مايوريش كنجير | جامعة حمد بن خليفة
Hamad Bin Khalifa University

أعضاء هيئة التدريس

Hamad Bin Khalifa University

مايوريش كنجير (PhD)


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  • الهاتف+974 44545658
  • موقع المكتبB140 (RC-B1-1270)

السيرة الذاتية

Mayuresh Kunjir is a postdoctoral researcher at Qatar Center for Artificial Intelligence (QCAI), a sub-entity of QCRI. He primarily works on the problems of data discovery and data integration in modern data lake architectures. 

Before joining QCRI, Mayuresh graduated with a PhD in Computer Science from Duke University, with a dissertation on memory management for data analytics systems.

 


الاهتمامات البحثية

  • Data Lake Architectures
  • Data Analytics
  • Deep Learning

المؤهلات العلمية

PhD

Duke University; Durham, NC

2019

المؤلفات المختارة

  • Mayuresh Kunjir

    Speeding up AutoTuning of the Memory Management Options in Data Analytics. Distributed Parallel Databases 38(4): 841-863 (2020)

    2020
  • Mayuresh Kunjir, Shivnath Babu

    Black or White? How to Develop an AutoTuner for Memory-based Analytics. SIGMOD Conference 2020: 1667-1683

    2020
  • Mayuresh Kunjir, Shivnath Babu

    Black or White? How to Develop an AutoTuner for Memory-based Analytics [Extended Version]. CoRR abs/2002.11780

    2020
  • Mayuresh Kunjir

    Automating Memory Management in Data Analytics. Duke University, Durham, NC, USA,

    2019
  • Mayuresh Kunjir

    Guided Bayesian Optimization to AutoTune Memory-Based Analytics. ICDE Workshops 2019: 125-132

    2019
  • Mayuresh Kunjir, Shivnath Babu

    Thoth in Action: Memory Management in Modern Data Analytics. Proc. VLDB Endow. 10(12): 1917-1920

    2017
  • Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu

    ROBUS: Fair Cache Allocation for Data-parallel Workloads. SIGMOD Conference 2017: 219-234

    2017
  • Mayuresh Kunjir, Brandon Fain, Kamesh Munagala, Shivnath Babu

    ROBUS: Fair Cache Allocation for Multi-tenant Data-parallel Workloads. CoRR abs/1504.06736

    2015
  • Mayuresh Kunjir, Prajakta Kalmegh, Shivnath Babu

    Thoth: Towards Managing a Multi-System Cluster. Proc. VLDB Endow. 7(13): 1689-1692

    2014
  • Mayuresh Kunjir, Puneet K. Birwa, Jayant R. Haritsa

    Peak power plays in database engines. EDBT 2012: 444-455

    2012