Research any topic before you write.

Find related topics. | Discover entities. | See connections. | Build a topical map.

SmartFrog: History, Art & Products

SmartFrog (Smart Framework for Object Groups) is a Java based open-source framework for helping host large-scale applications across component-based distributed system. It is proposed to make the design, configuration, deployment and management of distributed systems easier, correct and automatic. SmartFrog mainly consists of three aspects: SmartFrog…

Language: English [EN]
Use the mouse wheel or two fingers (on touchscreens) to zoom in and out of the map.
100%
More settings
100% 100% 100% 100% 100%

SmartFrog topic overview

The analysis highlights History, Art and Products as prominent areas in the source structure around SmartFrog.

Related topics
25
Source areas
5
Connected nodes
30
Extracted relationships
75
Concept neighborhoods
16
Bridge connections
30

What this topic covers Research coverage

Source areas are shown by the number of related topics found in each part of the analysis. Use smaller areas too: they can reveal specialized angles and content gaps.

History · 6 topics
Overview · 6 topics
Related projects · 6 topics
Security · 5 topics
Features · 2 topics

Smaller areas are not necessarily less important. They contain fewer connections in this analysis and can be useful for finding specialized angles or coverage gaps.

Key facts & relationships

High-confidence facts extracted from structured source data. Use them as anchors for further research.

Developer
HP Labs in Bristol, England
License
Apache License 2.0
Platform
Linux, Microsoft Windows XP SP2, Microsoft Windows Vista, HP-UX, Mac OS/X
Release
January 24, 2004; 22 years ago (2004-01-24)
Repository
sourceforge.net/projects/smartfrog/
Stable release
3.18.016 / March 13, 2012; 14 years ago (2012-03-13)

Explore all related topics Closing gaps

Browse the complete topic structure, not only the most central items. Less prominent entities and concepts can reveal missing angles, specialized context and useful research gaps. Each item opens a new analysis centered on that subject.

Overview

History

Features

Security

Related projects

Advanced semantic analysis

Deeper signals for content research, entity SEO and topical coverage. The plain-language headings explain what each technical view is useful for.

How SmartFrog connects Entity context

The extracted context around SmartFrog shows recurring relationship patterns in the source. For example, SmartFrog → Apache License, As, GNU Lesser General Public, Hewlett Packard Enterprise, Hewlett Packard Enterprise's, Hewlett-Packard's, Hewlett-Packard's European Research Labs, HP, HP Inc, In, It, January, LGPL, License, SourceForge Another extracted example is SmartFrog → Edinburgh Parallel Computing Centre, Edinburgh University, EPCC, Grid, HP Laboratories, Informatics, LCFG, Local ConFiGuration, School, The, The GridWeaver, This. Use these groups to spot repeated connection types before inspecting the individual relationships.

SmartFrog

Top relations

related to history · 15
SmartFrog → Apache License, As, GNU Lesser General Public, Hewlett Packard Enterprise, Hewlett Packard Enterprise's, Hewlett-Packard's, Hewlett-Packard's European Research Labs, HP, HP Inc, In, It, January, LGPL, License, SourceForge
related to The GridWeaver Project · 12
SmartFrog → Edinburgh Parallel Computing Centre, Edinburgh University, EPCC, Grid, HP Laboratories, Informatics, LCFG, Local ConFiGuration, School, The, The GridWeaver, This
related to Security · 8
SmartFrog → CA, Communications, In, Only, PKI, SmartFrog Daemon, TLS, Transport Layer Security
related to External links · 7
SmartFrog → February, Google Usenix Paper, Official WebsiteHP Labs SmartFrog, Project, SourceForgeReferenced, Wayback Machine, Website
related to Template mechanism · 7
SmartFrog → For, However, In SmartFrog, Prototyping, Typically, Users, Using SmartFrog
related to Cross-client model · 4
SmartFrog → However, The, There, This
related to SFJS · 4
SmartFrog → Configured Things, Node, Patrick Goldsack, SFJS
related to Component model · 3
SmartFrog → Every, In SmartFrog, Java
related to Runtime system · 3
SmartFrog → It, SmartFrog Language, The
Developer · 1
SmartFrog → HP Labs in Bristol, England

Important terminology

Use these terms to understand the vocabulary surrounding the topic, not as a checklist for keyword stuffing.

