| 101 |
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
Tian Li, Jie Zhong, ... (+3 more)
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8 years ago |
| 102 |
Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection
Hang Zhu, Zhihao Bai, ... (+5 more)
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cs.DC
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74 |
7 years ago |
| 103 |
Fast Hierarchy Construction for Dense Subgraphs
A. Erdem Sariyuce, Ali Pinar
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cs.SI
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74 |
9 years ago |
| 104 |
WarpLDA: a Cache Efficient O(1) Algorithm for Latent Dirichlet Allocation
Jianfei Chen, Kaiwei Li, ... (+2 more)
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stat.ML
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74 |
10 years ago |
| 105 |
Coconut: a scalable bottom-up approach for building data series indexes
Haridimos Kondylakis, Niv Dayan, ... (+2 more)
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cs.DB
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72 |
5 years ago |
| 106 |
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration
Ju Fan, Tongyu Liu, ... (+4 more)
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cs.DB
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71 |
5 years ago |
| 107 |
CROSSBOW: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers
Alexandros Koliousis, Pijika Watcharapichat, ... (+4 more)
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cs.DC
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71 |
7 years ago |
| 108 |
Solving $k$-center Clustering (with Outliers) in MapReduce and Streaming, almost as Accurately as Sequentially
Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci
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cs.DC
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71 |
8 years ago |
| 109 |
Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries
Shumo Chu, Brendan Murphy, ... (+3 more)
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cs.DB
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71 |
8 years ago |
| 110 |
Social Hash Partitioner: A Scalable Distributed Hypergraph Partitioner
Igor Kabiljo, Brian Karrer, ... (+5 more)
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cs.DS
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69 |
8 years ago |
| 111 |
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web
Colin Lockard, Xin Luna Dong, ... (+2 more)
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cs.AI
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68 |
8 years ago |
| 112 |
Secret Sharing for Cloud Data Security
Varunya Attasena, Jérôme Darmont, Nouria Harbi
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cs.DB
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68 |
8 years ago |
| 113 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
Bojan Karlaš, Peng Li, ... (+5 more)
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cs.LG
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66 |
5 years ago |
| 114 |
TADOC: Text Analytics Directly on Compression
Feng Zhang, Jidong Zhai, ... (+6 more)
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cs.DS
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65 |
5 years ago |
| 115 |
TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial
Shaosheng Cao, Xinxing Yang, ... (+4 more)
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cs.LG
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65 |
6 years ago |
| 116 |
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning
Dimitrije Jankov, Shangyu Luo, ... (+5 more)
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cs.DB
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7 years ago |
| 117 |
Effective and Complete Discovery of Order Dependencies via Set-based Axiomatization
Jaroslaw Szlichta, Parke Godfrey, ... (+3 more)
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cs.DB
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65 |
9 years ago |
| 118 |
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization
Jiale Lao, Yibo Wang, ... (+7 more)
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cs.DB
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64 |
2 years ago |
| 119 |
CLAMShell: Speeding up Crowds for Low-latency Data Labeling
Daniel Haas, Jiannan Wang, ... (+2 more)
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cs.DB
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64 |
10 years ago |
| 120 |
Helix: Holistic Optimization for Accelerating Iterative Machine Learning
Doris Xin, Stephen Macke, ... (+4 more)
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cs.DB
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63 |
7 years ago |
| 121 |
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis & Benchmark]
Alexandros Zeakis, George Papadakis, ... (+2 more)
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cs.DB
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61 |
3 years ago |
| 122 |
xFraud: Explainable Fraud Transaction Detection
Susie Xi Rao, Shuai Zhang, ... (+7 more)
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cs.LG
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61 |
5 years ago |
| 123 |
EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs
Seung Won Min, Vikram Sharma Mailthody, ... (+4 more)
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cs.DC
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61 |
5 years ago |
| 124 |
Motivo: fast motif counting via succinct color coding and adaptive sampling
Marco Bressan, Stefano Leucci, Alessandro Panconesi
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cs.DB
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61 |
6 years ago |
| 125 |
Distributed Edge Partitioning for Trillion-edge Graphs
Masatoshi Hanai, Toyotaro Suzumura, ... (+4 more)
