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UID:pretalx-devconf-us-2026-7CCPUA@pretalx.devconf.info
DTSTART;TZID=EST:20260925T090000
DTEND;TZID=EST:20260925T091500
DESCRIPTION:AI workloads are exposing the limits of traditional scheduling 
 assumptions in Kubernetes. When GPUs and other specialized accelerators en
 ter the picture\, platform design becomes far more complex. This session e
 xplains how Kubernetes must evolve to support accelerated computing at sca
 le\, with a focus on GPU allocation\, Dynamic Resource Allocation (DRA)\, 
 scheduling behavior\, quota design\, and capacity planning. The talk conne
 cts these technical mechanisms to the broader goal of building reliable an
 d efficient AI platforms. Attendees will understand the operational implic
 ations of running accelerated workloads\, the common pitfalls teams encoun
 ter\, and the architectural patterns that can help improve fairness\, util
 ization\, and performance.
DTSTAMP:20260727T165131Z
LOCATION:Ladd Room (Capacity 170)
SUMMARY:GPUs\, DRA\, and Smarter Scheduling for AI: Preparing Kubernetes fo
 r Accelerated Workloads - Heber Romero Tellez\, Ismael Flores
URL:https://pretalx.devconf.info/devconf-us-2026/talk/7CCPUA/
END:VEVENT
BEGIN:VEVENT
UID:pretalx-devconf-us-2026-8KHTEE@pretalx.devconf.info
DTSTART;TZID=EST:20260925T102000
DTEND;TZID=EST:20260925T105500
DESCRIPTION:KubeVirt is changing the conversation around modernization by a
 llowing organizations to run virtual machines and containers side by side 
 on Kubernetes. This session removes the confusion and fear often associate
 d with the technology by explaining how KubeVirt works\, what use cases it
  solves\, and how it can help unify operations across traditional and clou
 d native workloads. The talk covers virtual machine lifecycle management\,
  networking\, storage\, day-2 operations\, and the practical trade-offs of
  adopting KubeVirt in enterprise environments. Attendees will see how plat
 form teams can reduce fragmentation\, simplify operations\, and create a c
 ommon control plane for both legacy and modern applications.
DTSTAMP:20260727T165131Z
LOCATION:101 (Capacity 48)
SUMMARY:KubeVirt Without Fear: Running VMs and Containers Together on One P
 latform - Heber Romero Tellez\, Joel Hernandez
URL:https://pretalx.devconf.info/devconf-us-2026/talk/8KHTEE/
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