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Graph500: Benchmark, Top 10 ranking & Overview

The Graph500 is a rating of supercomputer systems, focused on data-intensive loads. The project was announced on International Supercomputing Conference in June 2010. The first list was published at the ACM/IEEE Supercomputing Conference in November 2010. New versions of the list are published twice a year. The main performance metric used to rank the…

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Graph500 topic overview

The analysis highlights Benchmark, Top 10 ranking and Overview as prominent areas in the source structure around Graph500.

Related topics
15
Source areas
3
Connected nodes
18
Extracted relationships
16
Concept neighborhoods
10
Bridge connections
18

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 · 9 topics
Benchmark · 5 topics
Top 10 ranking · 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

Benchmark

Top 10 ranking

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 Graph500 connects Entity context

The extracted context around Graph500 shows recurring relationship patterns in the source. For example, Graph500 → BFS, Compressed Sparse Row/Column, CSC, CSR, GB, It, Kronecker, PB, RAM, Scales, Six, SSSP, TB, The, There Another extracted example is Graph500 → rating of supercomputer systems. Use these groups to spot repeated connection types before inspecting the individual relationships.

Graph500

Top relations

related to Benchmark · 15
Graph500 → BFS, Compressed Sparse Row/Column, CSC, CSR, GB, It, Kronecker, PB, RAM, Scales, Six, SSSP, TB, The, There
is a · 1
Graph500 → rating of supercomputer systems

Important terminology

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

Important terminology

list graph june published performance top500 benchmark according per 2014 search rating systems supercomputing conference 2010 metric supercomputers like hpl

Graph500 relationships Subject–Predicate–Object triples

TTTA extracted 16 structured relationships around Graph500. Examples in this analysis include Graph500 → is a → rating of supercomputer systems and Graph500 → related to Benchmark → The. The table shows each extracted connection, where it came from and its confidence.

SubjectPredicateObjectConfidenceSrc
Graph500is arating of supercomputer systems0.90text
Graph500related to BenchmarkThe0.60section
Graph500related to BenchmarkIt0.60section
Graph500related to BenchmarkKronecker0.60section
Graph500related to BenchmarkThere0.60section
Graph500related to BenchmarkCSR0.60section
Graph500related to BenchmarkCSC0.60section
Graph500related to BenchmarkCompressed Sparse Row/Column0.60section
Graph500related to BenchmarkBFS0.60section
Graph500related to BenchmarkSSSP0.60section
Graph500related to BenchmarkSix0.60section
Graph500related to BenchmarkScales0.60section

Related concept clusters Concept neighborhoods

The concept neighborhoods around Graph500 bring nearby vocabulary together. In this analysis, examples include Also, Instead and Rating. Use the clusters to find adjacent concepts and terminology that may deserve separate research.

  • benchmark
    • Graph
    • Championship
    • Computer
    • First
    • Graph500
    • Implementation
    • Instead
    • Paper
    • Sandia
    • Second
    • Several
    • Used
  • top500
    • Hpl
    • Like
    • Sandia
    • Performance
    • According
    • Graph
    • List
    • Also
    • Based
    • Computer
    • Instead
    • Metric
  • kronecker graph
    • Per
    • Search
    • Top500
    • Benchmark
    • List
    • Hpl
    • Like
    • Metric
    • Paper
    • Sandia
    • Second
    • Performance
  • traversed edges per second
    • Second
    • Performance
    • Graph
    • Supercomputers
    • Used
    • Also
    • Hpl
    • Like
    • Search
    • Benchmark
    • Top500
    • According
  • Graph500
    • Also
    • Instead
    • Rating
    • Supercomputer
    • Systems
    • Used
    • Benchmark
  • graph500
    • Also
    • Instead
    • Rating
    • Supercomputer
    • Systems
    • Used
    • Benchmark
  • international supercomputing conference
    • Conference
    • Supercomputing
    • First
    • November
    • Published
    • June
    • List
  • acm/ieee supercomputing conference
    • Conference
    • Supercomputing
    • First
    • November
    • Published
    • June
    • List

Connections between topic areas Semantic bridges

For Graph500, one of the stronger structural bridges in this analysis connects Graph500 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
Graph500 — Overview · splits 9 ⟂ 10
Graph500 — Benchmark · splits 13 ⟂ 6

Map overview Semantic statistics

Graph500

Nodes19
Edges18
Triples16
Avg. degree1.89
Density0.105263
Components1

Source & methodology

TTTA analyzes the structure around Graph500 to surface related topics, entities, relationships, concept neighborhoods and bridge connections. Use the map to explore areas such as Benchmark, Top 10 ranking & Overview, including less central topics that may reveal useful research gaps. Automatically extracted connections are research leads rather than rewritten encyclopedia content.

Source: Wikipedia — Graph500 · EN edition · Analysis: TopicsToTalkAbout

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