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Tonic is betting that synthetic data is the new big data to solve scalability and security

TechCrunch

Big data is a sham. There is just one problem with big data though: it’s honking huge. Processing petabytes of data to generate business insights is expensive and time consuming. Processing petabytes of data to generate business insights is expensive and time consuming. What should a company do?

Big Data 267
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Comparing production-grade NLP libraries: Accuracy, performance, and scalability

O'Reilly Media - Data

Of course, this isn’t “big data” by any measure, but more realistic than a toy/debugging scenario. Training scalability. Figure 3 shows that for this 75mb benchmark: Spark-NLP was more than 38 times faster to train 100 KB of data and about 80 times faster to train 2.6 Scalability difference is significant.

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Big Data Realtime Data Pipeline Architecture

Dzone - DevOps

Big data has become increasingly important in today's data-driven world. It refers to the massive amount of structured and unstructured data that is too large to be handled by traditional database systems. To efficiently process and analyze this vast amount of data, organizations need a robust and scalable architecture.

Big Data 101
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Migrating to cloud: solving the big data problem

CTOvision

Read Alberto Pan’s article about how to solve the big data problem by migrating to cloud on Information Age : For many organizations, cloud computing is now a fact of life. Over the years, it’s established a reputation as the key to achieving maximum agility, flexibility, and scalability.

Big Data 108
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2025 Middle East tech trends: How CIOs will drive innovation with AI

CIO

Cloud adoption will continue to grow in the Middle East, with an increasing number of organizations embracing multi-cloud and hybrid cloud solutions to enhance flexibility and scalability. The Internet of Things will also play a transformative role in shaping the regions smart city and infrastructure projects.

Trends 158
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5 Key Factors Investors Should Watch In AI This Year

Crunchbase News

For investors, the opportunity lies in looking beyond buzzwords and focusing on companies that deliver practical, scalable solutions to real-world problems. RAG is reshaping scalability and cost efficiency Daniel Marcous of April RAG, or retrieval-augmented generation, is emerging as a game-changer in AI.

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Integrating Key Vault Secrets with Azure Synapse Analytics

Apiumhub

This opens a web-based development environment where you can create and manage your Synapse resources, including data integration pipelines, SQL queries, Spark jobs, and more. Link External Data Sources: Connect your workspace to external data sources like Azure Blob Storage, Azure SQL Database, and more to enhance data integration.

Azure 91