NSF BIGDATA PI Meeting – Domain Specific Research Directions and Data Sets Lisa Singh, Amol Deshpande, Wenchao Zhou, Arindam Banerjee, Alex Bowers, Sorelle Friedler, H.V. Jagadish, George Karypis, Zoran Obradovic, Anil

Source URL: www.bi.vt.edu

Research Software Systems DATABASE SYSTEMS Faculty: Michael Cafarella , H.V. Jagadish,

Source URL: eecs.umich.edu

A researcher’s role in society H. V. Jagadish University of Michigan Main Points •  assessing the ethical impact of your

Source URL: dbweb.enst.fr

DSH: Data Sensitive Hashing for High-Dimensional k-NN Search Jinyang Gao† , H. V. Jagadish§ , Wei Lu† , Beng Chin Ooi† †

Source URL: www.comp.nus.edu.sg

Selective Hashing: Closing the Gap between Radius Search and k-NN Search Jinyang Gao‡ H. V. Jagadish§

Source URL: www.comp.nus.edu.sg

• Search algorithms
• Information science
• Information retrieval
• Mathematics
• Nearest neighbor search
• Locality-sensitive hashing
• K-nearest neighbors algorithm
• Hash function
• Hash table
• Curse of dimensionality
• Similarity search

BATON: A Balanced Tree Structure for Peer-to-Peer Networks H.V. Jagadish 1,2

Source URL: www.comp.nus.edu.sg

• Distributed data storage
• Computing
• Computer programming
• Graph theory
• BATON Overlay
• Tapestry
• B-tree
• Pastry
• Distributed hash table
• Chord
• Tree
• Binary tree

Database Meets Deep Learning: Challenges and Opportunities Wei Wang† , Meihui Zhang‡ , Gang Chen§ , H. V. Jagadish# , Beng Chin Ooi† , Kian-Lee Tan† †

Source URL: www.comp.nus.edu.sg

• Computing
• Concurrent computing
• Parallel computing
• Applied mathematics
• Computational linguistics
• Computational neuroscience
• Formal sciences
• Artificial neural networks
• Deep learning
• Machine learning
• Database
• Recurrent neural network

Speeding up Search in Peer-to-Peer Networks with A Multi-way Tree Structure H. V. Jagadish ∗ Beng Chin Ooi †

Source URL: www.comp.nus.edu.sg

• Distributed data storage
• Binary trees
• Data types
• B-tree
• R-tree
• Chord
• Tree
• Binary search tree
• T-tree
• Routing
• R* tree
• Node

1 Federation in Cloud Data Management: Challenges and Opportunities Gang Chen, Member, IEEE, H. V. Jagadish, Member, IEEE, Dawei Jiang, David Maier, Senior Member, IEEE, Beng Chin Ooi, Fellow, IEEE, Kian-Lee Tan, Member

Source URL: www.comp.nus.edu.sg

• Cloud infrastructure
• Parallel computing
• Distributed computing architecture
• Apache Hadoop
• Apache Software Foundation
• MapReduce
• Database
• Cloud storage
• Big data
• Cloud computing
• Data-intensive computing
• Distributed file system for cloud

Department  Rankers  and  Rankings:   Truths  and  Consequences   H.  V.  Jagadish,  U.  Michigan   Fred  Schneider,  Cornell  U.   •  Rankings  maBer  

Source URL: cra.org