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Utku Sirin

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2020 – today

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2024
[j7]
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Utku Sirin, Stratos Idreos:
The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format. Proc. ACM Manag. Data 2(1): 52:1-52:31 (2024)
[j6]
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Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Jinli Cao, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Stratos Idreos, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Fatma Özcan, Liat Peterfreund, Soror Sahri, Sana Sellami, Roee Shraga, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Genoveva Vargas-Solar, Meihui Zhang, Wenjie Zhang:
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report. SIGMOD Rec. 53(2): 63-67 (2024)
2023
[j5]
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Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang:
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. SIGMOD Rec. 52(2): 38-42 (2023)
[c10]
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Aakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos:
Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization. IDEAL 2023: 64-69
2022
[c9]
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  - conf/sigmod/HentschelSI22
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Brian Hentschel, Utku Sirin, Stratos Idreos:
Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity. SIGMOD Conference 2022: 1640-1654
2021
[b1]
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Utku Sirin:
Micro-architectural Analysis of Database Workloads. EPFL, Switzerland, 2021
[j4]
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Utku Sirin, Pinar Tözün, Danica Porobic, Ahmad Yasin, Anastasia Ailamaki:
Micro-architectural analysis of in-memory OLTP: Revisited. VLDB J. 30(4): 641-665 (2021)
[c8]
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Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki:
Interference-aware Micro-architectural Resource Manager for Hybrid Workloads. CIDR 2021
[c7]
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Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki:
Performance Characterization of HTAP Workloads. ICDE 2021: 1829-1834
2020
[j3]
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  - journals/pvldb/SirinA20
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Utku Sirin, Anastasia Ailamaki:
Micro-architectural Analysis of OLAP: Limitations and Opportunities. Proc. VLDB Endow. 13(6): 840-853 (2020)

2010 – 2019

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2019
[i1]
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  - journals/corr/abs-1908-04718
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Utku Sirin, Anastasia Ailamaki:
Micro-architectural Analysis of OLAP: Limitations and Opportunities. CoRR abs/1908.04718 (2019)
2017
[j2]
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  - journals/tcbb/SirinPA17
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Utku Sirin, Faruk Polat, Reda Alhajj:
Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 14(6): 1214-1227 (2017)
[c6]
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Utku Sirin, Ahmad Yasin, Anastasia Ailamaki:
A methodology for OLTP micro-architectural analysis. DaMoN 2017: 1:1-1:10
2016
[j1]
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  - journals/artmed/SirinEPTA16
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Utku Sirin, Utku Erdogdu, Faruk Polat, Mehmet Tan, Reda Alhajj:
Effective gene expression data generation framework based on multi-model approach. Artif. Intell. Medicine 70: 41-61 (2016)
[c5]
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Utku Sirin, Raja Appuswamy, Anastasia Ailamaki:
OLTP on a server-grade ARM: power, throughput and latency comparison. DaMoN 2016: 10:1-10:7
[c4]
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Utku Sirin, Pinar Tözün, Danica Porobic, Anastasia Ailamaki:
Micro-architectural Analysis of In-memory OLTP. SIGMOD Conference 2016: 387-402
2013
[c3]
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Utku Sirin, Faruk Polat, Reda Alhajj:
Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks. IJCAI 2013
2012
[c2]
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  - conf/icmla/SirinETPA12
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Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj:
Effective Enrichment of Gene Expression Data Sets. ICMLA (1) 2012: 76-81
[c1]
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Utku Sirin, Ruket Çakici, Deniz Zeyrek:
METU Turkish Discourse Bank Browser. LREC 2012: 2808-2812

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