We're solving the #1 bottleneck in generative AI adoption: the shortage of affordable, high-performance compute infrastructure. ⚡ The growing demand for AI applications is pushing data centers to their limits. By 2035, data centers could account for 7.2% of global power demand, up from 1.5% in 2023. 💸 The scarcity of affordable, high-performance computational infrastructure is a major barrier, with persistent 6-8 month lead times for GPUs and memory supply constraints. 🔄 With an estimated 20% of inference operations wasted due to repetitive LLM calls, there's a significant need to reduce inefficiencies and improve resource utilization. 🌐 The solution? A new AI superhighway system: https://lnkd.in/efeaR2D5 #AI #TechInnovation #CognitiveCaching #GenerativeAI #DataCenters #Sustainability #FutureTech #EnergyEfficiency
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In this AI Field Day article, Sulagna Saha discusses how Solidigm's affordable #SSDs will power the future of #AI. Solidigm’s goal is to deliver an industry-leading storage portfolio to the market that not only offers flexible scaling and operational efficiency from core to edge, but also makes AI storage cheaper. Partnering with companies like Supermicro, CodeWeavers, VAST Data and NVIDIA, Solidigm is designing groundbreaking solutions that can set a course all on their own. #AIFD4
Solidigm SSDs for the AI Era – Small Size, Big Value - Gestalt IT
https://gestaltit.com
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Until processors that run significantly faster while using less power and generating less heat emerge, the GPU is a stubborn fact of life for generative AI, and implementing cost-effective genAI implementations will require ingenuity and perseverance. However, the challenge is not beyond the reach of strategies utilizing small language models and a skillful mix of on-premises, off-premises, and cloud-based services. https://hubs.la/Q02zh9210
Getting infrastructure right for generative AI
cio.com
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According to an Industry Report on AI processing capacity gaps by OpenNebula Systems, generative AI could contribute between $2.6 trillion and $4.4 trillion annually to the global economy - an amount comparable to the European Unions entire GDP in 2...
Industry Report - Capacity Gap Analysis for AI Processing
hostingjournalist.com
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In this AI Field Day article, Sulagna Saha discusses how Solidigm's affordable SSDs will power the future of #AI. Solidigm’s goal is to deliver an industry-leading storage portfolio to the market that not only offers flexible scaling and operational efficiency from core to edge, but also makes AI storage cheaper. Partnering with companies like Supermicro, CodeWeavers, VAST Data and NVIDIA, Solidigm is designing groundbreaking solutions that can set a course all on their own. #AIFD4
Solidigm SSDs for the AI Era – Small Size, Big Value - Gestalt IT
https://gestaltit.com
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The AI Hardware and Edge AI Summit 2024 offered a glimpse into the future of enterprise technology. From cutting-edge hardware to AI's role in transforming data management, these insights are shaping the way forward for businesses. Explore the major takeaways from this impactful event. #DataFirst #AI #EdgeComputing
A few enterprise takeaways from the AI hardware and edge AI summit 2024 - DataScienceCentral.com
https://www.datasciencecentral.com
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Pure Storage is working with NVIDIA to bolster the power of Generative AI for enterprise AI applications using retrieval-augmented generation. It can reduce risk of hallucination and can incorporate new data into queries and answers eliminating the need of costly model retraining. Pure brings efficient high-performance scalable storage that enable this. More at https://lnkd.in/eHiGcafg Pure Storage #DataStorage #AI #GenAI
Optimize GenAI Apps with Retrieval-augmented Generation from Pure Storage and NVIDIA
https://blog.purestorage.com
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There's a lot of talk (and perhaps angst) about #AI about the moment, especially when it comes to how to "do" it. One exciting and emerging concept I've learned about recently are AI factories - purpose-built facilities that are designed to heavy the heavy computational workloads of data-intensive technologies. Read more from NEXTDC. https://lnkd.in/ePd-KAzT
NEXT Frontier: Understanding Artificial Intelligence Factories
nextdc.com
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The AI Hardware and Edge AI Summit 2024 offered a glimpse into the future of enterprise technology. From cutting-edge hardware to AI's role in transforming data management, these insights are shaping the way forward for businesses. Explore the major takeaways from this impactful event. #DataFirst #AI #EdgeComputing
A few enterprise takeaways from the AI hardware and edge AI summit 2024 - DataScienceCentral.com
https://www.datasciencecentral.com
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The AI Hardware and Edge AI Summit 2024 offered a glimpse into the future of enterprise technology. From cutting-edge hardware to AI's role in transforming data management, these insights are shaping the way forward for businesses. Explore the major takeaways from this impactful event. #DataFirst #AI #EdgeComputing
A few enterprise takeaways from the AI hardware and edge AI summit 2024 - DataScienceCentral.com
https://www.datasciencecentral.com
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Generative AI, powerd by High-Performance Computing 🚀 Do you remember the first time you tried ChatGPT? For us, it was a glimpse into the huge potential of generative AI (#genai). It opened our eyes to a future where AI could seamlessly integrate into every aspect of our work and lives. But as we know, GenAI requires immense computing power to truly work its magic. That's where Bytesnet comes in. We've developed a state-of-the-art High-Performance Computing (HPC) platform designed to meet these intensive demands. And we've teamed up with UbiOps - powerful AI model serving & orchestration, experts in managing and deploying AI/ML workloads. They make it easy to run and deploy powerful AI models without getting bogged down in technical details. This partnership is all about making GenAI more practical and accessible for data scientists. We're tackling the big challenges and simplifying the process, so you can focus on innovation and solving real-world problems. Curious about how GenAI and HPC complement each other? Check out the article in the link below. It breaks down why they're a great match and how our collaboration with UbiOps is changing the game. #hpc #highperformancecomputing #ai #genai #datascience https://lnkd.in/ebiuEjkJ
GenAI & HPC, a perfect match - Bytesnet
https://www.bytesnet.nl/en
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