BuySellRam.comJan 18
NVIDIA’s new Inference Context Memory Storage Platform reshapes AI inference by treating KV cache as a multi-tier memory hierarchy—from HBM to NVMe SSD. This enables longer context windows, persistent reasoning, and scalable multi-agent inference while keeping hot data in GPU memory and offloading cold context to SSD.
https://www.buysellram.com/blog/nvidia-unveils-the-inference-context-memory-storage-platform/
#NVIDIA #Rubin #AI #Inference #LLM #AIInfrastructure #MemoryHierarchy #HBM #NVMe #DPU #BlueField4 #AIHardware #GPU #DRAM #KVCache #DataCenter #tech
NVIDIA Unveils the Inference Context Memory Storage Platform — A New Era for Long-Context AI

NVIDIA’s Inference Context Memory Storage Platform redefines AI memory architecture, enabling long-context inference with HBM4, BlueField-4 DPUs, and Spectrum-X networking. Learn how this shift impacts GPU and DRAM markets.

BuySellRam
Alex StoneJan 18
NVIDIA’s new Inference Context Memory Storage Platform reshapes AI inference by treating KV cache as a multi-tier memory hierarchy—from HBM to NVMe SSD. This enables longer context windows, persistent reasoning, and scalable multi-agent inference while keeping hot data in GPU memory and offloading cold context to SSD.
https://www.buysellram.com/blog/nvidia-unveils-the-inference-context-memory-storage-platform/
#NVIDIA #Rubin #AI #Inference #LLM #AIInfrastructure #MemoryHierarchy #HBM #NVMe #DPU #BlueField4 #AIHardware #GPU #DRAM #KVCache #DataCenter #tech
NVIDIA Unveils the Inference Context Memory Storage Platform — A New Era for Long-Context AI

NVIDIA’s Inference Context Memory Storage Platform redefines AI memory architecture, enabling long-context inference with HBM4, BlueField-4 DPUs, and Spectrum-X networking. Learn how this shift impacts GPU and DRAM markets.

BuySellRam
BuySellRam.comJan 18
NVIDIA’s new Inference Context Memory Storage Platform reshapes AI inference by treating KV cache as a multi-tier memory hierarchy—from HBM to NVMe SSD. This enables longer context windows, persistent reasoning, and scalable multi-agent inference while keeping hot data in GPU memory and offloading cold context to SSD.
https://www.buysellram.com/blog/nvidia-unveils-the-inference-context-memory-storage-platform/
#NVIDIA #Rubin #AI #Inference #LLM #AIInfrastructure #MemoryHierarchy #HBM #NVMe #DPU #BlueField4 #AIHardware #GPU #DRAM #KVCache #DataCenter #tech
NVIDIA Unveils the Inference Context Memory Storage Platform — A New Era for Long-Context AI

NVIDIA’s Inference Context Memory Storage Platform redefines AI memory architecture, enabling long-context inference with HBM4, BlueField-4 DPUs, and Spectrum-X networking. Learn how this shift impacts GPU and DRAM markets.

BuySellRam
Alex S.Jan 18
NVIDIA’s new Inference Context Memory Storage Platform reshapes AI inference by treating KV cache as a multi-tier memory hierarchy—from HBM to NVMe SSD. This enables longer context windows, persistent reasoning, and scalable multi-agent inference while keeping hot data in GPU memory and offloading cold context to SSD.
https://www.buysellram.com/blog/nvidia-unveils-the-inference-context-memory-storage-platform/
#NVIDIA #Rubin #AI #Inference #LLM #AIInfrastructure #MemoryHierarchy #HBM #NVMe #DPU #BlueField4 #AIHardware #GPU #DRAM #KVCache #DataCenter #tech
NVIDIA Unveils the Inference Context Memory Storage Platform — A New Era for Long-Context AI

NVIDIA’s Inference Context Memory Storage Platform redefines AI memory architecture, enabling long-context inference with HBM4, BlueField-4 DPUs, and Spectrum-X networking. Learn how this shift impacts GPU and DRAM markets.

BuySellRam
Alex S.Jan 18

NVIDIA’s Inference Context Memory Storage Platform, announced at CES 2026, marks a major shift in how AI inference is architected. Instead of forcing massive KV caches into limited GPU HBM, NVIDIA formalizes a hierarchical memory model that spans GPU HBM, CPU memory, cluster-level shared context, and persistent NVMe SSD storage.

