CloudIntelligence Room

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Room nameCloudIntelligence Room

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Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

	11:00 - 11:05	OpeningCloudIntelligence at CloudIntelligence Room

11:05 - 11:35	KeynoteCloudIntelligence at CloudIntelligence Room Chair(s): Qingwei Lin Microsoft Research, Beijing, China

11:05 30m Keynote		From Software Analytics to Cloud Intelligence – Reflection and Path Forward  CloudIntelligence Dongmei Zhang Microsoft Research

11:35 - 11:55	Invited Talk #1CloudIntelligence at CloudIntelligence Room Chair(s): Qingwei Lin Microsoft Research, Beijing, China

11:35 20m Talk		Towards Autonomous IT Operations through Artificial Intelligence CloudIntelligence Dan Pei Tsinghua University

11:55 - 12:55	Technical paper session #1CloudIntelligence at CloudIntelligence Room Chair(s): Qingwei Lin Microsoft Research, Beijing, China

11:55 15m Paper		PerfEstimator: A Generic and Extensible Performance Estimator for Data Parallel DNN Training CloudIntelligence Chengru Yang University of Science and Technology of China, Zhehao Li University of Science and Technology of China, Chaoyi Ruan University of Science and Technology of China, Guanbin Xu University of Science and Technology of China, Cheng Li University of Science and Technology of China, Ruichuan Chen Nokia Bell Labs, Feng Yan University of Nevada Reno
12:10 15m Paper		Kmon: An In-kernel Transparent Monitoring System for Microservice Systems with eBPF CloudIntelligence Tianjun Weng Sun Yat-Sen University, Wanqi Yang Sun Yat-Sen University, Guangba Yu Sun Yat-Sen University, Pengfei Chen Sun Yat-Sen University, Jieqi Cui Sun Yat-Sen University, Chuanfu Zhang Sun Yat-Sen University
12:25 15m Paper		TraceLingo: Trace representation and learning for performance issue diagnosis in cloud services CloudIntelligence Yong Xu Microsoft, China, Yaokang Zhu Microsoft Research Asia, Bo Qiao Microsoft Research, Beijing, China, Hongshu Che Microsoft Research, Beijing, China, Pu Zhao Microsoft Research, Beijing, China, Xu Zhang Microsoft Research, Beijing, China, Ze Li Microsoft, USA, Yingnong Dang Microsoft, USA, Qingwei Lin Microsoft Research, Beijing, China
12:40 15m Paper		MicroDiag: Fine-grained Performance Diagnosis for Microservice Systems CloudIntelligence Li Wu Elastisys AB/Technische Universität Berlin, Johan Tordsson Elastisys AB, Jasmin Bogatinovski , Erik Elmroth Elastisys AB/Umea University, Odej Kao Technische Universität Berlin

13:55 - 14:15	Invited Talk #2CloudIntelligence at CloudIntelligence Room Chair(s): Qingwei Lin Microsoft Research, Beijing, China

13:55 20m Talk		Large-Scale Trace Analysis for Microservice Architecture Understanding and Fault Analysis CloudIntelligence Xin Peng Fudan University, China

14:15 - 15:00	Technical Paper Session #2CloudIntelligence at CloudIntelligence Room Chair(s): Qingwei Lin Microsoft Research, Beijing, China

14:15 15m Paper		Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models CloudIntelligence Jasmin Bogatinovski , Harald Ott TU Berlin, Alexander Acker , Sasho Nedelkoski TU Berlin, Odej Kao Technische Universität Berlin
14:30 15m Paper		Rapid Trend Prediction for Large-Scale Cloud Database KPIs by Clustering CloudIntelligence Xiaoling Wang Northwestern Polytechnical University, Ning Li School of Computer Science, Northwestern Polytechnical University, Lijun Zhang Northwestern Polytechnical University, Xiaofang Zhang Northwestern Polytechnical University, Qiong Zhao Bank of Communications
14:45 15m Paper		Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies CloudIntelligence Dominik Scheinert Technische Universität Berlin, Alexander Acker , Lauritz Thamsen TU Berlin, Morgan Geldenhuys Technische Universität Berlin, Odej Kao Technische Universität Berlin

15:00 - 16:00	Panel #1CloudIntelligence at CloudIntelligence Room Chair(s): Xin Peng Fudan University, China

15:00 60m Meeting		Panel #1 - How to accelerate collaboration on Cloud Intelligence across academia and industry? CloudIntelligence Dan Pei Tsinghua University, Shan Lu University of Chicago, Odej Kao Technische Universität Berlin, Ranjita Bhagwan Microsoft Research India, Hongyu Zhang The University of Newcastle

16:30 - 17:20	Project Showcase SessionCloudIntelligence at CloudIntelligence Room Chair(s): Yingnong Dang Microsoft, USA

