Bio


Homepage: https://cs.stanford.edu/~matei/

Academic Appointments


2019-20 Courses


Stanford Advisees


  • Doctoral Dissertation Reader (AC)
    Henry Corrigan-Gibbs, Edward Gan, Zhihao Jia, Yawen Wang, Stephen Yang
  • Doctoral Dissertation Advisor (AC)
    Firas Abuzaid, Shoumik Palkar
  • Orals Evaluator
    Benjamin Braun, Henry Corrigan-Gibbs, Stephen Yang
  • Master's Program Advisor
    Nikhil Athreya
  • Doctoral Dissertation Co-Advisor (AC)
    James Thomas
  • Doctoral (Program)
    Cody Coleman, Peter Kraft, Deepak Narayanan, Deepti Raghavan, Pratiksha Thaker

All Publications


  • To Index or Not to Index: Optimizing Exact Maximum Inner Product Search Abuzaid, F., Sethi, G., Bailis, P., Zaharia, M., IEEE IEEE. 2019: 1250–61
  • Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark Armbrust, M., Das, T., Torres, J., Yavuz, B., Zhu, S., Xin, R., Ghodsi, A., Stoica, I., Zaharia, M., Das, G., Jermaine, C., Bernstein, P., Eldawy, A. ASSOC COMPUTING MACHINERY. 2018: 601–13
  • MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis Vartak, M., da Trindade, J. F., Madden, S., Zaharia, M., Das, G., Jermaine, C., Bernstein, P., Eldawy, A. ASSOC COMPUTING MACHINERY. 2018: 1285–1300
  • Splinter: Practical Private Queries on Public Data Wang, F., Yun, C., Goldwasser, S., Vaikuntanathan, V., Zaharia, M., USENIX Assoc USENIX ASSOC. 2017: 299–313
  • DIY Hosting for Online Privacy Palkar, S., Zaharia, M., Assoc Comp Machinery ASSOC COMPUTING MACHINERY. 2017: 1–7
  • Making Caches Work for Graph Analytics Zhang, Y., Kiriansky, V., Mendis, C., Amarasinghe, S., Zaharia, M., Nie, J. Y., Obradovic, Z., Suzumura, T., Ghosh, R., Nambiar, R., Wang, C., Zang, H., BaezaYates, R., Hu, Kepner, J., Cuzzocrea, A., Tang, J., Toyoda, M. IEEE. 2017: 293–302
  • Apache Spark: A Unified Engine for Big Data Processing COMMUNICATIONS OF THE ACM Zaharia, M., Xin, R. S., Wendell, P., Das, T., Armbrust, M., Dave, A., Meng, X., Rosen, J., Venkataraman, S., Franklin, M. J., Ghodsi, A., Gonzalez, J., Shenker, S., Stoica, I. 2016; 59 (11): 56-65

    View details for DOI 10.1145/2934664

    View details for Web of Science ID 000387897700022

  • MLlib: Machine Learning in Apache Spark JOURNAL OF MACHINE LEARNING RESEARCH Meng, X., Bradley, J., Yavuz, B., Sparks, E., Venkataraman, S., Liu, D., Freeman, J., Tsai, D. B., Amde, M., Owen, S., Xin, D., Xin, R., Franklin, M. J., Zadeh, R., Zaharia, M., Talwalkar, A. 2016; 17