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Sat 3 May 2025 15:12 - 15:30 at 210 - Session 3 Chair(s): Jian Zhang

Modern cloud applications are commonly developed as microservice systems. Automating the design, operation, and optimization of these systems, has been a longstanding yet an elusive goal due to lack of standardized tools and techniques for converting high-level user requirements into low-level system implementations. With the recent rise of standardizatio tools such as Kubernetes, Blueprint, ServiceWeaver, and OpenTelemetry along with the emergence of LLMs, we believe this goal is now within reach.

In this project showcase, we introduce Cerulean, a modular, extensible, human-in-the-loop system that combines standardized tools with the expressive power of LLMs to automatically generate implementations of microservice systems.

Sat 3 May

Displayed time zone: Eastern Time (US & Canada) change

14:00 - 15:30
Session 3AIOps at 210
Chair(s): Jian Zhang Microsoft
14:00
40m
Keynote
Keynote2: AIOps in the Era of Large Language Models
AIOps
Wahab Hamou-Lhadj Concordia University, Montreal, Canada
14:40
16m
Talk
Automated Lifting for Cloud Infrastructure-as-Code Programs
AIOps
Jingjia Peng University of Michigan, Yiming Qiu University of Michigan, Patrick Tser Jern Kon University of Michigan, Pinhan Zhao University of Michigan, Yibo Huang University of Michigan, Zheng Guo University of California, San Diego, Xinyu Wang University of Michigan, Ang Chen University of Michigan
14:56
16m
Talk
Orchestrating Cross-Layer Anomaly Detection and Mitigation to Address Gray Failures in Large-Scale Cloud Infrastructure
AIOps
Ze Li Microsoft Azure, Chang Lou University of Virginia, Vignatha Yenugutala Microsoft Azure, Vivek Ramamurthy Microsoft Azure, Eion Blanchard Microsoft Azure, Minghua Ma Microsoft, Murali Chintalapati Microsoft Azure
15:12
18m
Talk
Automated Service Design with Cerulean (Project Showcase)
AIOps
Vaastav Anand , Alok Kumbhare Microsoft Research, n.n., Celine Irvene Microsoft, Chetan Bansal Microsoft Research, Gagan Somashekar Microsoft, Jonathan Mace Microsoft, Pedro Las-Casas Microsoft, Rodrigo Fonseca Microsoft Research
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