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Work stealing: Multiprogramming variant, Algorithm & Efficiency

In parallel computing, work stealing is a scheduling strategy for multithreaded computer programs. It solves the problem of executing a dynamically multithreaded computation, one that can "spawn" new threads of execution, on a statically multithreaded computer, with a fixed number of processors (or cores). It does so efficiently in terms of execution…

Language: English [EN]
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Work stealing topic overview

The analysis highlights Multiprogramming variant, Algorithm and Efficiency as prominent areas in the source structure around Work stealing.

Related topics
38
Source areas
6
Connected nodes
44
Extracted relationships
41
Concept neighborhoods
19
Bridge connections
44

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.

Overview · 13 topics
Multiprogramming variant · 10 topics
Algorithm · 8 topics
Efficiency · 4 topics
Execution model · 2 topics
Alternatives · 1 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.

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

Execution model

Algorithm

Efficiency

Multiprogramming variant

Alternatives

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 Work stealing connects Entity context

The extracted context around Work stealing shows recurring relationship patterns in the source. For example, Work stealing → Blumofe, C-like, Child, Cilk Plus, It, Leiserson, Microsoft's Task Parallel Library, Note, OpenMP, This, Threading Building Blocks Another extracted example is Work stealing → Blumofe, However, Leiserson, Several, The, This. Use these groups to spot repeated connection types before inspecting the individual relationships.

Work stealing

Top relations

related to Child stealing vs. continuation stealing · 11
Work stealing → Blumofe, C-like, Child, Cilk Plus, It, Leiserson, Microsoft's Task Parallel Library, Note, OpenMP, This, Threading Building Blocks
related to Efficiency · 6
Work stealing → Blumofe, However, Leiserson, Several, The, This
related to Execution model · 6
Work stealing → As, Cilk-like, Each, Edges, Forks, Work
related to Algorithm · 5
Work stealing → Blumofe, Call, Each, Leiserson, The
related to Multiprogramming variant · 5
Work stealing → At, In, OS, PA, The
related to Space usage · 4
Work stealing → Blumofe, In, Leiserson, This
related to Alternatives · 3
Work stealing → Besides, PDF, Several
is a · 1
Work stealing → scheduling strategy for multithreaded computer programs

Important terminology

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

Important terminology

work stealing processors processor parallel thread computation execution scheduler threads new scheduling may queue computer items deque time join executing

Work stealing relationships Subject–Predicate–Object triples

TTTA extracted 41 structured relationships around Work stealing. Examples in this analysis include Work stealing → is a → scheduling strategy for multithreaded computer programs and Work stealing → related to Algorithm → The. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Work stealingis ascheduling strategy for multithreaded computer programs0.90text
Work stealingrelated to AlgorithmThe0.60section
Work stealingrelated to AlgorithmBlumofe0.60section
Work stealingrelated to AlgorithmLeiserson0.60section
Work stealingrelated to AlgorithmEach0.60section
Work stealingrelated to AlgorithmCall0.60section
Work stealingrelated to AlternativesSeveral0.60section
Work stealingrelated to AlternativesBesides0.60section
Work stealingrelated to AlternativesPDF0.60section
Work stealingrelated to Child stealing vs. continuation stealingNote0.60section
Work stealingrelated to Child stealing vs. continuation stealingBlumofe0.60section
Work stealingrelated to Child stealing vs. continuation stealingLeiserson0.60section

Related concept clusters Concept neighborhoods

The concept neighborhoods around Work stealing bring nearby vocabulary together. In this analysis, examples include Stealing, Work and Processors. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • Work stealing
    • Stealing
    • Work
    • Processors
    • Processor
    • Scheduler
    • Parallel
    • Computation
    • Items
    • Variant
    • Computer
    • Displaystyle
    • Scheduled
  • work stealing
    • Stealing
    • Work
    • Processors
    • Processor
    • Scheduling
    • Scheduler
    • Parallel
    • Child
    • Computation
    • Algorithm
    • Items
    • Variant
  • parallel computing
    • Fork
    • Join
    • Work
    • Stealing
    • Library
    • Called
    • Child
    • Variant
    • Computation
    • Computations
    • Computer
    • May
  • task parallel library
    • Child
    • Fork
    • Join
    • Work
    • Stealing
    • Library
    • Parallel
    • Called
    • Variant
    • Computation
    • Computations
    • Computer
  • execution model
    • Spawn
    • Threads
    • Usage
    • Algorithm
    • Onto
    • New
    • May
    • Parallel
    • Work
    • Stealing
    • Thread
    • Continuation
  • serial computer
    • Multithreaded
    • Number
    • Time
    • Threads
    • Processors
    • Scheduler
    • Parallel
    • Work
    • Computation
    • Items
    • Stealing
    • System
  • algorithm
    • Onto
    • Continuation
    • Multiprogramming
    • Scheduled
    • Computation
    • Threads
    • Processors
    • Execution
    • Stealing
    • Usage
    • Called
    • Child
  • fork–join model
    • Join
    • Computations
    • Parallel
    • May
    • Continuation
    • Library
    • Scheduler
    • Usage
    • Child
    • Variant
    • Algorithm
    • Multiprogramming

Connections between topic areas Semantic bridges

For Work stealing, one of the stronger structural bridges in this analysis connects Work stealing 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
Work stealing — Overview · splits 31 ⟂ 14
Work stealing — Multiprogramming variant · splits 34 ⟂ 11
Work stealing — Algorithm · splits 36 ⟂ 9
Work stealing — Efficiency · splits 40 ⟂ 5
Work stealing — Execution model · splits 42 ⟂ 3

Map overview Semantic statistics

Work stealing

Nodes45
Edges44
Triples41
Avg. degree1.96
Density0.044444
Components1

Source & methodology

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

Source: Wikipedia — Work stealing · EN edition · Analysis: TopicsToTalkAbout

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