SCORE 2021
Sat 22 - Sun 30 May 2021
co-located with
ICSE 2021
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Room information: CloudIntelligence Room
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CloudIntelligence Room
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CloudIntelligence Room
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Sat 29 May
Displayed time zone:
Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna
change
11:00 - 11:05
Opening
CloudIntelligence
at
CloudIntelligence Room
11:05 - 11:35
Keynote
CloudIntelligence
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 #1
CloudIntelligence
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 #1
CloudIntelligence
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 #2
CloudIntelligence
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 #2
CloudIntelligence
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 #1
CloudIntelligence
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 Session
CloudIntelligence
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 #3
CloudIntelligence
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 #4
CloudIntelligence
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 #2
CloudIntelligence
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
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12:00
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15:00
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17:00
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18:00
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19:00
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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
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12:00
15
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15
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17:00
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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
Information for Participants
Sat 29 May 2021 11:00 - 11:05 at
CloudIntelligence Room
-
Opening
Info for room
CloudIntelligence Room
:
Go directly to this room on
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Information for Participants
Sat 29 May 2021 11:05 - 11:35 at
CloudIntelligence Room
-
Keynote
Chair(s):
Qingwei Lin
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CloudIntelligence Room
:
Go directly to this room on
Clowdr
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Sat 29 May 2021 11:35 - 11:55 at
CloudIntelligence Room
-
Invited Talk #1
Chair(s):
Qingwei Lin
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CloudIntelligence Room
:
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Clowdr
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Sat 29 May 2021 11:55 - 12:55 at
CloudIntelligence Room
-
Technical paper session #1
Chair(s):
Qingwei Lin
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CloudIntelligence Room
:
Go directly to this room on
Clowdr
Information for Participants
Sat 29 May 2021 13:55 - 14:15 at
CloudIntelligence Room
-
Invited Talk #2
Chair(s):
Qingwei Lin
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CloudIntelligence Room
:
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Clowdr
Information for Participants
Sat 29 May 2021 14:15 - 15:00 at
CloudIntelligence Room
-
Technical Paper Session #2
Chair(s):
Qingwei Lin
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CloudIntelligence Room
:
Go directly to this room on
Clowdr
Information for Participants
Sat 29 May 2021 15:00 - 16:00 at
CloudIntelligence Room
-
Panel #1
Chair(s):
Xin Peng
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CloudIntelligence Room
:
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Sat 29 May 2021 16:30 - 17:20 at
CloudIntelligence Room
-
Project Showcase Session
Chair(s):
Yingnong Dang
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CloudIntelligence Room
:
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Clowdr
Information for Participants
Sat 29 May 2021 17:20 - 17:40 at
CloudIntelligence Room
-
Invited Talk #3
Chair(s):
Siddhartha Sen
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CloudIntelligence Room
:
Go directly to this room on
Clowdr
Information for Participants
Sat 29 May 2021 17:40 - 18:00 at
CloudIntelligence Room
-
Invited Talk #4
Chair(s):
Siddhartha Sen
Info for room
CloudIntelligence Room
:
Go directly to this room on
Clowdr
Information for Participants
Sat 29 May 2021 18:30 - 19:30 at
CloudIntelligence Room
-
Panel #2
Chair(s):
Siddhartha Sen
Info for room
CloudIntelligence Room
:
Go directly to this room on
Clowdr
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Fri 8 Nov 22:50