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ESEC/FSE 2021
Thu 19 - Sat 28 August 2021 Clowdr Platform
Fri 27 Aug 2021 16:00 - 16:10 - Architectures & Design—Cloud Computing 1 Chair(s): Luciano Baresi, Yu Kang
Sat 28 Aug 2021 04:00 - 04:10 - Architectures & Design—Cloud Computing 1 Chair(s): Yu Kang

Serverless computing is an emerging paradigm for cloud computing, gaining traction in a wide range of applications such as video processing and machine learning. This new paradigm allows developers to focus on the development of the logic of serverless computing based applications (abbreviated as \textit{serverless-based applications}) in the granularity of function, thereby freeing developers from tedious and error-prone infrastructure management. Meanwhile, it also introduces new challenges on the design, implementation, and deployment of serverless-based applications, and current serverless computing platforms are far away from satisfactory. However, to the best of our knowledge, these challenges have not been well studied. To fill this knowledge gap, this paper presents the first comprehensive study on understanding the challenges in developing serverless-based applications from the developers’ perspective. We mine and analyze 22,731 relevant questions from Stack Overflow (a popular Q&A website for developers), and show the increasing popularity trend and the high difficulty level of serverless computing for developers. Through manual inspection of 619 sampled questions, we construct a taxonomy of challenges that developers encounter, and report a series of findings and actionable implications. Stakeholders including application developers, researchers, and cloud providers can leverage these findings and implications to better understand and further explore the serverless computing paradigm.

Fri 27 Aug

Displayed time zone: Athens change

16:00 - 17:00
Architectures & Design—Cloud Computing 1Research Papers / Industry Papers +12h
Chair(s): Luciano Baresi Politecnico di Milano, Yu Kang Microsoft Research, Beijing, China
16:00
10m
Paper
An Empirical Study on Challenges of Application Development in Serverless Computing
Research Papers
Jinfeng Wen Peking University, Zhenpeng Chen Peking University, Yi Liu Peking University, Yiling Lou Purdue University, Yun Ma Peking University, Gang Huang Peking University, Xin Jin Peking University, Xuanzhe Liu Peking University
DOI
16:10
10m
Paper
An Empirical Investigation of Practical Log Anomaly Detection for Online Service Systems
Industry Papers
Nengwen Zhao Tsinghua University, Honglin Wang BizSeer, Zeyan Li Tsinghua University, Xiao Peng China Everbright Bank, Gang Wang China Everbright Bank, Zhu Pan China Everbright Bank, Yong Wu China Everbright Bank, Zhen Feng China Everbright Bank, Xidao Wen Tsinghua University, Wenchi Zhang BizSeer, Kaixin Sui BizSeer, Dan Pei Tsinghua University
DOI
16:20
5m
Paper
Effective Low Capacity Status Prediction for Cloud Systems
Industry Papers
Hang Dong Microsoft Research, Si Qin Microsoft Research, Yong Xu Microsoft Research, Bo Qiao Microsoft Research, Shandan Zhou Microsoft Azure, Xian Yang Hong Kong Baptist University, Chuan Luo Microsoft Research, Pu Zhao Microsoft Research, Qingwei Lin Microsoft Research, Hongyu Zhang University of Newcastle, Abulikemu Abuduweili Peking University, Sanjay Ramanujan Microsoft Azure, Karthikeyan Subramanian Microsoft Azure, Andrew Zhou Microsoft 365, Saravanakumar Rajmohan Microsoft 365, Dongmei Zhang Microsoft Research, Thomas Moscibroda Microsoft Azure
DOI
16:25
5m
Paper
Intelligent Container Reallocation at Microsoft 365
Industry Papers
Bo Qiao Microsoft Research, Fangkai Yang Microsoft Research, Chuan Luo Microsoft Research, Yanan Wang Microsoft 365, Johnny Li Microsoft 365, Qingwei Lin Microsoft Research, Hongyu Zhang University of Newcastle, Mohit Datta Microsoft 365, Andrew Zhou Microsoft 365, Thomas Moscibroda Microsoft Azure, Saravanakumar Rajmohan Microsoft 365, Dongmei Zhang Microsoft Research
DOI
16:30
30m
Live Q&A
Q&A (Architectures & Design—Cloud Computing 1)
Research Papers

Sat 28 Aug

Displayed time zone: Athens change

04:00 - 05:00
Architectures & Design—Cloud Computing 1Industry Papers / Research Papers
Chair(s): Yu Kang Microsoft Research, Beijing, China
04:00
10m
Paper
An Empirical Study on Challenges of Application Development in Serverless Computing
Research Papers
Jinfeng Wen Peking University, Zhenpeng Chen Peking University, Yi Liu Peking University, Yiling Lou Purdue University, Yun Ma Peking University, Gang Huang Peking University, Xin Jin Peking University, Xuanzhe Liu Peking University
DOI
04:10
10m
Paper
An Empirical Investigation of Practical Log Anomaly Detection for Online Service Systems
Industry Papers
Nengwen Zhao Tsinghua University, Honglin Wang BizSeer, Zeyan Li Tsinghua University, Xiao Peng China Everbright Bank, Gang Wang China Everbright Bank, Zhu Pan China Everbright Bank, Yong Wu China Everbright Bank, Zhen Feng China Everbright Bank, Xidao Wen Tsinghua University, Wenchi Zhang BizSeer, Kaixin Sui BizSeer, Dan Pei Tsinghua University
DOI
04:20
5m
Paper
Effective Low Capacity Status Prediction for Cloud Systems
Industry Papers
Hang Dong Microsoft Research, Si Qin Microsoft Research, Yong Xu Microsoft Research, Bo Qiao Microsoft Research, Shandan Zhou Microsoft Azure, Xian Yang Hong Kong Baptist University, Chuan Luo Microsoft Research, Pu Zhao Microsoft Research, Qingwei Lin Microsoft Research, Hongyu Zhang University of Newcastle, Abulikemu Abuduweili Peking University, Sanjay Ramanujan Microsoft Azure, Karthikeyan Subramanian Microsoft Azure, Andrew Zhou Microsoft 365, Saravanakumar Rajmohan Microsoft 365, Dongmei Zhang Microsoft Research, Thomas Moscibroda Microsoft Azure
DOI
04:25
5m
Paper
Intelligent Container Reallocation at Microsoft 365
Industry Papers
Bo Qiao Microsoft Research, Fangkai Yang Microsoft Research, Chuan Luo Microsoft Research, Yanan Wang Microsoft 365, Johnny Li Microsoft 365, Qingwei Lin Microsoft Research, Hongyu Zhang University of Newcastle, Mohit Datta Microsoft 365, Andrew Zhou Microsoft 365, Thomas Moscibroda Microsoft Azure, Saravanakumar Rajmohan Microsoft 365, Dongmei Zhang Microsoft Research
DOI
04:30
30m
Live Q&A
Q&A (Architectures & Design—Cloud Computing 1)
Research Papers