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In-person
19-22 March
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Thursday, March 21 • 11:55 - 12:30
Is There Room for Improving Kubernetes’ HPA? - Berta Serracanta Pujol, UPC Barcelona Tech; Gabor Retvari, L7mp Technologies; Alberto Rodriguez-Natal, Cisco

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Our research introduces a control theory-based model of Kubernetes' Horizontal Pod Autoscaler (HPA). We have analyzed the current model of HPA and identified that, although it stabilizes resource utilization effectively, there is potential for improvement in the convergence time. Our proposed framework focuses on a more efficient information distribution strategy, extending from primary microservices to their peripheral counterparts. This approach aims to refine the HPA's responsiveness to fluctuating demands, potentially leading to more rapid adjustments in resource allocation.

Speakers
avatar for Alberto Rodriguez-Natal

Alberto Rodriguez-Natal

Tech Lead, Cisco
Alberto is a Sr. Tech Lead in the Enterprise Networking CTO team at Cisco, working on network virtualization, systems architecture, and protocol design. Before joining Cisco, he earned a PhD in Software-Defined Networking at BarcelonaTech.
avatar for Gábor Rétvári

Gábor Rétvári

PhD, L7mp Technologies (https://l7mp.io)
Gábor Rétvári is co-founder and CTO of L7mp Technologies, and an Associate Professor at BME. He co-founded L7mp Technologies with one ambitious goal: make real-time communications just another boring Kubernetes workload. An expert group of industry specialists and academic researchers... Read More →
avatar for Berta Serracanta Pujol

Berta Serracanta Pujol

PhD Candidate, UPC Barcelona Tech
Berta Serracanta is a PhD candidate at BarcelonaTech. Her research focuses on network-enabled application acceleration, exploring the integration of network and application layers, and the optimization of distributed systems for enhanced operational efficiency.



Thursday March 21, 2024 11:55 - 12:30 CET
Pavilion 7 | Level 7.3 | S06
  Emerging + Advanced
  • Content Experience Level Any