A GPU/CPU Hybrid Cluster for Accelerating Network-of-X Research and Education

Abstract

In the age of AI and big data, networks provide powerful context to connect different things (e.g., entities, datasets, models) together. This phenomenon is referred to as Network-of-X in this project. By linking different entities, datasets, and data mining models together, Network-of-X brings a unique opportunity to dramatically enrich the modeling power, boost the mining performance, and broaden the reasoning capabilities.

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Document Details

Document Type
Technical Report
Publication Date
Apr 24, 2022
Accession Number
AD1194228

Entities

People

  • Hanghang Tong

Organizations

  • University of Illinois Urbana–Champaign

Tags

DTIC Thesaurus Topics

  • Abstracts
  • Algorithms
  • Anomaly Detection
  • Artificial Intelligence
  • Big Data
  • Change Detection
  • Classification
  • Computations
  • Computers
  • Contracts
  • Data Mining
  • Data Science
  • Database Management Systems
  • Deep Learning
  • Detection
  • Education
  • Information Operations
  • Machine Learning
  • Military Research
  • Monitoring
  • Neural Networks
  • Organizational Structure
  • Security
  • Standards
  • Students
  • Triangles

Fields of Study

  • Computer science

Readers

  • Database Systems and Applications
  • International Relations, focusing on Korea-Africa and North Korea-South Korea relations, and Nigeria-Latin American Relations.
  • Strategic Security Studies

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • AI & ML - Neural Networks