| 1 |
The Case for Learned Index Structures
Tim Kraska, Alex Beutel, ... (+3 more)
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cs.DB
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1.2K |
8 years ago |
| 2 |
BLOCKBENCH: A Framework for Analyzing Private Blockchains
Tien Tuan Anh Dinh, Ji Wang, ... (+4 more)
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cs.DB
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872 |
9 years ago |
| 3 |
Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks
Hung T. Nguyen, My T. Thai, Thang N. Dinh
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🦴
Skeleton Repo
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cs.SI
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397 |
9 years ago |
| 4 |
ALEX: An Updatable Adaptive Learned Index
Jialin Ding, Umar Farooq Minhas, ... (+10 more)
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cs.DB
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358 |
6 years ago |
| 5 |
Bao: Learning to Steer Query Optimizers
Ryan Marcus, Parimarjan Negi, ... (+4 more)
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cs.DB
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263 |
5 years ago |
| 6 |
Deep Reinforcement Learning for Join Order Enumeration
Ryan Marcus, Olga Papaemmanouil
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cs.DB
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254 |
8 years ago |
| 7 |
FITing-Tree: A Data-aware Index Structure
Alex Galakatos, Michael Markovitch, ... (+3 more)
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cs.DB
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249 |
8 years ago |
| 8 |
Learning Multi-dimensional Indexes
Vikram Nathan, Jialin Ding, ... (+2 more)
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cs.DB
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237 |
6 years ago |
| 9 |
FAQ: Questions Asked Frequently
Mahmoud Abo Khamis, Hung Q. Ngo, Atri Rudra
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👻
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cs.DB
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228 |
10 years ago |
| 10 |
G-CORE: A Core for Future Graph Query Languages
Renzo Angles, Marcelo Arenas, ... (+10 more)
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cs.DB
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221 |
8 years ago |
| 11 |
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data
Martin Grohe
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cs.LG
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216 |
6 years ago |
| 12 |
RadixSpline: A Single-Pass Learned Index
Andreas Kipf, Ryan Marcus, ... (+5 more)
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cs.DB
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207 |
5 years ago |
| 13 |
SharPer: Sharding Permissioned Blockchains Over Network Clusters
Mohammad Javad Amiri, Divyakant Agrawal, Amr El Abbadi
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👻
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cs.DB
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201 |
6 years ago |
| 14 |
Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources
Edmon Begoli, Jesús Camacho Rodríguez, ... (+3 more)
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cs.DB
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201 |
8 years ago |
| 15 |
vChain: Enabling Verifiable Boolean Range Queries over Blockchain Databases
Cheng Xu, Ce Zhang, Jianliang Xu
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👻
Ghosted
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cs.DB
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199 |
7 years ago |
| 16 |
APAN: Asynchronous Propagation Attention Network for Real-time Temporal Graph Embedding
Xuhong Wang, Ding Lyu, ... (+9 more)
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cs.AI
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190 |
5 years ago |
| 17 |
PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions
Jun Zhang, Xiaokui Xiao, Xing Xie
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👻
Ghosted
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cs.DB
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190 |
10 years ago |
| 18 |
Lambada: Interactive Data Analytics on Cold Data using Serverless Cloud Infrastructure
Ingo Müller, Renato Marroquín, Gustavo Alonso
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👻
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cs.DB
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177 |
6 years ago |
| 19 |
Designing Fair Ranking Schemes
Abolfazl Asudeh, H. V. Jagadish, ... (+2 more)
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cs.DB
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174 |
8 years ago |
| 20 |
Adversarial and Clean Data Are Not Twins
Zhitao Gong, Wenlu Wang, Wei-Shinn Ku
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👻
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cs.LG
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167 |
8 years ago |
| 21 |
Learning State Representations for Query Optimization with Deep Reinforcement Learning
Jennifer Ortiz, Magdalena Balazinska, ... (+2 more)
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cs.DB
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165 |
8 years ago |
| 22 |
HoloDetect: Few-Shot Learning for Error Detection
Alireza Heidari, Joshua McGrath, ... (+2 more)
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cs.DB
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163 |
6 years ago |
| 23 |
Pufferfish Privacy Mechanisms for Correlated Data
Shuang Song, Yizhen Wang, Kamalika Chaudhuri
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👻
Ghosted
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cs.LG
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163 |
10 years ago |
| 24 |
Heavy Hitters and the Structure of Local Privacy
Mark Bun, Jelani Nelson, Uri Stemmer
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👻
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cs.DS
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160 |
8 years ago |
| 25 |
Principled Evaluation of Differentially Private Algorithms using DPBench
Michael Hay, Ashwin Machanavajjhala, ... (+3 more)
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cs.DB
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159 |
