DeepTest 2021
Tue 1 Jun 2021
co-located with ICSE 2021
ICSE 2021 (series) / DeepTest 2021 (series) / Workshops /

Room information: CloudIntelligence Room

VenueWorkshops
Room nameCloudIntelligence Room
Room InformationNo extra information available

Information for Participants
Info for room CloudIntelligence Room:

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Program

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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

Room11:003012:003013:003014:003015:003016:003017:003018:003019:0030
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

Room11:0015304512:0015304513:0015304514:0015304515:0015304516:0015304517:0015304518:0015304519:00153045
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