Publications

• AsterixDB Mid-Flight: A Case Study in Building Systems in Academia

  M. Carey

  Proc. 35th IEEE Int’l. Conf. On Data Engineering (ICDE). Macau, China, April 2019.

• An IDEA: An Ingestion Framework for Data Enrichment in AsterixDB

  X. Wang and M. Carey

  Proc. of the VLDB Endowment, Vol. 12, No. 11, July 2019.

• Efficient Data Ingestion and Query Processing for LSM-Based Storage Systems

  C. Luo and M. Carey

  Proc. of the VLDB Endowment, Vol. 12, No. 5, January 2019.

• A Performance Study of AsterixDB

  K. Ouaknine and M. Carey

  IEEE Int’l. Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD 2017), Boston, MA, December 2017.

• A Performance Study of Big Data Analytics Platforms

  P. Pirzadeh, M. Carey, and T. Westmann

  IEEE Int’l. Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD 2017), Boston, MA, December 2017.

• Drum: A Rhythmic Approach to Interactive Analytics on Large Data

  Jianfeng Jia, Chen Li, Michael J. Carey

  IEEE BigData 2017

• Large-scale Complex Analytics on Semi-structured Datasets using AsterixDB and Spark (demo)

  W. Alkowaileet, S. Alsubaiee, M. Carey, T. Westmann, and Y. Bu

  2016 Int’l. Conf. on Very Large Data Bases, Delhi, India, September 2016.

• Algebricks: A Data Model-Agnostic Compiler Backend for Big Data Languages

  V. Borkar, Y. Bu, E. Carman, N. Onose, T. Westmann, M. Carey, P. Pirzadeh, and V. Tsotras

  Proc. of the ACM Symp. on Cloud Computing, Kohala Coast, Hawaii, September 2015.

• External Data Access and Indexing in AsterixDB

  A. Alamoudi, R. Grover, V. Borkar, and M. Carey

  Proc. of the ACM Int’l. Conf. on Information and Knowledge Management, Melbourne, Australia, October 2015.

• BigFUN: A Performance Study of Big Data Management System Functionality

  P. Pirzadeh, M. Carey, and T. Westmann

  Proc. of the IEEE Int’l. Conf. on Big Data, Santa Clara, CA, October-November 2015.

• A Scalable Parallel XQuery Processor

  E. Carman, V. Borkar, T. Westmann, V. Tsotras, and M. Carey

  Proc. of the IEEE Int’l. Conf. on Big Data, Santa Clara, CA, October-November 2015.

• LSM Based Storage and Indexing: An Old Idea with Timely Benefits

  S. Alsubaiee, M. Carey, and C. Li

  Proc. of the 2nd Int’l. ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data, Melbourne, Australia, June 2015.

• The PigMix Benchmark on Pig, MapReduce, and HPCC Systems

  K. Ouaknine, M. Carey, and S. Kirkpatrick

  Proc. of the IEEE BigData Congress 2015 (Short Paper Track), New York, New York, June 2015.

• Data Ingestion in AsterixDB

  R. Grover and M. Carey

  Proc. of the Int’l. Conf. on Extending Database Technology, Brussels, Belgium, March 2015.

• Pregelix: Big(ger) Graph Analytics on a Dataflow Engine

  Y. Bu, V. Borkar, J. Jia, M. Carey, and T. Condie

  Proc. of the VLDB Endowment, Vol. 8, No. 2, October 2014.

• AsterixDB: A Scalable, Open Source BDMS

  S. Alsubaiee, Y. Altowim, H. Altwaijry, A. Behm, V. Borkar, Y. Bu, M. Carey, I. Cetindil, M. Cheelangi, K. Faraaz. E. Gabrielova, R. Grover, Z. Heilbron, Y-S. Kim, C Li, G. Li, J. Ok, N. Onose, P. Pirzadeh, V. Tsotras, R. Vernica, J. Wen, and T. Westmann

  Proc. of the VLDB Endowment, Vol. 7, No. 14, September 2014.

• Storage Management in AsterixDB

  S. Alsubaiee, A. Behm, V. Borkar, Z. Heilbron, Y-S. Kim, M. Carey, M. Dreseler, and C. Li

  Proc. of the VLDB Endowment, Vol. 7, No. 10, June 2014.

• 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.

• A Common Compiler Framework for Big Data Languages: Motivation, Opportunities, and Benefits”

  V. Borkar and M. Carey IEEE

  Data Engineering Bulletin (Special Issue on Query Optimization for Big Data Systems), Vol. 36, No. 1, March 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.

• BDMS Performance Evaluation: Practices, Pitfalls, and Possibilities

  Michael J. Carey.

  In Selected Topics in Performance Evaluation and Benchmarking - 4th TPC Technology Conference, TPCTC 2012, Istanbul, Turkey, August 27, 2012

• ASTERIX: An Open Source System for “Big Data” Management and Analysis

  Sattam Alsubaiee, Yasser Altowim, Hotham Altwaijry, Alexander Behm, Vinayak R. Borkar, Yingyi Bu, Michael J. Carey, Raman Grover, Zachary Heilbron, Young-Seok Kim, Chen Li, Nicola Onose, Pouria Pirzadeh, Rares Vernica, Jian Wen.

  PVLDB 2012 (demo).

• Big data platforms: what’s next?

  Vinayak R. Borkar, Michael J. Carey, Chen Li.

  ACM Crossroads 19(1): 44-49, 2012.

• ASTERIX: Scalable Warehouse-Style Web Data Integration

  Sattam Alsubaiee, Alexander Behm, Raman Grover, Rares Vernica, Vinayak Borkar, Michael J. Carey, Chen Li.

  IIWeb 2012 (co-located with SIGMOD 2012).

• Inside “Big Data Management”: Ogres, Onions, or Parfaits?

  Vinayak R. Borkar, Michael J. Carey, Chen Li.

  EDBT 2012 (Keynote Talk).

• Extending Map-Reduce for Efficient Predicate-Based Sampling

  Raman Grover, Michael Carey.

  ICDE 2012. slides poster

• ASTERIX: Towards a Scalable, Semistructured Data Platform for Evolving-World Models

  Alexander Behm, Vinayak R. Borkar, Michael J. Carey, Raman Grover, Chen Li, Nicola Onose, Rares Vernica, Alin Deutsch, Yannis Papakonstantinou, and Vassilis J. Tsotras.

  Distrib. Parallel Databases 29, 3 (June 2011), 185-216.

• Online Aggregation for Large MapReduce Jobs

  Niketan Pansare, Vinayak R. Borkar, Chris Jermaine, Tyson Condie.

  VLDB 2011. source code

• Map-reduce extensions and recursive queries

  Foto N. Afrati, Vinayak R. Borkar, Michael J. Carey, Neoklis Polyzotis, Jeffrey D. Ullman.

  EDBT 2011 (Keynote Talk).

• Answering Approximate String Queries on Large Data Sets Using External Memory

  Alexander Behm, Chen Li, Michael J. Carey.

  ICDE 2011. source code

• Hyracks: A Flexible and Extensible Foundation for Data-Intensive Computing

  Vinayak Borkar, Michael J. Carey, Raman Grover, Nicola Onose, Rares Vernica.

  ICDE 2011. long version source code

• Efficient Parallel Set-Similarity Joins Using MapReduce

  Rares Vernica, Michael J. Carey, Chen Li.

  SIGMOD 2010. long version source code