Articles by tag: AI accelerators
In an era where energy costs are skyrocketing and data privacy concerns are paramount, AI accelerators are emerging as a game-changing technology. This discussion, a clip from a full episode of MarketScale’s Experts Talk roundtable series, delves into the transformative potential of AI accelerators in enhancing on-device computing for AI workloads, offering significant cost…
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AI Accelerators Have an Imperative to Help Solve for AI Computing Energy Efficiency
In the rapidly evolving landscape of AI computing, the focus has shifted towards addressing the energy and power usage challenges, particularly at the edge. This pressing issue mirrors the struggles faced by mobile device computing, where power consumption and battery life are critical concerns. The industry is now compelled to adapt its AI use…
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AI Accelerators Are Just Getting Started With Powering On-Device AI. Will They Replace the Cloud?
In a rapidly evolving technological landscape, the discussion around AI accelerators is heating up. This timely analysis comes as industry leaders and researchers explore the incredible potential of on-device AI, which promises to transform computing by reducing reliance on cloud infrastructure. As the debate continues, key experts weigh in on the future of AI accelerators…
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Ensuring the Viability of AI in Real-World Applications Falls on the Shoulders of AI Accelerators
The AI industry is at a pivotal moment where the successful deployment of AI in real-world applications hinges on a delicate balance of software, hardware, intelligence, and applications. The race to harness AI’s full potential intensifies, with AI accelerators playing a crucial role in supporting heavy-compute applications or facilitating intense AI learning and training….
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On-Prem or Cloud? Either Way, Data Center Compute Demands Necessitate the Need for AI Accelerators
With the increasing demand for powerful data center compute capabilities, data centers are at the forefront of driving the need, development, and purchase of AI accelerators. This surge is influenced by the expanding role of AI in business operations, creating a critical demand for advanced hardware solutions. How are data centers shaping the…
Experts Talk
Strategic Investments In AI Accelerators Ensure Ongoing Competitiveness in the Generative AI Era
Investments in AI accelerators are a critical component in the race to harness the power of generative AI. As businesses increasingly adopt generative AI, there’s a significant “catch-up” phase in developing purpose-built AI computing accelerator hardware. This surge in demand has led to confusion and challenges within the AI computing landscape. Industries must…
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AI Accelerators Enhance Computational Might Across Industries; Innovation and Open Standards Key for Adoption
The realm of artificial intelligence is rapidly advancing, underscored by the development and deployment of AI accelerators from top players. These accelerators are at the forefront of a technology revolution, offering unprecedented computational power to handle complex AI workloads. As businesses across sectors increasingly rely on AI for operational efficiency and innovation, the importance…