#whatisdatalake 搜尋結果

We love Open Table Formats, but metadata management on object storage can quickly become a bottleneck. Traditional implementations like Iceberg rely on a complex layering system containing manifest lists, manifest files, and data files. Every layer adds latency as the system…

Our Convr AI data lake standouts as an all-star! Using our data lake you can retrieve info from thousands of sources and millions of data sets. Watch and learn about it here in our data lake video. youtube.com/watch?v=wvjjjF… #ai #ml #data #datalake

How to Keep #Data Lakes Clean and Actionable;#Data lakes are a big opportunity to store large amounts of #data in an affordable way without having to decide upfront how it must be structured and u 7wdata.be/data-analysis/… #7wData #DataStrategy

Small files are the silent performance killer in data lakes. Delta’s OPTIMIZE turns chaos into clean, compact files and you feel the difference instantly. Fewer files → fewer tasks → better skipping → cheaper, faster reads. A tiny command that restores table health.…

The industry seems to rally around Iceberg, but I find Deltalakes simpler and more convenient. Easy to cache for reads, easy to clone a table, easy to do a ton of things. Compared to Icebergs. Even deltalake metadata handling makes sense. A json file for each version and a…

The Data Lake's "schema-on-read" flexibility makes it easy to bypass quality checks, quickly turning it into a "Data Swamp" without strong governance. Learn more: tinyurl.com/ab57a3p8 #DataQuality #DataLake #DataGovernance

Everyone says the Data Warehouse (DW) is obsolete, replaced by Data Lakes and Lakehouses. Reality check: The DW (Snowflake, BigQuery) is still the central source of truth for 90% of business reporting. It didn't die; it just evolved to separate compute from storage, getting…

Just explored @DataHaven_xyz – mind blown! DataHaven is the first fully decentralized data warehouse built for AI agents, analysts & apps. Own your data, query with SQL, earn with usage. The future of data is here datahaven.xyz

Discover how Databricks’ powerful Spark and Delta Lake architecture fuels unified analytics and AI innovation, while Snowflake’s cloud-native platform shines in seamless BI, scalability, and data sharing. 👉 Download the full white paper: na2.hubs.ly/H01-XGZ0

Just explored @DataHaven_xyz and I’m blown away! DataHaven is the first fully decentralized data collaboration network — secure, private, and truly user-owned data lakes. No more gatekeepers! Check it out: datahaven.xyz

3/4 With raw Parquet, engines must scan folders to understand partitions. With Delta, _delta_log already knows: which partitions exist which files belong where which versions are valid Faster, safer, fully transactional. #Databricks #DeltaLake #DataEngineering

From flat files to streaming data: #DataLake and #Lakehouse architectures allow orgs to ingest petabytes of diverse data quickly. The flexibility is a game-changer for data scientists and analysts. Learn more: tinyurl.com/ab57a3p8

I learned something special about DataHaven: it employs decentralized, tamper-proof data storage with an AI-first architecture, enabling communities and developers to create trustless applications. In order to empower builders and promote knowledge sharing, the DataHaven…

Boost performance on object store data access with Autonomous AI Database Data Lake Accelerator. Automatically scale resources to analyze large datasets faster—no complex data movement or manual intervention required. social.ora.cl/60187e2sp

Boost performance on object store data access with Autonomous AI Database Data Lake Accelerator. Automatically scale resources to analyze large datasets faster—no complex data movement or manual intervention required. social.ora.cl/60177e2sT

Databricks users - transform your SCD1/SCD2 pipelines with Delta Lake, AUTO CDC, and Snapshot CDC for faster, cleaner, and fully automated data flows. Read the full technical guide → zurl.co/Xi0Z1 #Databricks #DeltaLake #DataEngineering #CDC #SimbusTech #Simbuzz

I still can't believe how bad @DataLakeToken scammed so many people and that fraud CEO just left like he didn't do some illegal shit lol

Accelerate real-time insights from #OracleFusionCloud—no coding, no long projects. Orbit Analytics’ Data Pipeline delivers automated ingestion to #Databricks Delta Lake, real-time ERP data, and effortless config. Drive smarter analytics today: hubs.la/Q03V9KSW0

Check out my latest article: Advancing the Lakehouse: Delta Lake vs Apache Iceberg v3 — A Technical Deep Dive: linkedin.com/pulse/advancin… #DeltaLake #ApacheIceberg #IcebergV3 #Databricks #Lakehouse #UnityCatalog #DataEngineering #DataArchitecture

What is Data Lake? Benefits of Data Lake to the Business. Read in details: medium.com/@sigmadatasyst… #WhatisDataLake #BenefitsofDataLake #DataLake