Big Data News and Headlines
Big Data News and Headlines
Big Data Pulse
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EMAIL DIGESTS
Daily
Every morning
Weekly
Tuesday recap
Data lakes often start as simple repositories but evolve into unmanaged dumping grounds as teams drop files without documentation or ownership. N‑iX consulting recommends a focused refresh that begins with the most‑used datasets, assigns clear owners, separates raw and curated zones, and adds concise metadata and basic quality checks. Implementing these practices restores trust, reduces analytics rework, and prevents costly data‑governance failures without rebuilding the entire lake.
A PostgreSQL production cluster was killed by the OOM killer after a single query consumed 2 TB of RAM, despite work_mem being set to only 2 MB. The investigation revealed that the query’s ExecutorState memory context retained hundreds of thousands of work_mem‑sized...
The Internal Revenue Service has issued a fast‑track sources‑sought notice for a new Business Intelligence Platform to collect, research and validate corporate and partnership taxpayer data. The contract will cover one base year and up to four option years, providing...
Clean, reliable data is the foundation of any effective CRM, yet most organizations watch their records degrade as leads flow in, updates occur, and integrations sync. Manual de‑duplication and field fixes are slow, error‑prone, and unsustainable at scale. Leveraging ETL...
A fintech audit platform replaced its monolithic HBase + Elasticsearch stack with a lakehouse built on Apache Iceberg, Parquet, and Spark Structured Streaming. Data is ingested from Kafka every five minutes, written to Iceberg tables, and queried via Apache Doris for low‑latency...
Precisely announced an OEM partnership with Matillion to embed cloud‑native ETL capabilities into its Data Integrity Suite. The integration adds low‑code, scalable transformation and pipeline automation to Precisely’s existing data quality, governance, and enrichment services. By unifying extraction, transformation, and...
Hammerspace announced a partnership with Secuvy to deliver a “Data‑First” integration that unifies unstructured data across edge, on‑premises, and multi‑cloud environments. The joint solution creates a global namespace, continuously discovers, classifies, and catalogs data, and applies policy‑driven security without copying...
In a recent interview, Oracle’s Vice President of Development Siva Ravada argues that enterprise AI must rest on trusted, proprietary data foundations. Oracle is weaving geospatial intelligence into its AI‑optimized database, data lakehouse, and core enterprise applications, allowing spatial, graph...
The open‑source pg_duckpipe extension adds real‑time change data capture to PostgreSQL, continuously replicating heap tables into DuckLake columnar tables using logical WAL streaming. A single SQL call—duckpipe.add_table—starts the sync, and the solution works without Kafka, Debezium, or any external orchestrator,...
EDB’s Data Governance Co‑Pilot AI quickstart, built on Red Hat OpenShift AI and Postgres AI, embeds governance policies directly into the query generation process. By using the pg‑airman‑mcp server, user prompts are filtered through uploaded policy files, producing compliant SQL and...
Boomi unveiled a 2026 platform upgrade that pivots from AI pilots to "data activation," introducing the Meta Hub as a unified system of record to eliminate fragmented data. The new Agent Control Tower adds governance, session logs, and observability for...
Implementing data pipelines is essential for digital transformation and AI, yet teams repeatedly encounter vague requirements, poor data quality, scalability bottlenecks, orchestration complexity, and monitoring gaps. These challenges cause costly rework, downstream errors, and performance degradation. Solutions include detailed requirement...
Point‑of‑sale systems are evolving from simple cash registers into real‑time, connected platforms that handle payments, inventory, and customer insights. Mobile payment leaders Square, SumUp, and Shopify now offer SMBs enterprise‑grade POS capabilities, blurring the line between payment processors and commerce...
Zalando, which generates roughly €3 billion in quarterly fashion sales, ran into soaring AWS costs and unstable Flink clusters due to the way Flink 1.20’s Table API handled chained joins. The joins caused state to balloon to over 240 GB per application, leading...
Enterprises are grappling with fragmented data landscapes, prompting a surge in data catalog adoption. Modern catalog tools not only inventory metadata but also embed AI, generative AI, and natural‑language interfaces to accelerate discovery and governance. The article lists 15 leading...
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CDO Retail Exchange 2026 convenes 70 senior retail data, analytics and AI executives from brands such as Adidas, IKEA and Shiseido. The closed‑door forum is designed to move AI projects from pilot to profit, focusing on real‑time decisioning, margin‑boosting use...
