Utku Sirin

According to our database, Utku Sirin authored at least 18 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report.

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

SIGMOD Rec., June, 2024

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

Utku Sirin, Stratos Idreos

Proc. ACM Manag. Data, February, 2024

2023

Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.

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

SIGMOD Rec., June, 2023

Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization.

Aakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

2022

Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity.

Brian Hentschel, Utku Sirin, Stratos Idreos

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021

Micro-architectural Analysis of Database Workloads.

Utku Sirin

PhD thesis, 2021

Micro-architectural analysis of in-memory OLTP: Revisited.

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

VLDB J., 2021

Performance Characterization of HTAP Workloads.

Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Interference-aware Micro-architectural Resource Manager for Hybrid Workloads.

Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Micro-architectural Analysis of OLAP: Limitations and Opportunities.

Utku Sirin, Anastasia Ailamaki

Proc. VLDB Endow., 2020

2017

Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks.

Utku Sirin, Faruk Polat, Reda Alhajj

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

A methodology for OLTP micro-architectural analysis.

Utku Sirin, Ahmad Yasin, Anastasia Ailamaki

Proceedings of the 13th International Workshop on Data Management on New Hardware, 2017

2016

Effective gene expression data generation framework based on multi-model approach.

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

Artif. Intell. Medicine, 2016

Micro-architectural Analysis of In-memory OLTP.

Utku Sirin, Pinar Tözün, Danica Porobic, Anastasia Ailamaki

Proceedings of the 2016 International Conference on Management of Data, 2016

OLTP on a server-grade ARM: power, throughput and latency comparison.

Utku Sirin, Raja Appuswamy, Anastasia Ailamaki

Proceedings of the 12th International Workshop on Data Management on New Hardware, 2016

2013

Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks.

Utku Sirin, Faruk Polat, Reda Alhajj

Proceedings of the IJCAI 2013, 2013

2012

METU Turkish Discourse Bank Browser.

Utku Sirin, Ruket Çakici, Deniz Zeyrek

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Effective Enrichment of Gene Expression Data Sets.

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

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012