Important terminology

system components configuration framework component language model management project runtime hp java systems distributed also template sourceforge used using software

SmartFrog relationships Subject–Predicate–Object triples

TTTA extracted 75 structured relationships around SmartFrog. Examples in this analysis include SmartFrog → Developer → HP Labs in Bristol, England and SmartFrog → License → Apache License 2.0. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
SmartFrogDeveloperHP Labs in Bristol, England1.00infobox
SmartFrogLicenseApache License 2.01.00infobox
SmartFrogPlatformLinux, Microsoft Windows XP SP2, Microsoft Windows Vista, HP-UX, Mac OS/X1.00infobox
SmartFrogReleaseJanuary 24, 2004; 22 years ago (2004-01-24)1.00infobox
SmartFrogRepositorysourceforge.net/projects/smartfrog/1.00infobox
SmartFrogStable release3.18.016 / March 13, 2012; 14 years ago (2012-03-13)1.00infobox
SmartFrogTypeConfiguration management, Framework1.00infobox
SmartFrogWebsitewww.smartfrog.org1.00infobox
SmartFrogWritten inJava1.00infobox
SmartFrogis aframework0.90text
SmartFrogrelated to As a frameworkInstead0.60section
SmartFrogrelated to Component modelIn SmartFrog0.60section

Related concept clusters Concept neighborhoods

The concept neighborhoods around SmartFrog bring nearby vocabulary together. In this analysis, examples include System, Component and Components. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • SmartFrog
    • System
    • Component
    • Components
    • Configuration
    • Language
    • Runtime
    • Software
    • Model
    • Library
    • License
    • Sfjs
    • Sourceforge
  • smartfrog
    • System
    • Component
    • Components
    • Configuration
    • Language
    • Runtime
    • Software
    • Model
    • Library
    • License
    • Sfjs
    • Sourceforge
  • java
    • Written
    • Projects
    • Across
    • Applications
    • Component
    • History
    • Labs
    • Large-scale
    • Mechanism
    • Based
    • Distributed
    • Every
  • configuration
    • Management
    • Project
    • Systems
    • System
    • Hp
    • Language
    • Component
    • Labs
    • Mechanism
    • Smartfrog
    • Sfjs
    • Sourceforge
  • local configuration system (lcfg)
    • Management
    • Project
    • Systems
    • System
    • Hp
    • Language
    • Component
    • Labs
    • Mechanism
    • Smartfrog
    • Sfjs
    • Sourceforge
  • runtime system
    • Library
    • Sfjs
    • Written
    • Component
    • Model
    • Projects
    • History
    • Labs
    • Mechanism
    • System
    • License
    • Sourceforge
  • hp inc.
    • Management
    • Project
    • Labs
    • License
    • Sourceforge
    • Projects
    • Mechanism
    • Java
    • Service
    • Sfjs
    • Template
    • Written
  • distributed system
    • Large-scale
    • Deployment
    • Make
    • Java
    • Systems
    • Using
    • Management
    • Mode
    • System
    • Template
    • Written
    • Framework

Connections between topic areas Semantic bridges

For SmartFrog, one of the stronger structural bridges in this analysis connects SmartFrog with Overview. Bridges highlight paths between different parts of the map and can reveal research angles that are easy to miss in a flat list.

Min side: 3
SmartFrogOverview · splits 24 ⟂ 7
SmartFrogHistory · splits 24 ⟂ 7
SmartFrogRelated projects · splits 24 ⟂ 7
SmartFrogSecurity · splits 25 ⟂ 6
SmartFrogFeatures · splits 28 ⟂ 3

Map overview Semantic statistics

SmartFrog

Nodes31
Edges30
Triples75
Avg. degree1.94
Density0.064516
Components1

Source & methodology

TTTA analyzes the structure around SmartFrog to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as History, Art & Products, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — SmartFrog · EN edition · Analysis: TopicsToTalkAbout

For writers, content strategists, SEOs, marketers and creators — from quick topic research to advanced semantic analysis.