Liquid Clustering is a Delta‑Lake layout strategy that dynamically groups rows by query‑driven columns instead of static folder partitions. By continuously reorganizing files, it makes file‑level statistics more useful, enabling stronger data skipping and smaller scan footprints. Engineers enable it...
Confluent executives warned that AI initiatives will falter without fresh, governed data in motion, shifting focus from model perfection to real‑time data architecture. They described a transition from batch‑based business intelligence to continuous, autonomous AI that requires millisecond‑latency streams and...
The data industry is rapidly converging on open standards, and dbt Labs is leading the charge by migrating its entire data stack to an Iceberg‑based lake that supports multiple compute engines. In a recent podcast, Anders Swanson outlined the current...
Snowflake has expanded its Cortex Code CLI, an AI‑driven coding agent, to support the open‑source data‑pipeline frameworks dbt and Apache Airflow. The extension leverages Anthropic’s Agent Skills to automate debugging, testing, and optimization of pipelines, and is offered through a new...
Bruce Momjian delivered two recent talks to the PostgreSQL community: a deep‑dive on the write‑ahead log (WAL) at the Scale conference on March 7, 2026, and a candid assessment of PostgreSQL’s missing features at Prague PostgreSQL Developer Day on January 28, 2026....
Grupo Financiero Banorte teamed with Hitachi Vantara to relocate its primary data center from Mexico City to Querétaro, moving 450 TB of information in under an hour. The migration introduced two mainframes, three Hitachi storage arrays, and the Virtual Storage Platform...
Amazon Web Services is poised to invest $750 million in a new data center on a 99‑acre site in Clinton, Mississippi, repurposing the former Milwaukee Tool facility. The city council approved a fee‑in‑lieu tax arrangement, though final approval from the Mississippi...
MinIO has launched AIStor Table Sharing, embedding the Delta Sharing open protocol directly into its AIStor object store. The feature lets enterprises expose on‑premises data to Databricks in real time, eliminating the need for costly data replication. Built on Iceberg...
Panome Bio, a multi‑omics contract research organization, unveiled an exposomics service platform that pairs untargeted Discovery Exposomics with targeted quantification of priority chemicals. The Discovery workflow leverages the MassID™ engine and a 32,000‑compound database to profile environmental exposures without prior...
Generative AI now turns dense, unstructured corporate text—especially 10‑K Item 1 disclosures—into structured, decision‑ready metrics. Researchers fine‑tuned a GPT model on 3,500 labeled sentences and applied it to nearly 10 million sentences from 39,710 filings, creating a climate‑solution intensity score for 4,483...
Seqster has introduced 1‑Click DataLake, a real‑world data platform that aggregates anonymized electronic health‑record information from over 150 million patients and 200,000 clinicians across the United States. The solution delivers real‑time, longitudinal patient journeys to speed trial design, feasibility assessments, and...
Rail planning teams often add new data feeds that become extra log‑ins and reconciliation chores, leaving planners to rebuild spreadsheets for every decision. The article argues that a dedicated business intelligence (BI) layer, placed atop existing asset stores, can turn...
Validio, a Stockholm‑based data‑quality automation startup, secured $30 million in Series A funding, bringing its total capital to $47 million after an 800 % ARR surge last year. The round was led by Plural with participation from Lakestar, J12 and several angels. Validio’s AI‑driven...
The Association of State and Territorial Health Officials (ASTHO) announced a new public‑health data consortium, partnering with Veritas Data Research and HealthVerity to create a secure data exchange for state and territorial health agencies. The effort seeks to integrate real‑world...
Validio announced a $30 million Series A round led by Plural, bringing total funding to $47 million after an 800 % revenue surge. The Stockholm‑based startup offers an automated data‑quality platform that monitors billions of records, detects anomalies, and maps lineage in days rather...
Enterprises are shifting from static data warehouses to a data supply chain model that manages information as a continuous, end‑to‑end flow. The framework defines stages—ingestion, transformation, storage, distribution, and consumption—optimizing each to support AI, analytics, and real‑time insights. By integrating...
Orange Wholesale CEO Michaël Trabbia told MWC that the French telco will not sell its roughly 75 data‑centre assets across Europe, Africa and the Middle East. Instead, Orange plans to monetize the facilities by expanding colocation services for enterprise customers,...
