Towards Scalable Dataframe Systems (English)
- New search for: Petersohn, Devin
- New search for: Macke, Stephen
- New search for: Xin, Doris
- New search for: Ma, William
- New search for: Lee, Doris
- New search for: Mo, Xiangxi
- New search for: Gonzalez, Joseph
- New search for: Hellerstein, Joseph M.
- New search for: Joseph, Anthony
- New search for: Parameswaran, Aditya
- New search for: Petersohn, Devin
- New search for: Macke, Stephen
- New search for: Xin, Doris
- New search for: Ma, William
- New search for: Lee, Doris
- New search for: Mo, Xiangxi
- New search for: Gonzalez, Joseph
- New search for: Hellerstein, Joseph M.
- New search for: Joseph, Anthony
- New search for: Parameswaran, Aditya
In:
46th International Conference on Very Large Data Bases ; Volume 3 of 5
; 2033-2046
;
2020
- Conference paper / Print
-
Title:Towards Scalable Dataframe Systems
-
Contributors:Petersohn, Devin ( author ) / Macke, Stephen ( author ) / Xin, Doris ( author ) / Ma, William ( author ) / Lee, Doris ( author ) / Mo, Xiangxi ( author ) / Gonzalez, Joseph ( author ) / Hellerstein, Joseph M. ( author ) / Joseph, Anthony ( author ) / Parameswaran, Aditya ( author )
-
Conference:VLDB ; 46. ; 2020 ; Online
-
Published in:
-
Publisher:
- New search for: Curran Asssociates, Inc.
-
Place of publication:Red Hook, NY
-
Publication date:2020
-
Type of media:Conference paper
-
Type of material:Print
-
Language:English
-
Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1401
-
ADnEV: Cross-Domain Schema Matching using Deep Similarity Matrix Adjustment and EvaluationShraga, Roee / Gal, Avigdor / Roitman, Haggai et al. | 2020
- 1416
-
Query Performance Prediction for Concurrent Queries using Graph EmbeddingZhou, Xuanhe / Sun, Ji / Li, Guoliang / Feng, Jianhua et al. | 2020
- 1429
-
Scalable, Near-Zero Loss Disaster Recovery for Distributed Data StoresAlquraan, Ahmed / Kogan, Alex / Marathe, Virendra / Al-Kiswany, Samer et al. | 2020
- 1443
-
VHP: Approximate Nearest Neighbor Search via Virtual Hypersphere PartitioningLu, Kejing / Wang, Hongya / Wang, Wei / Kudo, Mineichi et al. | 2020
- 1456
-
IDAR: Fast Supergraph Search Using DAG IntegrationKim, Hyunjoon / Min, Seunghwan / Park, Kunsoo / Lin, Xuemin / Hong, Seok-Hee / Han, Woock-Shin et al. | 2020
- 1469
-
Guided Exploration of User GroupsSeleznova, Mariia / Omidvar-Tehrani, Behrooz / Amer-Yahia, Sihem / Simon, Eric et al. | 2020
- 1483
-
IDEC: Indexable Distance Estimating Codes for Approximate Nearest Neighbor SearchGong, Long / Wang, Huayi / Ogihara, Mitsunori / Xu, Jun et al. | 2020
- 1498
-
Efficient Algorithms for Budgeted Influence Maximization on Massive Social NetworksBian, Song / Guo, Qintian / Wang, Sibo / Yu, Jeffrey Xu et al. | 2020
- 1511
-
Mining Top-k Pairs of Correlated Subgraphs in a Large NetworkPrateek, Arneish / Khan, Arijit / Goyal, Akshit / Ranu, Sayan et al. | 2020
- 1525
-
FireLedger: A High Throughput Blockchain Consensus ProtocolBuchnik, Yehonatan / Friedman, Roy et al. | 2020
- 1540
-
Put an Elephant into a Fridge: Optimizing Cache Efficiency for In-memory Key-value StoresWang, Kefei / Liu, Jian / Chen, Feng et al. | 2020
