TrendForce(@trendforce):💡 Memory Is Buckling Under KV Cache Demand, Two Fixes Are in Play. Surging KV Cache demand against constrained memory supply created severe bottlenecks. Penguin Solutions, Marvell, and Meta are deploying CXL-based solutions to expand addressable memory capacity, while NVIDIA's KVTC and Google's TurboQuant compress demand from the other side. Get the full analysis 👉 https://t.co/iXH8CeEi4e Explore the memory bottleneck breakdown 📖 https://t.co/5SXp6UT7DR #TrendForce #SelectedTopics

TrendForce

@trendforce

Founded in 2000, TrendForce is a global provider of market intelligence on technology industries based in Taipei. Also find us on

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TrendForce@trendforce

2026.07.31 14:01

💡 Memory Is Buckling Under KV Cache Demand, Two Fixes Are in Play. Surging KV Cache demand against constrained memory supply created severe bottlenecks. Penguin Solutions, Marvell, and Meta are deploying CXL-based solutions to expand addressable memory capacity, while NVIDIA's KVTC and Google's TurboQuant compress demand from the other side. Get the full analysis 👉 Explore the memory bottleneck breakdown 📖 #TrendForce# #SelectedTopics#