PTN Events

Emerging Cognitive Computing: Machine learning at the edge for the oil and gas industry

Ivan Scattergood

CTO at OctaiPipe

Session Description
Ivan Scattergood, the CTO of OctaiPipe, a driving force in the world of edge AI for IoT. Ivan’s journey started as a contractor at T-DAB, eventually becoming a vital part of the company. With a background in Cybernetics and control engineering, his expertise predates the rise of machine learning. Ivan’s insightful contributions at our Oil & Gas Digital Twin Conference 2023 are explored in this blog, shedding light on his impactful presentations.

In the world of oil and gas, new technology is making things better. One of these cool technologies is called “cognitive computing.” It’s like teaching computers to learn and make smart decisions. One important part of this is “machine learning,” where computers learn from data. But there’s a new twist – instead of sending all the data to a faraway computer, we can teach computers right where the data is, like at the oil and gas sites. This makes things faster, safer, and cheaper. Let’s see how! A Better Way: Normally, data from different machines goes to a big computer far away for learning. But this costs a lot, can be risky for privacy, and takes time. OctaiPipe, a smart system, is changing this. It helps computers learn on the spot, without moving data around too much. This saves money, makes things more secure, and follows rules like GDPR and the Cyber Resilience Act. Learning on the spot also means decisions happen quicker, and data stays safe since it doesn’t travel far. With OctaiPipe’s cool idea, the oil and gas industry can be more efficient, save money, and keep things safe and private.

Key Topics
  • Traditionally, data is moved from extremely abundant devices & centralised into the cloud for AI. This is expensive, causes privacy risks, increases latency, depends too much on constant device connection.
  • OctaiPipe, is a ML Ops platform designed to implement Federated learning on IoT devices. Its innovative approach to training machine learning models at the edge reduces the need to centralise data
  • This massively reduces the cost of data transfer, increases Cyber security, compliance and it lowers legal risks including the GDPR & Cyber Resilience Act

For more on this conference or session access, reach out to us at  info@ptnevents.com with your inquiries.

Register Now

    Leverage Digital Twin Technology to boost Profitability and Strategies to Maximize Efficiencies in Oil & Gas Operations.

    Oil & Gas Digital Twin Conference 2024 creates an Opportunities to boost Profitability and Strategies to Maximize Efficiencies in Oil and Gas Production.

    An exclusive virtual event consisting of top-level content and thought leadership discussions exploring the digital twin ecosystem.
    Visit Conference
    DTWIN - 2024

    About the author

    PTN Events

    Creating Opportunities By Connecting People!

    PTN Events is a global business events and consulting firm that provides a wide range of business services to a diversified client base. A leading organiser of commercial and knowledge based top-level conferences, managed by a group of specialists with more than a decade of combined expertise in successfully developing business events, trainings and consulting for corporates, governments, associations and high-net-worth individuals across the world.

    We are known for our smooth event delivery. Our staff have been directing, producing, managing and digitizing top-level conferences that connect businesses with opportunities through conferences, expos, demand generation and consulting services. Check out our latest upcoming flagship events : www.ptnevents.com/conference/

    Explore related sessions