Papers and Publications

Automated Debugging in Data-Intensive Scalable Computing.
Muhammad Ali Gulzar, Matteo Interlandi, Xueyuan Han, Mingda Li, Tyson Condie, Miryung Kim. Proceedings of the 2017 Symposium on Cloud Computing, (SoCC '17). 15 Pages

Adding data provenance support to Apache Spark.
Matteo Interlandi, Ari Ekmekji, Kshitij Shah, Muhammad Ali Gulzar, Sai Deep Tetali, Miryung Kim, Todd Millstein, Tyson Condie. The International Journal on Very Large Data Bases. 20 Pages

Debugging Big Data Analytics in Spark with BigDebug.
Muhammad Ali Gulzar, Matteo Interlandi, Tyson Condie, Miryung Kim. Proceedings of The 2017 ACM SIGMOD/PODS Conference (SIGMOD '17), Demonstration Track. 4 Pages

BigDebug: Interactive Debugger for Big Data Analytics in Apache Spark.
Muhammad Ali Gulzar, Matteo Interlandi, Tyson Condie, Miryung Kim. The 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE '16), Demonstration Track. 4 Pages

Interactive Debugging for Big Data Analytics
Muhammad Ali Gulzar, Xueyuan Han, Matteo Interlandi, Shaghayegh Mardani, Sai Deep Tetali, Tyson Condie, Todd Millstein, Miryung Kim. The 8th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud '16). 5 Pages

BigDebug: Debugging Primitives for Interactive Big Data Processing in Spark.
Muhammad Ali Gulzar, Matteo Interlandi, Seunghyun Yoo, Sai Tetali, Tyson Condie, Todd Millstein, Miryung Kim. The 38th International Conference on Software Engineering 2016. 12 Pages

Optimizing Interactive Development of Data-Intensive Applications
Matteo Interlandi, Sai Deep Tetali, Muhammad Ali Gulzar, Joseph Noor, Tyson Condie, Miryung Kim, Todd Millstein. The 7th ACM Symposium on Cloud Computing (SoCC '16). 12 Pages

Titian: Data Provenance Support in Spark.
Matteo Interlandi, Kshitij Shah, Sai Tetali, Muhammad Ali Gulzar, Seunghyun Yoo, Miryung Kim, Todd Millstein, Tyson Condie To appear in The 42nd International Conference on Very Large Data Bases 2016. PVLDB Volume 9 Issue 3. 12 Pages

A Classification Based Framework to Predict Viral Threads.
Hashim Sharif, Saad Ismail,Shahroz Farooqi, Muhammad Khan, Muhammad Ali Gulzar, Hasnian Lakhani, Fareed Zaffar, Ahmed Abbasi. The 19th Pacific Asia Conference on Information Systems 2015 Proceedings. Paper 134. 12 Pages