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2016 Mobile Ad Summit
Friday
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September 
27
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7:00pm
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Scaling AI Infra - GPUs, Kernels, LLMs and More
Friday
, 
September 
27
 at 
7:00pm
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Unlocking the Future of AI: Insights from Industry Leaders

Join us at the "Scaling AI Infra - GPUs, Kernels, LLMs and More" meetup, where leading experts from LinkedIn, NVIDIA, Sglang, and Microsoft will converge to share their groundbreaking work in large-scale AI infrastructure. This event is a unique opportunity to dive deep into the cutting-edge technologies powering the next generation of AI, from the intricate details of GPU optimization and kernel development to the latest advancements in large language model (LLM) training. Whether you're an AI researcher, engineer, or enthusiast, this meetup will offer valuable insights into the tools and techniques that make massive-scale AI possible.

Speakers

Animesh Singh

Director, AI Training Platform, LinkedIn

Animesh is a prominent leader in AI and machine learning. He has a strong background in developing large-scale AI infrastructure, with previous roles as IBM’s CTO for Watson AI and ML Open Technology. Animesh is also a co-founder of the Kubeflow project and has contributed extensively to AI research and platform development, holding numerous patents and publications in the field.

Byron Hsu

Senior ML Engineer, LinkedIn

Byron (Pin-Lun) Hsu is a Senior Software Engineer at LinkedIn, where he leads kernel optimization and distributed training for large-scale GPU clusters. He is known for developing Liger-Kernel and contributing to the optimization of LLM training. Byron is a committer to multiple open-source projects, including Flyte and the Apache Software Foundation.

Guanhua Wang

Senior Researcher, Microsoft

Guanhua Wang is a Senior Researcher in the DeepSpeed team at Microsoft, specializing in optimizing large-scale deep learning models. He holds a PhD in Computer Science from UC Berkeley, where he was advised by Ion Stoica. His work includes innovations like ZeRO++, improving the efficiency of large model training​

Lianmin Zheng

Member of Technical Staff, xAI

Lianmin Zheng is a technical staff member at xAI, focusing on scalable AI systems, large language models, and distributed systems. He co-founded LMSYS.org and led major open-source projects like Vicuna and Chatbot Arena. His work has been widely adopted, with millions of downloads. Lianmin earned his Ph.D. from UC Berkeley and has received prestigious awards including a Meta Ph.D. Fellowship, IEEE Micro Best Paper Award, and an a16z open-source AI grant.

Ying Sheng

Cofounder, LMSYS org

Ying Sheng is a co-founder of LMSYS Org, which focuses on open research and open-source projects for large model systems. Her recent research focuses on efficient inference and serving of LLMs in different scenarios. She is currently building SGLang, which is a serving framework for large language models and vision language models text.

Pradeep Ramani

Sr Architect, Nvidia

Pradeep is specializing in high-performance GPU computing and CUDA development. He is a key contributor to the CUTLASS project, focusing on optimizing matrix multiplication and other essential computations for deep learning and high-performance computing. Pradeep has extensive experience in parallel computing architecture and is deeply involved in advancing GPU-based technologies.

dePaul Miller

Performance Software Engineer, Nvidia

dePaul is a performance software engineer specializing on performance of linear algebra primitives like GEMMs and deep learning computations on GPUs. He is one of the contributors to the CUTLASS project and his background is in parallelism, concurrency, and GPU computing.

Schedule

5:00 – 5:30 PM

Opening Keynote: Scaling AI Infra at LinkedIn

Animesh Singh

5:30 – 6:00 PM

Presentation: Liger Kernels

Byron Hsu

6:00 – 6:30 PM

Presentation: Communication-Free LLM Training Engine

Guanhua Wang

6:30 – 7:00 PM

Presentation: Scale LLM Serving with SGLang

Ying Sheng, Lianmin Zheng

7:00 – 8:00 PM

Presentation: CUTLASS : A Tensor Core Programing Model for NVDIA GPUs

Pradeep Ramani, dePaul Miller

  

 8:00 PM

Social


The ML Meetup happens at Linkedin HQ, which is conveniently located in the heart of Silicon Valley. Sign in at the registration desk and head up to the venue.

About our participants

The Georgia Center Hotel has proudly served Atlanta's corporate needs for over 25 years. With 10 ballrooms, an expansive media center, multi-media technology and an in-house production staff, The Georgia Center excels in creating memorable special events. 

The Peach Tree is renowned for its healthy preperations of decadent Southern classics. Winner of two Eat Up Awards and a leader in farm-to-table cuisine, The Peach Tree offers casual-chic dining in the heart of Atlanta.

About 3DAYS

A Fortune 500 company, 3DAYS sets the platinum standard for engaging, media-rich mobile ads. With award-winning campaigns in video, interactive and animated content and partnerships with top-tier creative agencies across the globe, 3DAYS dominates the mobile ad solutions field and delivers effective, cost-effective solutions.

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