• The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing

       Storage Format [PDF]

       Utku Sirin, Stratos Idreos

       SIGMOD, 2024

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• Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity [PDF]

       Brian Hentschel, Utku Sirin, Stratos Idreos

       SIGMOD, 2022

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• Micro-architectural Analysis of Database Workloads [PDF]

       Utku Sirin

       PhD Thesis, EPFL, 2021

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

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

       The VLDB Journal, 2021

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• Performance Characterization of HTAP Workloads [PDF] [Slides] [Recording]

       Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki

       ICDE, 2021 (6-page short paper)

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• Workload Interference Analysis for HTAP [PDF] [Slides] [Recording]

       Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki

       CIDR, 2021 (1-page abstract)

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

       Utku Sirin, Anastasia Ailamaki

       PVLDB 13(6): 840-853, 2020

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

       Anisa LLaveshi, Utku Sirin, Robert West, Anastasia Ailamaki

       AIDB@VLDB, 2019

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• Energy-efficient Database Machines (Abstract) [PDF] [Poster] [Slides]

       Utku Sirin

       SIGMOD Student Research Competition, 2017 (Winner)

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

      Utku Sirin, Ahmad Yasin, Anastasia Ailamaki

      DaMoN@SIGMOD, 2017 (Best paper award)

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

       Utku Sirin, Raja Appuswamy, Anastasia Ailamaki

       DaMoN@SIGMOD, 2016

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• Micro-architectural Analysis of In-memory OLTP [PDF] [Slides] [ACM Kudos]

       Utku Sirin, Pinar Tözün, Danica Porobic, Anastasia Ailamaki

       SIGMOD, 2016

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

       Utku Sirin

       HPTS, 2015 (5-min talk)

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• 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)​

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

       Utku Sirin, Faruk Polat, Reda Alhajj

       IJCAI, 2013​

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• METU Turkish Discourse Bank Browser [PDF]

       Utku Sirin, Ruket Çakici, Deniz Zeyrek

       LREC, 2012