Publications

  • Micro-architectural Analysis of Database Workloads [PDF]

       Utku Sirin

       PhD Thesis, EPFL, 2021

  • Micro-architectural Analysis of In-memory OLTP: Revisited [PDF]

       Utku Sirin, Pinar Tözün, Danica Porobic, Ahmad Yasin, Anastasia Ailamaki

       The VLDB Journal, 2021

       Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki

       ICDE, 2021 (6-page short paper)

       Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki

       CIDR, 2021 (1-page abstract)

  • Micro-architectural Analysis of OLAP: Limitations and Opportunities [PDF] [Slides] [Recording]

       Utku Sirin, Anastasia Ailamaki

       PVLDB 13(6): 840-853, 2020

  • Accelerating B+tree Search by Using Simple Machine Learning Techniques [PDF] [Slides]

       Anisa LLaveshi, Utku Sirin, Robert West, Anastasia Ailamaki

       AIDB@VLDB, 2019

       Utku Sirin

       SIGMOD Student Research Competition, 2017 (Winner)

  • A Methodology for OLTP Micro-architectural Analysis [PDF] [Slides]

      Utku Sirin, Ahmad Yasin, Anastasia Ailamaki

      DaMoN@SIGMOD, 2017 (Best paper award)

  • OLTP On A Server-grade ARM: Power, Throughput and Latency Comparison [PDF] [Slides]

       Utku Sirin, Raja Appuswamy, Anastasia Ailamaki

       DaMoN@SIGMOD, 2016

       Utku Sirin, Pinar Tözün, Danica Porobic, Anastasia Ailamaki

       SIGMOD, 2016

  • OLTP’s Core Cycles: What is “Performance Optimization”? [Slides]

       Utku Sirin

       HPTS, 2015 (5-min talk)

  • Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks [PDF]

       Utku Sirin, Faruk Polat, Reda Alhajj

       IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), vol. 14, no. 6,

       pp. 1214-1227 (2015)

  • Effective Gene Expression Data Generation Framework Based on Multi-model Approach [PDF]

       Utku Sirin, Utku Erdogdu, Faruk Polat, Mehmet Tan, Reda Alhajj

       Artificial Intelligence in Medicine (AIIM), 70:41-61 (2015)

  • Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks [PDF]

       Utku Sirin, Faruk Polat, Reda Alhajj

       IJCAI, 2013

  • Effective Enrichment of Gene Expression Data Sets [PDF]

       Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj

       ICMLA, 2012

  • METU Turkish Discourse Bank Browser [PDF]

       Utku Sirin, Ruket Çakici, Deniz Zeyrek

       LREC, 2012