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09/13/2022
Space-Efficient Random Walks on Streaming Graphs
Graphs in many applications, such as social networks and IoT, are inhere...
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06/01/2022
Good Intentions: Adaptive Parameter Servers via Intent Signaling
Parameter servers (PSs) ease the implementation of distributed training ...
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02/07/2022
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning
Knowledge graph completion (a.k.a. link prediction), i.e., the task of i...
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04/01/2021
Replicate or Relocate? Non-Uniform Access in Parameter Servers
Parameter servers (PSs) facilitate the implementation of distributed tra...
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02/10/2020
RDFFrames: Knowledge Graph Access for Machine Learning Tools
Knowledge graphs represented as RDF datasets are becoming increasingly p...
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09/06/2019
Agora: Towards An Open Ecosystem for Democratizing Data Science Artificial Intelligence
Data science and artificial intelligence are driven by a plethora of div...
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05/22/2019
AI-CARGO: A Data-Driven Air-Cargo Revenue Management System
We propose AI-CARGO, a revenue management system for air-cargo that comb...
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05/29/2018
Building your Cross-Platform Application with RHEEM
Today, organizations typically perform tedious and costly tasks to juggl...
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05/09/2018