16:30 12m Demonstration		Building a Secured Data Intelligence Platform CloudIntelligence Conan Yang Salesforce
16:42 12m Demonstration		Infusing ML into VM Provisioning in Cloud CloudIntelligence Chuan Luo Microsoft Research, China, Randolph Yao Microsoft, USA, Bo Qiao Microsoft Research, Beijing, China, Qingwei Lin Microsoft Research, Beijing, China, Tri M. Tran Microsoft Azure, Gil Shafriri Microsoft Azure, Yingnong Dang Microsoft, USA, Raphael Ghelman Microsoft Azure, Pulak Goyal Microsoft Azure, Eli Cortez Microsoft Azure, Daud Howlader Microsoft Azure, Sushant Rewaskar Microsoft Azure, Murali Chintalapati Microsoft Azure, Dongmei Zhang Microsoft Research
16:55 12m Demonstration		F3: Fault Forecasting Framework for Cloud Systems CloudIntelligence Chuan Luo Microsoft Research, China, Pu Zhao Microsoft Research, Beijing, China, Bo Qiao Microsoft Research, Beijing, China, Youjiang Wu Microsoft, USA, Yingnong Dang Microsoft, USA, Murali Chintalapati Microsoft Azure, Susy Yi Microsoft 365, Paul Wang Microsoft 365, Andrew Zhou Microsoft 365, Saravanakumar Rajmohan Microsoft Office, United States, Qingwei Lin Microsoft Research, Beijing, China, Dongmei Zhang Microsoft Research
17:07 12m Demonstration		SEAT: statistically sound infra-side deployment and integration testing CloudIntelligence Nutcha Temiyasathit Facebook, Tao Yang Facebook, Karan Luthra Facebook, Nick Ruff Facebook, Petar Zuljevic Facebook, Ethan Benowitz Facebook, Boris Baracaldo Facebook, Oytun Eskiyenenturk Facebook, Xin Fu Facebook

17:20 - 17:40	Invited Talk #3CloudIntelligence at CloudIntelligence Room Chair(s): Siddhartha Sen

17:20 20m Talk		Leveraging ML to Handle the Increasing Complexity of the Cloud CloudIntelligence Christina Delimitriou Cornell University

17:40 - 18:00	Invited Talk #4CloudIntelligence at CloudIntelligence Room Chair(s): Siddhartha Sen

17:40 20m Talk		AIOps: Automating and Optimizing IT Operations Management with AI CloudIntelligence Rama Akkiraju IBM

18:30 - 19:30	Panel #2CloudIntelligence at CloudIntelligence Room Chair(s): Siddhartha Sen

18:30 60m Meeting		Panel #2 - How to accelerate collaboration on Cloud Intelligence across academia and industry? CloudIntelligence Jim Kleewein Microsoft, Christina Delimitriou Cornell University

Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change


Room	11:00						30						12:00						30						13:00						30						14:00						30						15:00						30						16:00						30						17:00						30						18:00						30						19:00						30
CloudIntelligence Room	CloudIntelligence Opening	CloudIntelligence Keynote						CloudIntelligence Invited Talk #1				CloudIntelligence Technical paper session #1																								CloudIntelligence Invited Talk #2				CloudIntelligence Technical Paper Session #2									CloudIntelligence Panel #1																		CloudIntelligence Project Showcase Session										CloudIntelligence Invited Talk #3				CloudIntelligence Invited Talk #4										CloudIntelligence Panel #2

Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change


Room	11:00			15			30			45			12:00			15			30			45			13:00			15			30			45			14:00			15			30			45			15:00			15			30			45			16:00			15			30			45			17:00			15			30			45			18:00			15			30			45			19:00			15			30			45
CloudIntelligence Room		CloudIntelligence From Software Analytics to Cloud Intelligence – Reflection and Path For ... 11:05 - 11:35						CloudIntelligence Towards Autonomous IT Operations through Artificial Intelligence 11:35 - 11:55				CloudIntelligence PerfEstimator: A Generic and Extensible Performance Estimator for Data ... 11:55 - 12:10			CloudIntelligence Kmon: An In-kernel Transparent Monitoring System for Microservice Syste ... 12:10 - 12:25			CloudIntelligence TraceLingo: Trace representation and learning for performance issue dia ... 12:25 - 12:40			CloudIntelligence MicroDiag: Fine-grained Performance Diagnosis for Microservice Systems 12:40 - 12:55															CloudIntelligence Large-Scale Trace Analysis for Microservice Architecture Understanding ... 13:55 - 14:15				CloudIntelligence Robust and Transferable Anomaly Detection in Log Data using Pre-Trained ... 14:15 - 14:30			CloudIntelligence Rapid Trend Prediction for Large-Scale Cloud Database KPIs by Clustering 14:30 - 14:45			CloudIntelligence Learning Dependencies in Distributed Cloud Applications to Identify and ... 14:45 - 15:00			CloudIntelligence Panel #1 - How to accelerate collaboration on Cloud Intelligence across ... 15:00 - 16:00																		CloudIntelligence Building a Secured Data Intelligence Platform 16:30 - 16:42		CloudIntelligence Infusing ML into VM Provisioning in Cloud 16:42 - 16:55			CloudIntelligence F3: Fault Forecasting Framework for Cloud Systems 16:55 - 17:07		CloudIntelligence SEAT: statistically sound infra-side deployment and integration testing 17:07 - 17:20			CloudIntelligence Leveraging ML to Handle the Increasing Complexity of the Cloud 17:20 - 17:40				CloudIntelligence AIOps: Automating and Optimizing IT Operations Management with AI 17:40 - 18:00										CloudIntelligence Panel #2 - How to accelerate collaboration on Cloud Intelligence across ... 18:30 - 19:30

Room information: CloudIntelligence Room

Go directly to this room on Clowdr

Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

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Room information: CloudIntelligence Room

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Sat 29 MayDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

Sat 29 MayDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

CloudIntelligence

Sat 29 MayDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

Information for Participants

Information for Participants

Information for Participants

Information for Participants

Information for Participants

Information for Participants

Information for Participants

Information for Participants

Information for Participants

Information for Participants

Information for Participants

Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

Sat 29 May
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change