Pregelix Publications

• Pregelix: Big(ger) Graph Analytics on A Dataflow Engine,
  Yingyi Bu, Vinayak Borkar, Jianfeng Jia, Michael J. Carey, Tyson Condie.
  In Proceedings of the Very Large Database Endowment, Volume 8 (VLDB 2015). Kohala, Hawaii, August 31 - September 5, 2015.


• A Bloat-Aware Design for Big Data Applications,
  Yingyi Bu, Vinayak Borkar, Guoqing Xu, and Michael J. Carey.
  In Proceedings of the 2013 ACM SIGPLAN International Symposium on Memory Management (ISMM 2013). Seattle, WA, June 20-21, 2013.


• Declarative Systems for Large-Scale Machine Learning,
  Vinayak Borkar, Yingyi Bu, Michael J. Carey, Joshua Rosen, Neoklis Polyzotis, Tyson Condie, Markus Weimer, Raghu Ramakrishnan.
  IEEE Data Engineering Bulletin. Volume 35, Number 2, June 2012.


• Scaling Datalog for Machine Learning on Big Data,
  Yingyi Bu, Vinayak Borkar, Michael J. Carey, Joshua Rosen, Neoklis Polyzotis, Tyson Condie, Markus Weimer, Raghu Ramakrishnan.
  CoRR Tech. Report, March 2012.