Utku Sirin

22 papers A* 2A 2B 1C 3Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Data Storage and Management for Image AI Pipelines.
SIGMOD Conference Companion
Utku Sirin, Stratos Idreos
2025 J jnl
Diversity, Equity and Inclusion Activities in DatabaseConferences: A 2024 Report.
SIGMOD Rec.
Nelly Barret, Sourav S. Bhowmick, Angela Bonifati, Barbara Catania, Stratos Idreos, Ekaterini Ioannou, Madhulika Mohanty, Sana Sellami, Roee Shraga, Utku Sirin, Juno Steegmans, Pinar Tözün, Soror Sahri, Genoveva Vargas-Solar
2025 A conf
Frequency-Store: Scaling Image AI by A Column-Store for Images.
CIDR
Utku Sirin, Aadit Saluja, Florian Klein, Jeremy Hsu, Stratos Idreos
2024 J jnl
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report.
SIGMOD Rec.
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
2024 J jnl
The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format.
Proc. ACM Manag. Data
Utku Sirin, Stratos Idreos
2023 J jnl
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.
SIGMOD Rec.
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
2023 C conf
Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization.
IDEAL
Aakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos
2022 — conf
Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity.
SIGMOD Conference
Brian Hentschel, Utku Sirin, Stratos Idreos
2021 A conf
Interference-aware Micro-architectural Resource Manager for Hybrid Workloads.
CIDR
Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki
2021 — —
Micro-architectural Analysis of Database Workloads.
Utku Sirin
2021 J jnl
Micro-architectural analysis of in-memory OLTP: Revisited.
VLDB J.
Utku Sirin, Pinar Tözün, Danica Porobic, Ahmad Yasin, Anastasia Ailamaki
2021 A* conf
Performance Characterization of HTAP Workloads.
ICDE
Utku Sirin, Sandhya Dwarkadas, Anastasia Ailamaki
2020 J jnl
Micro-architectural Analysis of OLAP: Limitations and Opportunities.
Proc. VLDB Endow.
Utku Sirin, Anastasia Ailamaki
2019 J jnl
Micro-architectural Analysis of OLAP: Limitations and Opportunities.
CoRR
Utku Sirin, Anastasia Ailamaki
2017 C conf
A methodology for OLTP micro-architectural analysis.
DaMoN
Utku Sirin, Ahmad Yasin, Anastasia Ailamaki
2017 J jnl
Batch Mode TD(λ) for Controlling Partially Observable Gene Regulatory Networks.
IEEE ACM Trans. Comput. Biol. Bioinform.
Utku Sirin, Faruk Polat, Reda Alhajj
2016 J jnl
Effective gene expression data generation framework based on multi-model approach.
Artif. Intell. Medicine
Utku Sirin, Utku Erdogdu, Faruk Polat, Mehmet Tan, Reda Alhajj
2016 — conf
Micro-architectural Analysis of In-memory OLTP.
SIGMOD Conference
Utku Sirin, Pinar Tözün, Danica Porobic, Anastasia Ailamaki
2016 C conf
OLTP on a server-grade ARM: power, throughput and latency comparison.
DaMoN
Utku Sirin, Raja Appuswamy, Anastasia Ailamaki
2013 A* conf
Employing Batch Reinforcement Learning to Control Gene Regulation Without Explicitly Constructing Gene Regulatory Networks.
IJCAI
Utku Sirin, Faruk Polat, Reda Alhajj
2012 — conf
Effective Enrichment of Gene Expression Data Sets.
ICMLA (1)
Utku Sirin, Utku Erdogdu, Mehmet Tan, Faruk Polat, Reda Alhajj
2012 B conf
METU Turkish Discourse Bank Browser.
LREC
Utku Sirin, Ruket Çakici, Deniz Zeyrek