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14th CIDR 2024: Chaminade, HI, USA
- 14th Conference on Innovative Data Systems Research, CIDR 2024, Chaminade, HI, USA, January 14-17, 2024. www.cidrdb.org 2024
Session 1: Core DB 1
- Thomas Neumann, Viktor Leis:
A Critique of Modern SQL and a Proposal Towards a Simple and Expressive Query Language. - Ziheng Wang, Emanuel Adamiak, Alex Aiken:
A Model for Query Execution Over Heterogeneous Instances. - Yifei Yang, Hangdong Zhao, Xiangyao Yu, Paraschos Koutris:
Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries. - Tamer Eldeeb, Philip A. Bernstein, Asaf Cidon, Junfeng Yang:
Chablis: Fast and General Transactions in Geo-Distributed Systems.
Session 2: Systems/HW
- Sangjin Lee, Alberto Lerner, Philippe Bonnet, Philippe Cudré-Mauroux:
Database Kernels: Seamless Integration of Database Systems and Fast Storage via CXL. - Johannes Pietrzyk, Alexander Krause
, Christian Faerber, Dirk Habich, Wolfgang Lehner:
Program your (custom) SIMD instruction set on FPGA in C++. - Felix Martin Schuhknecht:
Taking the Shortcut: Actively Incorporating the Virtual Memory Index of the OS to Hardware-Accelerate Database Indexing.
Session 3: Cloud 1
- Faisal Nawab, Moshe Shadmon:
The Tipping Point of Edge-Cloud Data Management. - Huanchen Zhang, Yihao Liu, Jiaqi Yan:
Cost-Intelligent Data Analytics in the Cloud. - Rui Liu, Jun Hyuk Chang, Riki Otaki, Zhe Heng Eng, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan:
Towards Resource-adaptive Query Execution in Cloud Native Databases.
Session 4: Core DB 2
- Kevin P. Gaffney, Jignesh M. Patel:
Is Perfect Hashing Practical for OLAP Systems? - Eleni Zapridou, Panagiotis Sioulas, Anastasia Ailamaki:
Oligolithic Cross-task Optimizations across Isolated Workloads. - Kai Franz, Samuel Arch, Denis Hirn, Torsten Grust, Todd C. Mowry, Andrew Pavlo:
Dear User-Defined Functions, Inlining isn't working out so great for us. Let's try batching to make our relationship work. Sincerely, SQL.
Session 5: Benchmarking/Testing
- Vikramank Y. Singh, Kapil Vaidya, Vinayshekhar Bannihatti Kumar, Sopan Khosla, Balakrishnan Narayanaswamy, Rashmi Gangadharaiah, Tim Kraska:
Panda: Performance Debugging for Databases using LLM Agents. - Dominik Durner, Lennart Espe, Jana Giceva, Anja Gruenheid:
TracEx: Understanding and Analyzing Database Traces. - Boris Glavic, Pengyuan Li, Ziyu Liu, Dieter Gawlick, Vasudha Krishnaswamy, Danica Porobic, Zhen Hua Liu:
Towards an Objective Metric for Data Value Through Relevance. - Peiyuan Liu, Siyang Weng, Keqiang Li, Lyu Ni, Chengcheng Yang, Rong Zhang, Weining Qian, Dian Qiao:
Leopard: A General Test Suite for Isolation Level Verification.
Session 6: GenAI 1
- Avrilia Floratou, Fotis Psallidas, Fuheng Zhao, Shaleen Deep, Gunther Hagleither, Wangda Tan, Joyce Cahoon, Rana Alotaibi, Jordan Henkel, Abhik Singla, Alex Van Grootel, Brandon Chow, Kai Deng, Katherine Lin, Marcos Campos, K. Venkatesh Emani, Vivek Pandit, Victor Shnayder, Wenjing Wang, Carlo Curino:
NL2SQL is a solved problem... Not! - Kaushik Rajan, Aseem Rastogi, Akash Lal, Sampath Rajendra, Krithika Subramanian, Krut Patel:
Welding Natural Language Queries to Analytics IRs with LLMs. - Alekh Jindal, Shi Qiao, Sathwik Madhula, Kanupriya Raheja, Sandhya Jain:
Turning Databases Into Generative AI Machines.
Session 7: Cloud 2
- Michal Wawrzoniak, Gianluca Moro, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Off-the-shelf Data Analytics on Serverless. - Tianyu Li, Badrish Chandramouli, Sebastian Burckhardt, Samuel Madden:
Serverless State Management Systems. - Tiemo Bang, Conor Power, Siavash Ameli, Natacha Crooks, Joseph M. Hellerstein:
Optimizing the cloud? Don't train models. Build oracles! - Pat Helland:
Scalable OLTP in the Cloud: What's the BIG DEAL?
Session 8: Startup Session
- Mark A Cusack, John Adamson, Mark Brinicombe, Neil A. Carson, Thomas Kejser, Jim Peterson, Arvind Vasudev, Kurt Westerfeld, Robert Wipfel:
Yellowbrick: An Elastic Data Warehouse on Kubernetes. - R. J. Atwal, Peter A. Boncz, Ryan Boyd, Antony Courtney, Till Döhmen, Florian Gerlinghoff, Jeff Huang, Joseph Hwang, Raphael Hyde, Elena Felder, Jacob Lacouture, Yves Le Maout, Boaz Leskes, Yao Liu, Alex Monahan, Dan Perkins, Tino Tereshko, Jordan Tigani, Nick Ursa, Stephanie Wang, Yannick Welsch:
MotherDuck: DuckDB in the cloud and in the client.
Session 9: GenAI 2
- Matthias Urban, Carsten Binnig:
CAESURA: Language Models as Multi-Modal Query Planners. - Zezhou Huang, Jiaxiang Liu, Haonan Wang, Eugene Wu:
The Fast and the Private: Task-based Dataset Search. - Aditya G. Parameswaran, Shreya Shankar, Parth Asawa, Naman Jain, Yujie Wang:
Revisiting Prompt Engineering via Declarative Crowdsourcing. - Yin Lin, Bolin Ding, H. V. Jagadish, Jingren Zhou:
SMARTFEAT: Efficient Feature Construction through Feature-Level Foundation Model Interactions. - Nan Tang, Chenyu Yang, Ju Fan, Lei Cao, Yuyu Luo, Alon Y. Halevy:
VerifAI: Verified Generative AI.
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