processing Software program, 2024
The velocity of enterprise has elevated, as organizations want to answer and make choices primarily based on what is going on now – not what occurred yesterday, final week, or final month.
Streaming knowledge options are current in all main geographies world wide, throughout all main industries, and their relevance is rising exponentially within the Age of AI. The truth is, per IDC, 12 of the highest 15 AI use instances throughout banking, manufacturing, retail, authorities, and utilities require real-time knowledge.
That is why it is necessary to pick out an information platform that may deal with core streaming workloads like streaming knowledge pipelines, real-time AI, real-time analytics, and real-time functions. Prime issues for these platforms embrace throughput and latency necessities, use of open supply, varieties of event-broker applied sciences supported, programming environments, and privateness/governance necessities.
The Databricks Knowledge Intelligence Platform is one of the best knowledge streaming platform for real-time (or right-time) use instances and past. Constructed on serverless structure and Spark Structured Streaming (the preferred open-source streaming engine on this planet), Databricks empowers customers with pipelining instruments like Delta Stay Tables to energy real-time outcomes.
IDC gave their perspective on the information streaming area with this newest analysis of probably the most vital suppliers within the area. Among the many platforms evaluated, Databricks acquired the very best rating for each present capabilities and future technique. Databricks scored notably nicely with excessive marks within the following classes:
- Unified expertise for streaming and batch workloads
- Developer expertise
- Complete governance with Unity Catalog
- Technical innovation
- Associate ecosystem
You’ll be able to obtain the total report without cost right here.
Forrester Wave™: Cloud Knowledge Pipelines, This autumn 2023
Organizations need easy, built-in, cost-effective, and extremely automated options to help trendy enterprise insights. Cloud knowledge pipelines (CDPs) assist enterprises construct analytics shortly, automate ingestion and knowledge processing workflows, leverage new knowledge sources, and help new enterprise necessities.
Enterprises want an information pipeline answer that delivers efficiency at scale; makes knowledge engineers, knowledge scientists, knowledge analysts, and builders extra productive; helps complicated use instances; and leverages new generative AI (genAI) capabilities to automate deployments.
That is why it is necessary to pick out a platform for engineering knowledge pipelines that may:
- Ship efficiency on the velocity of enterprise
- Democratize pipeline growth to help a number of personas
- Orchestrate knowledge pipelines
- Leverage GenAI to automate and speed up growth and deployment
For streaming and batch workloads alike, the Databricks Knowledge Intelligence Platform is one of the best place to construct knowledge pipelines for all of your AI and analytics initiatives. Platform capabilities equivalent to Delta Stay Tables and Databricks Workflows, Databricks’ native knowledge orchestration instrument, let knowledge engineers and different practitioners have full management to outline and handle production-ready knowledge pipelines. Solely Databricks allows reliable knowledge from dependable knowledge pipelines, optimized value/efficiency, and democratized pipeline growth on a unified, absolutely managed platform that understands your knowledge and your enterprise.
See why Databricks was named a Chief in The Forrester Wave™: Cloud Knowledge Pipelines, This autumn 2023, together with the highest doable scores for Imaginative and prescient, Roadmap, and Associate Ecosystem.
You’ll be able to learn this report without cost, together with Forrester’s tackle main distributors’ present providing(s), technique, and market presence, right here.
Study extra
As knowledge groups embrace generative AI and knowledge intelligence, they might want to embrace new fashions of collaboration as nicely. Immediately’s knowledge engineers have to be savvy concerning the knowledge science realm, and vice versa. Accordingly, we have put collectively a information on connecting knowledge engineering with knowledge science within the period of AI. You’ll be able to obtain it right here.
And eventually, we simply wrapped up Knowledge + AI Summit 2024! Periods from the Knowledge Engineering and Streaming observe can be found on-demand, together with a number of vital bulletins about the way forward for ingestion, transformation, streaming, and orchestration on Databricks. For a glance into the way forward for knowledge pipelines at Databricks, learn our Databricks LakeFlow announcement right here.