- 1555
-
Anytime Stochastic Routing with Hybrid LearningPedersen, Simon Aagaard / Yang, Bin / Jensen, Christian S. et al. | 2020
- 1568
-
Understanding the Effect of Data Center Resource Disaggregation on Production DBMSsZhang, Qizhen / Cai, Yifan / Chen, Xinyi / Angel, Sebastian / Chen, Ang / Liu, Vincent / Loo, Boon Thau et al. | 2020
- 1582
-
Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive QueriesTziavelis, Nikolaos / Ajwani, Deepak / Gatterbauer, Wolfgang / Riedewald, Mirek / Yang, Xiaofeng et al. | 2020
- 1598
-
Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMsDhulipala, Laxman / McGuffey, Charles / Kang, Hongbo / Gu, Yan / Blelloch, Guy / Gibbons, Phillip B. / Shun, Julian et al. | 2020
- 1614
-
Pricing Influential Nodes in Online Social NetworksZhu, Yuqing / Tang, Jing / Tang, Xueyan et al. | 2020
- 1628
-
KClist++: A Simple Algorithm for Finding k-Clique Densest Subgraphs in Large GraphsSun, Bintao / Dansich, Maximilien / Chan, T.-H. Hubert / Sozio, Mauro et al. | 2020
- 1641
-
Dynamic Interleaving of Content and Structure for Robust Indexing of Semi-Structured Hierarchical DataWellenzohn, Kevin / Böhlen, Michael H. / Helmer, Sven et al. | 2020
- 1654
-
ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic GraphsAgarwal, Shubhangi / Dutta, Sourav / Bhattacharya, Arnab et al. | 2020
- 1669
-
Fast Incremental Discovery of Pointwise Order DependenciesTan, Zijing / Ran, Ai / Ma, Shuai / Qin, Sheng et al. | 2020
- 1682
-
Approximate Denial ConstraintsLivshits, Ester / Heidari, Alireza / Ilyas, Ihab F. / Kimelfeld, Benny et al. | 2020
- 1696
-
Sharing Opportunities for OLTP Workloads in Different Isolation LevelsRehrmann, Robin / Binnig, Carsten / Boehm, Alexander / Kim, Kihong / Lehner, Wolfgang et al. | 2020
- 1709
-
Biclustering and Boolean Matrix Factorization in Data StreamsNeumann, Stefan / Miettinen, Pauli et al. | 2020
- 1723
-
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information NetworksJian, Xun / Wang, Yue / Chen, Lei et al. | 2020
- 1737
-
Natural language to SQL: Where are we today?Kim, Hyeonji / So, Byeong-Hoon / Han, Wock-Shin / Lee, Hongrae et al. | 2020
- 1751
-
Accelerating Truss Decomposition on Heterogeneous ProcessorsChe, Yulin / Lai, Zhuchang / Sun, Shixuan / Wang, Yue / Luo, Qiong et al. | 2020
- 1765
-
Searching a Database of Source Codes Using Contextualized Code SearchMukherjee, Rohan / Jermaine, Chris / Chaudhuri, Swarat et al. | 2020
- 1779
-
Data Stream Event Prediction Based on Timing Knowledge and State TransitionsLi, Yan / Ge, Tingjian / Chen, Cindy et al. | 2020
- 1793
-
Shared Arrangements: practical inter-query sharing for streaming dataflowsMcSherry, Frank / Lattuada, Andrea / Schwarzkopf, Malte / Roscoe, Timothy et al. | 2020
- 1807
-
SmartBench: A Benchmark For Data Management In Smart SpacesGupta, Peeyush / Carey, Michael / Mehrotra, Sharad / Yus, Roberto et al. | 2020
- 1821
-
Series2Graph: Graph-based Subsequence Anomaly Detection for Time SeriesBoniol, Paul / Palpana, Themis et al. | 2020
- 1835
-
