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ORCIDProceedings of the VLDB Endowment, Volume 18
Volume 18, Number 1, September 2024
- Themis Palpanas, Nesime Tatbul:
Front Matter. - Samuel Arch, Yuchen Liu, Todd C. Mowry, Jignesh M. Patel, Andrew Pavlo:
The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining. 1-13 - Milad Rezaei Hajidehi, Sraavan Sridhar, Margo I. Seltzer:
CUTTANA: Scalable Graph Partitioning for Faster Distributed Graph Databases and Analytics. 14-27 - Guido Moerkotte:
Cardinality Estimation for Having-Clauses. 28-41 - Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso:
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models. 42-52 - Zhaodonghui Li, Haitao Yuan, Huiming Wang, Gao Cong, Lidong Bing:
LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency. 53-65 - Hanfei Yu, Jacob Carter, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park:
Nitro: Boosting Distributed Reinforcement Learning with Serverless Computing. 66-79
Volume 18, Number 2, October 2024
- Themis Palpanas, Nesime Tatbul:
Front Matter. - Silin Zhou, Shuo Shang, Lisi Chen, Christian S. Jensen, Panos Kalnis:
RED: Effective Trajectory Representation Learning with Comprehensive Information. 80-92 - Anna Arpaci-Dusseau, Zixiang Zhou, Xuhao Chen:
Accurate and Fast Approximate Graph Pattern Mining at Scale. 93-107 - Xiu Tang, Wenhao Liu, Sai Wu, Chang Yao, Gongsheng Yuan, Shanshan Ying, Gang Chen:
QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes. 108-116 - Yiqian Huang, Shiqi Zhang, Laks V. S. Lakshmanan, Wenqing Lin, Xiaokui Xiao, Bo Tang:
Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint. 117-129 - Kyle B. Deeds, Diandre Sabale, Moe Kayali, Dan Suciu:
COLOR: A Framework for Applying Graph Coloring to Subgraph Cardinality Estimation. 130-143 - Xinle Wu, Xingjian Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen:
Fully Automated Correlated Time Series Forecasting in Minutes. 144-157 - Markos Markakis, Brit Youngmann, Trinity Gao, Ziyu Zhang, Rana Shahout, Peter Baile Chen, Chunwei Liu, Ibrahim Sabek, Michael J. Cafarella:
From Logs to Causal Inference: Diagnosing Large Systems. 158-172 - Xin Ai, Hao Yuan, Zeyu Ling, Qiange Wang, Yanfeng Zhang, Zhenbo Fu, Chaoyi Chen, Yu Gu, Ge Yu:
NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism. 173-186 - Yuhan Liu, Sheng Wang, Yixuan Liu, Feifei Li, Hong Chen:
Accuracy-enhanced Sparse Vector Technique with Exponential Noise and Optimal Threshold Correction. 187-199 - Lijun Chang:
Maximum Defective Clique Computation: Improved Time Complexities and Practical Performance. 200-212 - Yanni Tang, Zhuoxing Zhang, Kaiqi Zhao, Lanting Fang, Zhenhua Li, Wu Chen:
Substructure-aware Log Anomaly Detection. 213-225 - Hao Miao, Ziqiao Liu, Yan Zhao, Chenjuan Guo, Bin Yang, Kai Zheng, Christian S. Jensen:
Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching. 226-238 - Yunyao Cheng, Chenjuan Guo, Bin Yang, Haomin Yu, Kai Zhao, Christian S. Jensen:
A Memory Guided Transformer for Time Series Forecasting. 239-252 - Chuxuan Hu, Austin Peters, Daniel Kang:
LEAP: LLM-powered End-to-end Automatic Library for Processing Social Science Queries on Unstructured Data. 253-264 - Duc Kieu, Tung Kieu, Peng Han, Bin Yang, Christian S. Jensen, Bac Le:
TEAM: Topological Evolution-aware Framework for Traffic Forecasting. 265-278 - Geonho Lee, Jeongho Park, Min-Soo Kim:
Chimera: A system design of dual storage and traversal-join unified query processing for SQL/PGQ. 279-292 - Nikolai Merkel, Pierre Toussing, Ruben Mayer, Hans-Arno Jacobsen:
Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study. 293-307 - Xiaoke Zhu, Min Xie, Ting Deng, Qi Zhang:
HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs. 308-321 - Yangfan Jiang, Xinjian Luo, Yin Yang, Xiaokui Xiao:
Calibrating Noise for Group Privacy in Subsampled Mechanisms. 322-334 - Yi Liu, Minghao Xie, Shouqian Shi, Yuanchao Xu, Heiner Litz, Chen Qian:
Outback: Fast and Communication-efficient Index for Key-Value Store on Disaggregated Memory. 335-348 - Yunhao Mao, Gengrui Zhang, Zongxin Liu, Pezhman Nasirifard, Sofia Tijanic, Hans-Arno Jacobsen:
Making CRDTs Not So Eventual. 349-362 - Shuohao Gao, Kaiqiang Yu, Shengxin Liu, Cheng Long:
Maximum k-Plex Search: An Alternated Reduction-and-Bound Method. 363-376 - Patrick Schäfer, Ulf Leser:
Discovering Leitmotifs in Multidimensional Time Series. 377-389 - Chuang Yang, Renhe Jiang, Xiaohang Xu, Chuan Xiao, Kaoru Sezaki:
SIMformer: Single-Layer Vanilla Transformer Can Learn Free-Space Trajectory Similarity. 390-398 - Junchang Wang, Manos Athanassoulis:
CUBIT: Concurrent Updatable Bitmap Indexing. 399-412 - Yongrui Zhong, Yunqing Ge, Jianbin Qin, Shuyuan Zheng, Bo Tang, Yu-Xuan Qiu, Rui Mao, Ye Yuan, Makoto Onizuka, Chuan Xiao:
Privacy-Enhanced Database Synthesis for Benchmark Publishing. 413-425 - Kijae Hong, Kyoungmin Kim, Young-Koo Lee, Yang-Sae Moon, Sourav S. Bhowmick, Wook-Shin Han:
Themis: A GPU-accelerated Relational Query Execution Engine. 426-438 - Shunit Agmon, Amir Gilad, Brit Youngmann, Shahar Zoarets, Benny Kimelfeld:
Finding Convincing Views to Endorse a Claim. 439-452 - Yumeng Song, Yu Gu, Tianyi Li, Yushuai Li, Christian S. Jensen, Ge Yu:
Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification. 453-465 - Liwei Deng, Tianfu Wang, Yan Zhao, Kai Zheng:
MILLION: A General Multi-Objective Framework with Controllable Risk for Portfolio Management. 466-474 - Yuxi Liu, Fangzhu Shen, Kushagra Ghosh, Amir Gilad, Benny Kimelfeld, Sudeepa Roy:
The Cost of Representation by Subset Repairs. 475-487 - Mark Zhao, Emanuel Adamiak, Christos Kozyrakis:
cedar: Optimized and Unified Machine Learning Input Data Pipelines. 488-502 - Monil Mukesh Sanghavi, Ming-May Hu, Zhenxiao Luo, Xiao Li, Kapil Bajaj:
Goku: A Schemaless Time Series Database for Large Scale Monitoring at Pinterest. 503-515
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