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Memory & Storage · New memory hierarchy G1-G4 plus G3.5 tier addresses KV cache bottleneck in AI factories
now playing · Memory & Storage
AI Infrastructuretailwindscore 9/10jason hardy
Enterprise storage evolving into real-time AI data platform for agentic workloads
Storage must shift from passive system of record to active AI data plane that ingests, cleanses, enriches, chunks, embeds, indexes, and governs data at the moment of creation — enabling age…
AI Agentstailwindscore 8/10jason hardy
Agentic AI creates 24/7 data consumption at machine speed, requiring new storage paradigms
Agents run long-running sessions (hours to years), blend structured and unstructured data, operate at machine speed far exceeding human interaction rates, and generate persistent context (K…
Memory & Storagetailwindscore 8/10jason hardy
New memory hierarchy G1-G4 plus G3.5 tier addresses KV cache bottleneck in AI factories
Nvidia defines a five-tier memory hierarchy (HBM=G1, system RAM=G2, NVMe=G3, high-perf storage=G4, enterprise storage=G4 extended) and introduces G3.5 as a cost-effective KV cache tier that…
Semiconductorstailwindscore 7/10jason hardy
Vera CPU and Bluefield-4 STX co-designed to accelerate storage and GPU data paths
Vera's 3x memory bandwidth and best-in-class single-thread performance — originally built to feed GPUs — directly benefit storage workloads; Bluefield-4 STX integrates Vera with storage acc…