ISSTA 2024
Mon 16 - Fri 20 September 2024 Vienna, Austria
co-located with ISSTA/ECOOP 2024
Thu 19 Sep 2024 13:50 - 14:10 at EI 7 - Execution and Profiling Chair(s): Rohan Padhye

Partial code execution is the problem of executing code with missing definitions. The problem has gained recent traction as solutions to the problem could enable various downstream analyses. We propose feedback-directed partial execution, a technique supported by a tool, named Incompleter, that uses the error feedback from executions to enable partial code execution. Incompleter builds on the observation that errors observed during the execution of incomplete snippets often follow similar error patterns. Incompleter takes an incomplete snippet as input and applies rules (e.g., add class, add field, add file, etc.) to resolve the successive dynamic errors it encounters during execution of the snippet. Incompleter stops when the snippet successfully executes or when it reaches certain bounds. Our results indicate that Incompleter outperforms LExecutor, the state-of-the-art in partial execution. For example, considering a dataset of 4.7K incomplete StackOverflow snippets, Incompleter enables the execution of 10% more code snippets compared to LExecutor and covers 23% more statements. We also show that Incompleter’s type inference significantly improves over LExecutor’s type inference, with a 37% higher F1 score.

Thu 19 Sep

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

13:30 - 14:50
Execution and ProfilingTechnical Papers at EI 7
Chair(s): Rohan Padhye Carnegie Mellon University
13:30
20m
Talk
MicroRes: Versatile Resilience Profiling in Microservices via Degradation Dissemination Indexing
Technical Papers
Tianyi Yang Chinese University of Hong Kong, Cheryl Lee Chinese University of Hong Kong, Jiacheng Shen Chinese University of Hong Kong, Yuxin Su Sun Yat-sen University, Cong Feng Huawei Cloud Computing Technology, Yongqiang Yang Huawei Cloud Computing Technology, Michael Lyu Chinese University of Hong Kong
DOI
13:50
20m
Talk
Feedback-Directed Partial Execution
Technical Papers
Ishrak Hayet North Carolina State University, Adam Scott North Carolina State University, Marcelo d'Amorim North Carolina State University
DOI
14:10
20m
Talk
Define-Use Guided Path Exploration for Better Forced Execution
Technical Papers
Dongnan He Renmin University of China, Dongchen Xie Renmin University of China, Yujie Wang Renmin University of China, Wei You Renmin University of China, Bin Liang Renmin University of China, Jianjun Huang Renmin University of China, Wenchang Shi Renmin University of China, Zhuo Zhang Purdue University, Xiangyu Zhang Purdue University
DOI
14:30
20m
Talk
SelfPiCo: Self-Guided Partial Code Execution with LLMs
Technical Papers
Zhipeng Xue , Zhipeng Gao Shanghai Institute for Advanced Study - Zhejiang University, Shaohua Wang Central University of Finance and Economics, Xing Hu Zhejiang University, Xin Xia Huawei, Shanping Li Zhejiang University
DOI

Information for Participants
Thu 19 Sep 2024 13:30 - 14:50 at EI 7 - Execution and Profiling Chair(s): Rohan Padhye
Info for room EI 7:

Map: https://tuw-maps.tuwien.ac.at/?q=CDEG13

Room tech: https://raumkatalog.tiss.tuwien.ac.at/room/15417