10 years ago |
| 26 |
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale
Stephen H. Bach, Daniel Rodriguez, ... (+11 more)
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cs.LG
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151 |
7 years ago |
| 27 |
VerdictDB: Universalizing Approximate Query Processing
Yongjoo Park, Barzan Mozafari, ... (+2 more)
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cs.DB
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139 |
7 years ago |
| 28 |
MacroBase: Prioritizing Attention in Fast Data
Peter Bailis, Edward Gan, ... (+4 more)
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cs.DB
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139 |
10 years ago |
| 29 |
Marginal Release Under Local Differential Privacy
Tejas Kulkarni, Graham Cormode, Divesh Srivastava
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👻
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cs.DB
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138 |
8 years ago |
| 30 |
Fusing Data with Correlations
Ravali Pochampally, Anish Das Sarma, ... (+3 more)
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cs.DB
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134 |
11 years ago |
| 31 |
Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities
Doris Xin, Litian Ma, ... (+4 more)
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cs.DB
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132 |
7 years ago |
| 32 |
Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models
Sainyam Galhotra, Akhil Arora, Shourya Roy
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👻
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cs.SI
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131 |
10 years ago |
| 33 |
Starling: A Scalable Query Engine on Cloud Function Services
Matthew Perron, Raul Castro Fernandez, ... (+2 more)
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cs.DB
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125 |
6 years ago |
| 34 |
JSON: data model, query languages and schema specification
Pierre Bourhis, Juan L. Reutter, ... (+2 more)
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cs.DB
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124 |
9 years ago |
| 35 |
What do Shannon-type Inequalities, Submodular Width, and Disjunctive Datalog have to do with one another?
Mahmoud Abo Khamis, Hung Q. Ngo, Dan Suciu
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👻
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cs.DB
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124 |
9 years ago |
| 36 |
A Transactional Perspective on Execute-order-validate Blockchains
Pingcheng Ruan, Dumitrel Loghin, ... (+4 more)
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cs.DC
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122 |
6 years ago |
| 37 |
A Nutritional Label for Rankings
Ke Yang, Julia Stoyanovich, ... (+4 more)
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cs.CY
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114 |
7 years ago |
| 38 |
Qd-tree: Learning Data Layouts for Big Data Analytics
Zongheng Yang, Badrish Chandramouli, ... (+7 more)
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cs.DB
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113 |
5 years ago |
| 39 |
Answering Conjunctive Queries under Updates
Christoph Berkholz, Jens Keppeler, Nicole Schweikardt
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cs.DB
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113 |
9 years ago |
| 40 |
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics (Extended Version)
Anil Shanbhag, Samuel Madden, Xiangyao Yu
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👻
Ghosted
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cs.DB
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110 |
6 years ago |
| 41 |
A Framework for Adversarially Robust Streaming Algorithms
Omri Ben-Eliezer, Rajesh Jayaram, ... (+2 more)
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cs.DS
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108 |
5 years ago |
| 42 |
ZeroER: Entity Resolution using Zero Labeled Examples
Renzhi Wu, Sanya Chaba, ... (+3 more)
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cs.DB
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108 |
6 years ago |
| 43 |
Estimating Numerical Distributions under Local Differential Privacy
Zitao Li, Tianhao Wang, ... (+3 more)
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cs.CR
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103 |
6 years ago |
| 44 |
Data Sketches for Disaggregated Subset Sum and Frequent Item Estimation
Daniel Ting
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stat.CO
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102 |
8 years ago |
| 45 |
Fonduer: Knowledge Base Construction from Richly Formatted Data
Sen Wu, Luke Hsiao, ... (+5 more)
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cs.DB
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97 |
9 years ago |
| 46 |
Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings
Tarique Siddiqui, Alekh Jindal, ... (+3 more)
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cs.DB
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95 |
6 years ago |
| 47 |
QuickSel: Quick Selectivity Learning with Mixture Models
Yongjoo Park, Shucheng Zhong, Barzan Mozafari
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👻
Ghosted
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cs.DB
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87 |
7 years ago |
| 48 |
Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems
Hung Q. Ngo
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👻
Ghosted
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cs.DB
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85 |
8 years ago |
| 49 |
Sampling-Based Query Re-Optimization
Wentao Wu, Jeffrey F. Naughton, Harneet Singh
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👻
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cs.DB
|
80 |
10 years ago |
| 50 |
Amazon SageMaker Autopilot: a white box AutoML solution at scale
Piali Das, Valerio Perrone, ... (+23 more)
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cs.LG
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77 |
5 years ago |