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Latest updates for Bigquery

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cloud.google.com /2 weeks ago

Synthesize the big picture and analyze trends with BigQuery's AI.AGG function

We recently announced the preview of the BigQuery AI.AGG() function. With AI.AGG(), you can use natural-language instructions within a single line of SQL to summarize or synthesize...

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cloud.google.com /1 month ago

From petabytes to predictions: Easy BigQuery insights in Google Sheets

Many organizations’ single source of truth is data that resides in BigQuery, Google’s governed, secure and petabyte-scale data platform. However, the "last mile" of ad-hoc analysis...

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cloud.google.com /3 weeks ago

Boost BigQuery with Python: Managed Python UDFs now generally available

SQL is the industry standard for high-performance structured data analysis. However, expressing complex procedural logic, scientific computations, advanced string manipulations, or...

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cloud.google.com /13 hours ago

How to Analyze and Govern Gemini Enterprise App Usage at Scale with BigQuery

Deploying the Gemini Enterprise app across an organization marks a transformative leap forward in workforce productivity, providing employees with an amazing, high-performance suit...

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javacodegeeks.com /3 weeks ago

Data Processing in GCP With Apache Airflow and BigQuery

Modern data engineering rarely lives on a single machine. As datasets grow from gigabytes into terabytes — and sometimes into petabytes — teams need orchestration tools that can sc...

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cloud.google.com /2 weeks ago

Conversational analytics in BigQuery brings trusted agentic reasoning to everyone

Businesses run on fast decisions, but the teams who hold the answers are often buried under a backlog of routine requests, leaving users waiting in line for insights they need now....

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databricks.com /2 weeks ago

Granular Usage Attribution for dbt Pipelines with Query Tags

Your dbt project runs 80 models every night. The warehouse bill doubled last quarter....

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cloud.google.com /2 weeks ago

Scaling Network Analysis for Fraud Prevention with BigQuery Graph

Based in the UK, Curve are building a financial super-app, a smart wallet that consolidates all your debit and credit cards into a single app and card, simplifying how millions of...

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cloud.google.com /1 month ago

Modeling a digital twin of a food supply chain using BigQuery Graph

The example of a growing restaurant Imagine you are running a restaurant chain. You just can't physically feel and touch things to know how your business operates. You need tools a...

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cloud.google.com /1 month ago

Deep dive: How Lightning Engine delivers 4.9x faster Apache Spark performance

From foundational ETL and analytics to the frontier of generative AI, Apache Spark serves as the architectural backbone for global data processing. However, as data volumes scale,...

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cloud.google.com /1 month ago

Storage Insights datasets: Enabling org-wide operational discovery with activity insights

As enterprise storage footprints scale to billions of objects, AI applications and agentic workloads are fundamentally shifting the role of storage from a passive repository to the...

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cloud.google.com /1 month ago

Accelerating data lakes: Optimizing Apache Iceberg and Spark with gcs-analytics-core

Many data engineers spend significant time managing compatibility and getting best performance across multiple analytics engines. To help solve this pain point, we are excited to a...

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databricks.com /1 month ago

Query Tags: The Context Your Warehouse Queries Have Been Missing

Databricks SQL logs key attributes of every query automatically: who ran it, on which...

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cloud.google.com /1 month ago

Evolving Dataflow to process massive datasets for machine learning

Google created MapReduce more than 20 years ago to solve the scaling problems in data processing that the then young company was running into. The AI era that we are in now demands...

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databricks.com /1 month ago

Geospatial Unbounded: Spatial SQL GA with AI/BI Maps, Delta Sharing, and Iceberg v3

A hurricane is forming in the Florida Gulf. As an insurer, you need to answer key...

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dataengineeringcentral.substack.com /1 month ago

Benchmarking Vortex File Format ... vs Parquet, CSV ... vs DuckDB, Polars, Datafusion.

just because we want to make em' mad

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databricks.com /1 month ago

Ingesting the Milky Way: Petabyte-Scale with Zerobus Ingest

Telemetry data is everywhere. IoT sensors on factory floors. Satellite arrays scanning...

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snowflake.com /3 weeks ago

Snowflake Postgres Powers Low-Latency ML Feature Serving

Snowflake's ML team chose Snowflake Postgres to power their Online Feature Store — demonstrating 2.5x lower latency and 7x higher QPS than Databricks Lakebase in production benchma...

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cloud.google.com /2 weeks ago

From query to action: Introducing SQL alerting in Cloud Monitoring Observability Analytics

Traditional alerting systems often force a compromise: you can either alert immediately on simple, noisy log events, or monitor rigid, pre-configured metrics that fail when faced w...

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cloud.google.com /4 weeks ago

Introducing new Explores and Merge Queries in Looker

A key goal for many enterprises in the AI era is to empower their employees to uncover actionable data insights on their own. To help, we are evolving Looker Explore with a streaml...

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cloud.google.com /1 month ago

Announcing Spanner Graph algorithms: Google-grade intelligence for connected data

At Google Cloud Next, we announced the preview of graph algorithms with Spanner Graph, bringing Google Research’s state-of-the-art graph mining capabilities natively to your databa...

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cloud.google.com /3 weeks ago

Log Analytics is now Observability Analytics: Query logs and traces with SQL

To effectively operate and troubleshoot applications, developers and site reliability engineers (SREs) need to understand the full context of their system's behavior, typically as...

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cloud.google.com /1 month ago

What’s new in serverless Managed Service for Apache Spark

Whether you use it for data preparation, real-time interactive queries, AI model training, or something entirely different, running Apache Spark at scale is demanding — you shouldn...

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cloud.google.com /1 month ago

What we announced in streaming AI at Next ‘26

Every device, user, and microservice generates data. Ingesting this data, extracting meaning and insights, and driving business decisions in real time has the potential to deliver...

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