Tech Field Day

The Independent IT Influencer Event

  • Home
    • The Futurum Group
    • FAQ
    • Staff
  • Sponsors
    • Sponsor List
      • 2025 Sponsors
      • 2024 Sponsors
      • 2023 Sponsors
      • 2022 Sponsors
    • Sponsor Tech Field Day
    • Best of Tech Field Day
    • Results and Metrics
    • Preparing Your Presentation
      • Complete Presentation Guide
      • A Classic Tech Field Day Agenda
      • Field Day Room Setup
      • Presenting to Engineers
  • Delegates
    • Delegate List
      • 2025 Delegates
      • 2024 Delegates
      • 2023 Delegates
      • 2022 Delegates
      • 2021 Delegates
      • 2020 Delegates
      • 2019 Delegates
      • 2018 Delegates
    • Become a Field Day Delegate
    • What Delegates Should Know
  • Events
    • All Events
      • Upcoming
      • Past
    • Field Day
    • Field Day Extra
    • Field Day Exclusive
    • Field Day Experience
    • Field Day Live
    • Field Day Showcase
  • Topics
    • Tech Field Day
    • Cloud Field Day
    • Mobility Field Day
    • Networking Field Day
    • Security Field Day
    • Storage Field Day
  • News
    • Coverage
    • Event News
    • Podcast
  • When autocomplete results are available use up and down arrows to review and enter to go to the desired page. Touch device users, explore by touch or with swipe gestures.
You are here: Home / Videos / Enfabrica’s Approach to Solving IO Scaling Challenges in Accelerated Compute Clusters using Networking Silicon

Enfabrica’s Approach to Solving IO Scaling Challenges in Accelerated Compute Clusters using Networking Silicon



AI Field Day 5

Rochan Sankar presented for Enfabrica at AIFD5


This video is part of the appearance, “Enfabrica Presents at AI Field Day 5“. It was recorded as part of AI Field Day 5 at 13:00-14:30 on September 13, 2024.


Watch on YouTube
Watch on Vimeo

Enfabrica, under the leadership of Rochan Sankar, has developed a novel solution to address the I/O scaling challenges in accelerated compute clusters by leveraging networking silicon. Their approach, termed the Accelerated Compute Fabric (ACF), refactors the traditional endpoint attachment to accelerators. Instead of using a single RDMA NIC for each accelerator, Enfabrica’s solution employs a fully connected I/O hub that integrates the functionalities of a PCI switch, an array of NICs, and a network switch into a single device. This ACF card connects to a scalable compute surface on one side and a scalable network surface on the other, facilitating high port density and efficient data movement.

The ACF architecture aims to eliminate inefficiencies in the current system where GPUs communicate through multiple layers of PCI switches and NICs to scale out. By collapsing these layers into a single, more efficient system, Enfabrica’s solution reduces the number of memory copies and improves burst bandwidth to GPUs, thereby enhancing overall compute efficiency. The ACF device supports both scale-up and scale-out interfaces, allowing it to handle memory reads and writes directly into memory spaces and communicate packets over long distances. This design is particularly beneficial for AI workloads, which require rapid and efficient data movement across large compute clusters.

Enfabrica’s ACF device is designed to be compatible with existing programming models and protocols, ensuring seamless integration into current data center architectures. The device supports standard PCIe and CXL interfaces, and its programmability allows for flexible transport and congestion control. By integrating multiple NICs and a crossbar switch within a single chip, the ACF device offers enhanced resiliency and load balancing capabilities. This innovative approach not only addresses the immediate scaling challenges faced by AI and accelerated computing workloads but also positions Enfabrica as a key player in the evolving landscape of data center architecture.

Personnel: Rochan Sankar


  • Bluesky
  • LinkedIn
  • Mastodon
  • RSS
  • Twitter
  • YouTube

Event Calendar

  • May 28-May 29 — Security Field Day 13
  • Jun 4-Jun 5 — Cloud Field Day 23
  • Jun 10-Jun 11 — Tech Field Day Extra at Cisco Live US 2025
  • Jul 9-Jul 10 — Networking Field Day 38
  • Jul 16-Jul 17 — Edge Field Day 4
  • Sep 10-Sep 11 — AI Infrastructure Field Day 3
  • Oct 29-Oct 30 — AI Field Day 7

Latest Links

  • Exploring Cloud Resilience, AI, and Data at Cloud Field Day 23
  • Compliance Does Not Equal Security
  • Meraki Campus Gateway: Cloud-Managed Overlay for Complex Networks
  • Exploring the Future of Cybersecurity at Security Field Day 13
  • 5G Neutral Host: Solving Enterprise Cellular Coverage Gaps

Return to top of page

Copyright © 2025 · Genesis Framework · WordPress · Log in