The vital role of red teaming in safeguarding AI systems and data

Companies are feeling pressure to adopt generative AI to stay ahead in a competitive global market. To ensure they adopt responsibly, governing and regulatory bodies across the world are convening to debate and understand the best ways to address AI risk without stifling their innovation edge. An existing debate surrounds the extent to which governments can and…

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10 hot programming trends — and 10 going cold

Tides ebb and flow. Pendulums swing. Ideas come and go, especially in programming, where the technologies and techniques for creating software continuously evolve. Some programming languages, libraries, platforms, and tools become hot and irresistible. When they’re mentioned, everyone at the planning meeting jumps on the table and cheers. Others lose steam or fall from favor,…

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Multitenant data management with TiDB

In a previous article, we explored various approaches to managing data for multitenant applications. We examined the benefits, compromises and limitations of different deployment models, including share-nothing, share-everything, and hybrid. We discussed the needs and challenges of each approach, from ensuring data isolation and scalability to managing customized tenant requirements. One key takeaway from this…

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The future of open source will be messy

Open Source Initiative (OSI) chief Stefano Maffulli says Meta is “bullying” the industry on the concept of open source. The Economist more colorfully characterizes the dispute as “bare-it-all purists … confronting Meta, the social-media giant controlled by a mankini-clad Mark Zuckerberg.” It’s all much ado about something as AI proves exceptionally difficult to stuff into…

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2024 DATAVERSITY Top 20

As we approach the end of another year, we here at DATAVERSITY have been busy analyzing our data and answering the big questions: What was the most popular content on our website and training center over the past 12 months? Which data management topics did you – our readers and students – seek out again…

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Transforming Real-Time Analytics with AI-Powered Digital Twins

Data management professionals face growing challenges in handling the vast amounts of live data generated by live systems, such as transportation networks, power grids, and security infrastructures. IoT devices have proliferated widely and produce real-time data on an unprecedented scale, placing significant demands on traditional data processing methods. Legacy approaches – often reliant on batch…

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How to split strings efficiently in C#

Optimizing the performance of your .NET applications requires efficient resource management. Memory allocations and deallocations must be performed optimally in performance-critical applications. One of the best strategies to perform resource management in an optimal way in an application is by allocating and deallocating string objects judiciously. C# provides the string.Split() method to split strings in…

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What is serverless? Serverless computing explained

Over the past two decades, considerable innovation has gone into making sure developers don’t have to think much about the underlying physical machine their code runs on. Serverless computing is a paradigm that takes this objective to its logical conclusion. With serverless, you don’t have to know anything about the hardware or operating system your…

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