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Ricky Sun

Graph-Driven XAI: Rethinking AI Infrastructure Cost with GPU and CPU

A Talk by Ricky Sun (Founder & CEO, Ultipa)

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About this Talk

A Case Study in Balancing Performance, Cost, and ESG Using Graph Analytics

In today’s AI landscape, GPUs are often seen as the go-to solution for intensive computing, but at Ultipa, we’ve proven that there’s a better way. With our unique CPU-centric architecture—leveraging both X86 and ARM platforms—we’ve achieved 5-10x performance improvements compared to traditional GPU-based systems, all while lowering total cost of ownership (TCO) by 70% and cutting energy consumption by 75%.

This isn’t just theory; our architecture is already powering real-world applications for global customers, including financial institutions, revenue agencies, supply chain enterprises, and organizations undergoing digital transformation. Looking ahead, we are partnering with CPU, FPGA and ASIC manufacturers to further optimize costs and energy efficiency while pushing the performance envelope even further. This approach ensures superior TCO, ROI, and time-to-value (TTV), making it a future-proof solution for AI infrastructure.

Join us to learn how our graph-augmented XAI framework is reshaping the AI infrastructure landscape, delivering unmatched performance, sustainability, and value to our customers.

12 December 2024, 01:25 PM

Lightning Talk Stage

01:25 PM - 01:45 PM

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About The Speakers

Ricky Sun

Ricky Sun

Founder & CEO, Ultipa

A serial entrepreneur, world-class high-performance storage and computing system expert, started his career in the heart of Silicon Valley with his professor a year before his graduation from Santa Clara University. Over the past 20+ years, he went through 3 M&A, while Ultipa is his 4th venture.

Location

Convene 133 Houndsditch

133 Houndsditch, London

Neo4j

Neo4j, the Graph Database & Analytics leader, helps organizations find hidden relationships and patterns across billions of data connections deeply, easily, and quickly.

Platinum Sponsor

Ontotext

Connect the dots of your data! Ontotext helps enterprises to lower data management costs by up to 30%, enable data fabric architectures, create digital twins, utilize Graph RAG benefits, and take information delivery from days to minutes!

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Semantic Web Company / PoolParty

The vendor of PoolParty Semantic Suite. Graph-based text mining, recommender systems, and data fabric solutions.

Gold Sponsor

yWorks

yWorks specializes in the development of professional software solutions that enable the clear visualization of diagrams and networks.

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Oracle

We’re a cloud tech company that provides organisations around the world with computing infrastructure and software to help them innovate, unlock efficiencies and become more effective. We also created the world’s first – and only – autonomous database to help organise and secure our customers’ data.

Gold Sponsor

Ultipa

Ultipa builds next-gen graph XAI & real-time database empowering smart enterprises w/ smooth digital transformations.

Sliver Sponsor

Oxford Semantic Technologies

Oxford Semantic Technologies (OST) spun out from the University of Oxford and was acquired by Samsung in 2024. OST provides AI software to extract insights from big data, solving issues like medical diagnostics and financial crime. One founder is a BCS Lovelace Medal winner.

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FlureeDB

Web3 data platform built on standards. Fluree powers connected, secure, and agile data ecosystems.

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Senzing

Senzing is the first to deliver real-time, artificial intelligence for entity resolution. Senzing software enables organizations of all sizes to gain highly accurate and valuable insights about who is who and who is related to whom in data.

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Semantic Partners

We partner with you, and your chosen semantic stack, to liberate your data's meaning from isolated silos.

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Epsilla

All-in-one platform to create AI agents powered by your private data and knowledge. Make GenAI prototype to production 10 times faster. We are backed by Y Combinator. Start free today: https://epsilla.com

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Neural Alpha

Since 2016 Neural Alpha have delivered cutting edge, sustainability centric Connected Data solutions for blue-chip corporates, financial institutions, Governments and NGOs. Our bespoke software & data solutions fuse AI, Knowledge Graphs, Taxonomies & other technologies for unprecedented insights.

Sliver Sponsor

GraphWise

Graphwise, born from the merger of Ontotext and Semantic Web Company, empowers enterprises to maximize AI ROI with trusted knowledge graph and semantic AI solutions, employing over 200 people globally across North America, Europe, and APAC.

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