This enables longer-context and multi-agent inference by keeping the most active KV data in HBM while offloading less frequently used context to NVMe—expanding capacity without sacrificing performance. This shift also has implications for AI infrastructure procurement and the secondary GPU/DRAM market, as demand moves toward higher bandwidth memory and context-centric architectures.

https://www.buysellram.com/blog/nvidia-unveils-the-inference-context-memory-storage-platform/

#NVIDIA #Rubin #AI #Inference #LLM #AIInfrastructure #MemoryHierarchy #HBM #NVMe #DPU #BlueField4 #AIHardware #GPU #DRAM #KVCache #LongContextAI #DataCenter #AIStorage #AICompute #AIEcosystem #technology

NVIDIA Unveils the Inference Context Memory Storage Platform — A New Era for Long-Context AI

NVIDIA’s Inference Context Memory Storage Platform redefines AI memory architecture, enabling long-context inference with HBM4, BlueField-4 DPUs, and Spectrum-X networking. Learn how this shift impacts GPU and DRAM markets.

BuySellRam
TomBSRJan 18
NVIDIA’s new Inference Context Memory Storage Platform reshapes AI inference by treating KV cache as a multi-tier memory hierarchy—from HBM to NVMe SSD. This enables longer context windows, persistent reasoning, and scalable multi-agent inference while keeping hot data in GPU memory and offloading cold context to SSD.
https://www.buysellram.com/blog/nvidia-unveils-the-inference-context-memory-storage-platform/
#NVIDIA #Rubin #AI #Inference #LLM #AIInfrastructure #MemoryHierarchy #HBM #NVMe #DPU #BlueField4 #AIHardware #GPU #DRAM #KVCache #DataCenter #tech
NVIDIA Unveils the Inference Context Memory Storage Platform — A New Era for Long-Context AI

NVIDIA’s Inference Context Memory Storage Platform redefines AI memory architecture, enabling long-context inference with HBM4, BlueField-4 DPUs, and Spectrum-X networking. Learn how this shift impacts GPU and DRAM markets.

BuySellRam
ALEXBSRJan 18

NVIDIA’s Inference Context Memory Storage Platform, announced at CES 2026, marks a major shift in how AI inference is architected. Instead of forcing massive KV caches into limited GPU HBM, NVIDIA formalizes a hierarchical memory model that spans GPU HBM, CPU memory, cluster-level shared context, and persistent NVMe SSD storage.

This enables longer-context and multi-agent inference by keeping the most active KV data in HBM while offloading less frequently used context to NVMe—expanding capacity without sacrificing performance. This shift also has implications for AI infrastructure procurement and the secondary GPU/DRAM market, as demand moves toward higher bandwidth memory and context-centric architectures.

https://www.buysellram.com/blog/nvidia-unveils-the-inference-context-memory-storage-platform/

#NVIDIA #Rubin #AI #Inference #LLM #AIInfrastructure #MemoryHierarchy #HBM #NVMe #DPU #BlueField4 #AIHardware #GPU #DRAM #KVCache #LongContextAI #DataCenter #AIStorage #AICompute #AIEcosystem #tech

NVIDIA Unveils the Inference Context Memory Storage Platform — A New Era for Long-Context AI

NVIDIA’s Inference Context Memory Storage Platform redefines AI memory architecture, enabling long-context inference with HBM4, BlueField-4 DPUs, and Spectrum-X networking. Learn how this shift impacts GPU and DRAM markets.

BuySellRam
BuySellRam.comJan 18
NVIDIA’s new Inference Context Memory Storage Platform reshapes AI inference by treating KV cache as a multi-tier memory hierarchy—from HBM to NVMe SSD. This enables longer context windows, persistent reasoning, and scalable multi-agent inference while keeping hot data in GPU memory and offloading cold context to SSD.
https://www.buysellram.com/blog/nvidia-unveils-the-inference-context-memory-storage-platform/
#NVIDIA #Rubin #AI #Inference #LLM #AIInfrastructure #MemoryHierarchy #HBM #NVMe #DPU #BlueField4 #AIHardware #GPU #DRAM #KVCache #DataCenter #tech
NVIDIA Unveils the Inference Context Memory Storage Platform — A New Era for Long-Context AI

NVIDIA’s Inference Context Memory Storage Platform redefines AI memory architecture, enabling long-context inference with HBM4, BlueField-4 DPUs, and Spectrum-X networking. Learn how this shift impacts GPU and DRAM markets.

BuySellRam