Amr Elmeleegy

Amr Elmeleegy is a principal product marketing manager for accelerated computing in the data center, focused on the NVIDIA AI inference platform. Previously, he held business development and product marketing roles at AWS and SAP. He holds an MBA from the UC Berkeley Haas School of Business and a bachelor’s degree in electrical engineering from Cairo University.
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Posts by Amr Elmeleegy

Data Center / Cloud

Spotlight: Perplexity AI Serves 400 Million Search Queries a Month Using NVIDIA Inference Stack

The demand for AI-enabled services continues to grow rapidly, placing increasing pressure on IT and infrastructure teams. These teams are tasked with... 7 MIN READ
Image of an HGX H200
Data Center / Cloud

NVIDIA TensorRT-LLM Multiblock Attention Boosts Throughput by More Than 3x for Long Sequence Lengths on NVIDIA HGX H200

Generative AI models are advancing rapidly. Every generation of models comes with a larger number of parameters and longer context windows. The Llama 2 series... 5 MIN READ
Data Center / Cloud

Streamlining AI Inference Performance and Deployment with NVIDIA TensorRT-LLM Chunked Prefill

In this blog post, we take a closer look at chunked prefill, a feature of NVIDIA TensorRT-LLM that increases GPU utilization and simplifies the deployment... 4 MIN READ
NVIDIA H100.
Generative AI

5x Faster Time to First Token with NVIDIA TensorRT-LLM KV Cache Early Reuse

In our previous blog post, we demonstrated how reusing the key-value (KV) cache by offloading it to CPU memory can accelerate time to first token (TTFT) by up... 5 MIN READ
Image of an HGX H200
Generative AI

3x Faster AllReduce with NVSwitch and TensorRT-LLM MultiShot

Deploying generative AI workloads in production environments where user numbers can fluctuate from hundreds to hundreds of thousands – and where input... 5 MIN READ
Generative AI

NVIDIA GH200 Superchip Accelerates Inference by 2x in Multiturn Interactions with Llama Models

Deploying large language models (LLMs) in production environments often requires making hard trade-offs between enhancing user interactivity and increasing... 7 MIN READ