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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

Efficient Query Processing Over Web-Scale RDF Data

January 2019

PhD Thesis: Purdue University | January 2019

Podcast

Building contextually intelligent assistants with Dr. Paul Bennett

January 16, 2019

Episode 59, January 16, 2019 – Dr. Bennett brings us up to speed on the science of contextually intelligent assistants, explains how what we think our machines can do actually shapes what we expect them…

Publication

Open data using Cloud infrastructure

Joint International Conference on Data Science and Management of Data (CoDS-COMAD) 2019 | January 2019

Publication

FiberClay: Sculpting Three Dimensional Trajectories to Reveal Structural Insights

Christophe Hurter, Nathalie Henry Riche, Steven Drucker, Maxime Cordeil, Richard Alligier, Romain Vuillemot

IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 704-714

Publication

Querying Videos Using DNN Generated Labels

Yifan Wu, Steven Drucker, Matthai Philipose, Lenin Ravindranath Sivalingam

HILDA’18: Workshop on Human-In-the-Loop Data Analytics | January 2019

Project

Publication

Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering

Bailu Ding, Lucja Kot, Johannes Gehrke

Proceedings of the VLDB Endowment (VLDB 2019) | January 2019

Publication

Serverless Event-Stream Processing over Virtual Actors

Phil Bernstein, Todd Porter, Rahul Potharaju, Shivaram Venkataraman, Wentao Wu

Conference on Innovative Data Systems Research (CIDR 2019) | January 2019

Publication

Augmenting Visualizations with Interactive Data Facts to Facilitate Interpretation and Communication

Arjun Srinivasn, Steven Drucker, Alex Endert, John Stasko

IEEE Transactions on Visualization and Computer Graphics | January 2019, Vol 25(1): pp. 672-681

Publication

GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition

Hui Chen, Zijia Lin, Guiguang Ding, Jian-Guang Lou, Yusen Zhang, Börje F. Karlsson

AAAI19 | January 2019

Project

Publication

Glanceable Visualization: Studies of Data Comparison Performance on Smartwatches

Tanja Blascheck, Lonni Besançon, Anastasia Bezerianos, Bongshin Lee, Petra Isenberg

IEEE Transactions on Visualization and Computer Graphics | January 2019

Project

Data platforms and analytics

Highlights