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cs.DC
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61 |
6 years ago |
| 126 |
Efficient Knowledge Graph Accuracy Evaluation
Junyang Gao, Xian Li, ... (+4 more)
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cs.DB
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61 |
6 years ago |
| 127 |
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML
Matthias Boehm, Berthold Reinwald, ... (+3 more)
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cs.DB
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8 years ago |
| 128 |
GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism
Zicong Hong, Song Guo, ... (+4 more)
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cs.DB
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1 year ago |
| 129 |
Megaphone: Latency-conscious state migration for distributed streaming dataflows
Moritz Hoffmann, Andrea Lattuada, ... (+4 more)
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cs.DC
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60 |
7 years ago |
| 130 |
Generating Custom Code for Efficient Query Execution on Heterogeneous Processors
Sebastian Breß, Bastian Köcher, ... (+3 more)
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cs.DB
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60 |
8 years ago |
| 131 |
Revenue Maximization in Incentivized Social Advertising
Cigdem Aslay, Francesco Bonchi, ... (+2 more)
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cs.SI
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9 years ago |
| 132 |
Top-k Spatial-keyword Publish/Subscribe Over Sliding Window
Xiang Wang, Ying Zhang, ... (+3 more)
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cs.DB
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59 |
9 years ago |
| 133 |
Approximate Denial Constraints
Ester Livshits, Alireza Heidari, ... (+2 more)
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cs.DB
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5 years ago |
| 134 |
Moment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries
Edward Gan, Jialin Ding, ... (+3 more)
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cs.DB
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8 years ago |
| 135 |
Local Algorithms for Hierarchical Dense Subgraph Discovery
Ahmet Erdem Sariyuce, C. Seshadhri, Ali Pinar
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cs.SI
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58 |
9 years ago |
| 136 |
An Optimal and Progressive Approach to Online Search of Top-k Influential Communities
Fei Bi, Lijun Chang, ... (+2 more)
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cs.DB
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8 years ago |
| 137 |
Weaver: A High-Performance, Transactional Graph Database Based on Refinable Timestamps
Ayush Dubey, Greg D. Hill, ... (+2 more)
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cs.DC
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10 years ago |
| 138 |
Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads
Parmita Mehta, Sven Dorkenwald, ... (+8 more)
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cs.DB
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9 years ago |
| 139 |
Permutation Search Methods are Efficient, Yet Faster Search is Possible
Bilegsaikhan Naidan, Leonid Boytsov, Eric Nyberg
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cs.LG
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57 |
10 years ago |
| 140 |
WiSeDB: A Learning-based Workload Management Advisor for Cloud Databases
Ryan Marcus, Olga Papaemmanouil
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cs.DB
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56 |
10 years ago |
| 141 |
Lifetime-Based Memory Management for Distributed Data Processing Systems
Lu Lu, Xuanhua Shi, ... (+6 more)
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10 years ago |
| 142 |
Efficient Oblivious Database Joins
Simeon Krastnikov, Florian Kerschbaum, Douglas Stebila
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cs.DB
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54 |
6 years ago |
| 143 |
One-Pass Error Bounded Trajectory Simplification
Xuelian Lin, Shuai Ma, ... (+3 more)
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9 years ago |
| 144 |
Hypergraph Motifs: Concepts, Algorithms, and Discoveries
Geon Lee, Jihoon Ko, Kijung Shin
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cs.SI
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53 |
6 years ago |
| 145 |
The Case for Learned Spatial Indexes
Varun Pandey, Alexander van Renen, ... (+4 more)
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cs.DB
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5 years ago |
| 146 |
Real Time Analytics: Algorithms and Systems
Arun Kejariwal, Sanjeev Kulkarni, Karthik Ramasamy
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cs.DB
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53 |
8 years ago |
| 147 |
An Empirical Evaluation of Columnar Storage Formats
Xinyu Zeng, Yulong Hui, ... (+4 more)
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cs.DB
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3 years ago |
| 148 |
Revenue Maximization for Query Pricing
Shuchi Chawla, Shaleen Deep, ... (+2 more)
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cs.DB
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52 |
6 years ago |
| 149 |
LLM-PBE: Assessing Data Privacy in Large Language Models
Qinbin Li, Junyuan Hong, ... (+11 more)
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cs.CR
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52 |
1 year ago |
| 150 |
ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems
Yi Zhang, Jan Deriu, ... (+4 more)
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cs.DB
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2 years ago |