How to Overcome the Memory Wall
Discover proven strategies for managing large-scale inference workloads, starting with efficient infrastructure design.
Synopsis:
As generative AI transitions from training to enterprise-scale inference, a hidden bottleneck emerges, putting your ROI at risk. While GPUs offer immense computational power, they are frequently constrained by memory limitations, leaving expensive compute cycles up to 70% idle. This “memory wall,” exacerbated by large context windows and high user concurrency, stalls performance and inflates costs.
What You Will Learn:
Penguin Solutions will discuss the critical role of memory in AI performance and unveil how its MemoryAI™ KV Cache Server solves these challenges, boosting performance by up to 8X.
Discover proven strategies for managing large-scale inference workloads, starting with efficient infrastructure design. Learn how the strategic integration of disaggregated memory architecture can revolutionize your AI infrastructure and slash TCO by up to 39%.
Transform your AI strategy from a cost center into a scalable, profitable engine for growth.
Speakers:
Torry Steed
Penguin Solutions, Sr. Product Marketing Manager
Andy Mills
Penguin Solutions, VP, Advanced Product Development
Ella Wilkinson
BizClik, Broadcast Editor
How to Overcome the Memory Wall
Discover proven strategies for managing large-scale inference workloads, starting with efficient infrastructure design.
Synopsis:
As generative AI transitions from training to enterprise-scale inference, a hidden bottleneck emerges, putting your ROI at risk. While GPUs offer immense computational power, they are frequently constrained by memory limitations, leaving expensive compute cycles up to 70% idle. This “memory wall,” exacerbated by large context windows and high user concurrency, stalls performance and inflates costs.
What You Will Learn:
Penguin Solutions will discuss the critical role of memory in AI performance and unveil how its MemoryAI™ KV Cache Server solves these challenges, boosting performance by up to 8X.
Discover proven strategies for managing large-scale inference workloads, starting with efficient infrastructure design. Learn how the strategic integration of disaggregated memory architecture can revolutionize your AI infrastructure and slash TCO by up to 39%.
Transform your AI strategy from a cost center into a scalable, profitable engine for growth.
Speakers:
Torry Steed
Penguin Solutions, Sr. Product Marketing Manager
Andy Mills
Penguin Solutions, VP, Advanced Product Development
Ella Wilkinson
BizClik, Broadcast Editor