Sato: Contextual Semantic Type Detection in TablesZhang, Dan / Suhara, Yoshihiko / Li, Jinfeng / Hulsebos, Madelon / Demiralp, Çağatay / Tan, Wang-Chiew et al. | 2020
- 1849
-
TransNet: Training Privacy-Preserving Neural Network over Transformed LayerHe, Qijian / Yang, Wei / Chen, Bingren / Geng, Yangyang / Huang, Liusheng et al. | 2020
- 1863
-
Capturing Associations in GraphsFan, Wenfei / Jin, Ruochun / Liu, Muyang / Lu, Ping / Tian, Chao / Zhou, Jingren et al. | 2020
- 1877
-
Dynamic Parameter Allocation in Parameter ServersRenz-Wieland, Alexander / Gemulla, Rainer / Zeuch, Steffen / Markl, Volker et al. | 2020
- 1891
-
Adopting Worst-Case Optimal Joins in Relational Database SystemsFreitag, Michael / Bandle, Maximilian / Schmidt, Tobias / Kemper, Alfons / Neumann, Thomas et al. | 2020
- 1905
-
A workload-adaptive mechanism for linear queries under local differential privacyMcKenna, Ryan / Maity, Raj Kumar / Mazumdar, Arya / Miklau, Gerome et al. | 2020
- 1919
-
SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear AlgebraWang, Yisu R. / Hutchison, Shana / Suciu, Dan / Howe, Bill G. / Leang, Jonathan L. et al. | 2020
- 1933
-
Data Market Platforms: Trading Data Assets to Solve Data ProblemsFernandez, Raul Castro / Subramaniam, Pranav / Franklin, Michael et al. | 2020
- 1948
-
Baran: Effective Error Correction via a Unified Context Representation and Transfer LearningMahdavi, Mohammad / Abedjan, Ziawasch et al. | 2020
- 1962
-
Relational Data Synthesis using Generative Adversarial Networks: A Design Space ExplorationFan, Ju / Liu, Tongyu / Li, Guoliang / Chen, Junyou / Shen, Yuwei / Du, Xiaoyong et al. | 2020
- 1976
-
Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage EnginesYang, Lei / WU, HONG / Zhang, Tieying / Cheng, Xuntao / Li, Feifei / Zou, Lei / Wang, Yujie / Chen, Rongyao / Wang, Jianying / Huang, Gui et al. | 2020
- 1990
-
Approximate Selection with Guarantees using ProxiesKang, Daniel / Gan, Edward / Bailis, Peter D. / Hashimoto, Tatsunori / Zaharia, Matei et al. | 2020
- 2004
-
2R: Efficiently Isolating Cold Pages in Flash StoragesKang, Minji / Choi, Soyee / Oh, Gihwan / Lee, Sang Won et al. | 2020
- 2018
-
Knowledge TranslationBashardoost, Bahar Ghadiri / Miller, Renée J. / Lyons, Kelly / Nargesian, Fatemeh et al. | 2020
- 2033
-
Towards Scalable Dataframe SystemsPetersohn, Devin / Macke, Stephen / Xin, Doris / Ma, William / Lee, Doris / Mo, Xiangxi / Gonzalez, Joseph / Hellerstein, Joseph M. / Joseph, Anthony / Parameswaran, Aditya et al. | 2020
- 2047
-
Aria: A Fast and Practical Deterministic OLTP DatabaseLu, Yi / Yu, Xiangyao / Cao, Lei / Madden, Samuel et al. | 2020
- 2061
-
The Computation of Optimal Subset RepairsMiao, Dongjing / Cai, Zhipeng / Li, Jianzhong / Gao, Xiangyu / Liu, Xianmin et al. | 2020
- 2075
-
Pytheas: Pattern-based Table Discovery in CSV FilesChristodoulakis, Christina / Munson, Eric B. / Gabel, Moshe / Brown, Angela Demke / Miller, Renée J. et al. | 2020
- 2090
-
Privacy Preserving Vertical Federated Learning for Tree-based ModelsWu, Yuncheng / Cai, Shaofeng / Xiao, Xiaokui / Chen, Gang / Ooi, Beng Chin et al. | 2020