2020

  1. [ICSE 2020] HeteroRefactor: Refactoring for Heterogeneous Computing with FPGA Aishwarya Sivaraman, Jason Lau, Qian Zhang, Muhammad Ali Gulzar, Jason Cong, and Miryung Kim In 2020 IEEE/ACM 42nd International Conference on Software Engineering (ICSE) 2020 12 Pages. Full Paper. 20.9% Acceptance Rate

2019

  1. [ESEC/FSE 2019] White-box Testing of Big Data Analytics with Complex User-defined Functions Muhammad Ali Gulzar, Shaghayegh Mardani, Madanlal Musuvathi, and Miryung Kim In Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering 2019 12 Pages. Full Paper. 24.4% Acceptance Rate
  2. [SoCC 2019] PerfDebug: Performance Debugging of Computation Skew in Dataflow Systems Jason Teoh, Muhammad Ali Gulzar, Harry Xu, and Miryung Kim In Proceedings of the 2019 Symposium on Cloud Computing 2019 12 Pages. Full Paper. 24.8% Acceptance Rate
  3. [ICSE SEIP 2019] Perception and Practices of Differential Testing Muhammad Ali Gulzar, Yongkang Zhu, and Xiaofeng Han In Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice 2019 10 Pages. Full Paper. 22.2% Acceptance Rate

2018

  1. [ICDCS 2018] LogLens: A Real-Time Log Analysis System Biplob Debnath, Mohiuddin Solaimani, Muhammad Ali Gulzar, Nipon Arora, Cristian Lumezanu, Jianwu Xu, Bo Zong, Hui Zhang, Guofei Jiang, and Latifur Khan In 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS) 2018 11 Pages. Full Paper. 20.6% Acceptance Rate
  2. [VLDB Journal 2018] Adding Data Provenance Support to Apache Spark Matteo Interlandi, Ari Ekmekji, Kshitij Shah, Muhammad Ali Gulzar, Sai Deep Tetali, Miryung Kim, Todd Millstein, and Tyson Condie The VLDB Journal 2018 21 Pages. VLDB Journal Paper.
  3. [ESEC/FSE Demo 2018] BigSift: Automated Debugging of Big Data Analytics in Data-intensive Scalable Computing Muhammad Ali Gulzar, Siman Wang, and Miryung Kim In Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering 2018 4 Pages. Demonstration Paper. 38.8% Acceptance Rate
  4. [ICSE ACM Student Research Competition 2018] Interactive and Automated Debugging for Big Data Analytics ( ACM Student Research Competition Gold Medal Winner) Muhammad Ali Gulzar In Proceedings of the 40th International Conference on Software Engineering: Companion Proceeedings 2018 3 Pages. Short Paper.

2017

  1. [SoCC 2017] Automated Debugging in Data-intensive Scalable Computing Muhammad Ali Gulzar, Matteo Interlandi, Xueyuan Han, Mingda Li, Tyson Condie, and Miryung Kim In Proceedings of the 2017 Symposium on Cloud Computing 2017 15 Pages. Full Paper. 23.6% Acceptance Rate
  2. [SIGMOD Demo 2017] Debugging Big Data Analytics in Spark with BigDebug Muhammad Ali Gulzar, Matteo Interlandi, Tyson Condie, and Miryung Kim In Proceedings of the 2017 ACM International Conference on Management of Data 2017 4 Pages. Demonstration Paper. 34% Acceptance Rate

2016

  1. [ICSE 2016] BigDebug: Debugging Primitives for Interactive Big Data Processing in Spark Muhammad Ali Gulzar, Matteo Interlandi, Seunghyun Yoo, Sai Tetali, Tyson Condie, Todd Millstein, and Miryung Kim In 2016 IEEE/ACM 38th International Conference on Software Engineering (ICSE) 2016 12 Pages. Full Paper. 19.1% Acceptance Rate
  2. [SoCC 2016] Optimizing Interactive Development of Data-Intensive Applications Matteo Interlandi, Sai Deep Tetali, Muhammad Ali Gulzar, Joseph Noor, Tyson Condie, Miryung Kim, and Todd Millstein In Proceedings of the Seventh ACM Symposium on Cloud Computing 2016 13 Pages. Full Paper. 25.1% Acceptance Rate
  3. [VLDB 2016] Titian: Data Provenance Support in Spark ( The "Best of VLDB" Paper) Matteo Interlandi, Kshitij Shah, Sai Deep Tetali, Muhammad Ali Gulzar, Seunghyun Yoo, Miryung Kim, Todd Millstein, and Tyson Condie Proc. VLDB Endow. 2016 12 Pages. Full Paper. 21.2% Acceptance Rate
  4. [HotCloud 2016] Interactive Debugging for Big Data Analytics Muhammad Ali Gulzar, Xueyuan Han, Matteo Interlandi, Shaghayegh Mardani, Sai Deep Tetali, Todd Millstein, and Miryung Kim In 8th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 16) 2016 7 Pages. Workshop Paper. 30.8% Acceptance Rate
  5. [ESEC/FSE Demo 2016] BigDebug: Interactive Debugger for Big Data Analytics in Apache Spark Muhammad Ali Gulzar, Matteo Interlandi, Tyson Condie, and Miryung Kim In Proceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering 2016 5 Pages. Demonstration Paper. 40.1% Acceptance Rate

2015

  1. [PACIS 2015] A Classification Based Framework to Predict Viral Threads Hashim Sharif, Saad Ismail, Shehroze Farooqi, Mohammad Taha Khan, Muhammad Ali Gulzar, Hasnain Lakhani, Fareed Zaffar, and Ahmed Abbasi In The Pacific Asia Conference on Information Systems (PACIS) 2015 13 Pages. Full Paper.