Shylaja Nathan, former senior vice president of architecture at Fidelity, joins Forrester as a principal analyst focusing on enterprise data and AI strategy. Drawing on more than two decades of experience modernizing data platforms for major financial institutions, she stresses...
Many digital‑twin projects stall after pilot phases because they lack a trusted data foundation. At a recent DBTA webinar, Informatica’s Christian Farra explained that integrating master data and contextual information is essential to turn raw sensor signals into actionable insights....
BlueBox Systems unveiled Tradelane Intelligence, a data‑analytics platform that merges AI‑validated airfreight data with premium ocean data from Vizion. The solution delivers advanced reporting tools for carrier comparison, demurrage alerts, document verification, and an Eco‑Routing module that projects CO₂ emissions....
WisdomAI, an AI‑native business intelligence startup, announced the launch of its Federated Agentic Intelligence platform, shifting its focus from passive insights to autonomous enterprise execution. The platform combines an Enterprise Context Layer, a Model Context Protocol client, and an Adaptive...
Orizon Aerostructures has deployed Flexxbotics’ autonomous manufacturing platform to create a data‑driven, closed‑loop control environment across its aerospace production lines. The integration links CNC machines, FANUC robots, and enterprise PLM systems, feeding multimodal sensor streams into industrial AI for real‑time...
Codelco, the world’s largest copper producer, has signed an 18‑month collaboration framework with Microsoft to embed artificial intelligence, advanced analytics, automation and digital security into its mining operations. Building on a 27‑year partnership, the deal will evaluate joint initiatives, pilot...
Startups often sideline data initiatives because of tight budgets and scarce talent, leaving them vulnerable to security risks and missed insights. Financial constraints and the inability to hire full‑time data experts hinder the development of robust data governance. The article...
HD Hyundai’s shipbuilding arm, HD KSOE, has selected Siemens’ Xcelerator platform to create an integrated digital shipbuilding environment. The platform will provide a unified data backbone linking CAD, PLM, digital manufacturing, automation and simulation, eliminating data discontinuities from design through...
India’s data‑localization push laid the groundwork for digital sovereignty, but the focus is shifting from where data resides to who controls it. In the AI‑driven hybrid cloud era, governance, transparency, and accountability become critical as data fuels models across multiple...
Nvidia announced a senior hire for an orbital data‑center system architect, offering a base salary between $224,000 and $356,500. The role will design end‑to‑end AI compute solutions that operate from the GPU chip through satellite platforms and inter‑satellite links. The...
Bank executives often cite a 95% confidence level as the benchmark for data quality, yet studies show most banks operate at only 80‑90% confidence, which can erode to 50% as data moves through multiple systems. The shortfall has tangible costs:...
Circana unveiled Complete Why, an AI‑driven analytics platform for the consumer packaged goods sector, embedded in its Unify+ visualization suite. The tool models sales performance at store‑ and week‑level, evaluating up to 60 drivers such as price, promotions, distribution, competition,...
The article outlines how edge computing transforms IoT by enabling federated learning, real‑time analytics, and stronger data sovereignty. By processing data locally, edge nodes cut latency, lower bandwidth demands, and keep sensitive information compliant with regulations such as GDPR and...
University of Missouri researchers have demonstrated a technique to rewrite data stored in DNA, overcoming the long‑standing limitation that DNA‑encoded information was immutable. The method pairs a compact electronic module with a nanopore sensor, translating electrical signals into binary bits....
Oracle introduced the AI Database 26ai, a new release that adds automatic transaction rollback, real‑time SQL plan management, and built‑in AI vector search. The platform promises more stable performance under unpredictable workloads, faster data ingestion, and a self‑managed in‑memory cache...
Cloud‑native databases are increasingly critical, yet RDMA‑based memory disaggregation suffers from page‑level inefficiencies, contention, and slow recovery. Compute Express Link (CXL) offers a high‑bandwidth, low‑latency, cache‑coherent interconnect that enables fine‑grained memory access and instant recovery. Controlled tests show CXL can...
Databricks is transitioning Delta Live Tables pipelines from legacy Hive Metastore workspaces to Unity Catalog‑enabled environments, revealing consistent code refactoring and governance adjustments. Teams must adopt three‑level catalog.schema.table references, replace input_file_name() calls with the built‑in _metadata struct, and migrate notebook...
