Large Scale Evolving Graph Analysis

By Editorial Team · September 29, 2026 · 4 min read

Large Scale Evolving Graph Analysis Information Guide

  1. Introduction of Large Scale Evolving Graph Analysis
  2. Key Details
  3. History
  4. Expert Insights
  5. Future Outlook

Introduction of Large Scale Evolving Graph Analysis

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Key Details

Machine Learning on Large-Scale Graphs Guide
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History

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How Google Operates Graphs at Scale: Spanner & BigQuery Graph | Piyush Mathur & Bei Li | GraphCon
How Google Operates Graphs at Scale: Spanner & BigQuery Graph | Piyush Mathur & Bei Li | GraphCon
Extreme-scale Graph Analysis on Blue Waters -- George Slota, Pennsylvania State University
Extreme-scale Graph Analysis on Blue Waters -- George Slota, Pennsylvania State University
[EuroSys'21] Tesseract: Distributed, General Graph Pattern Mining on Evolving Graphs (Long)
[EuroSys'21] Tesseract: Distributed, General Graph Pattern Mining on Evolving Graphs (Long)
Running Large Graph Algorithms: Evaluation of Current State-Of-the-Art and Lessons Learned
Running Large Graph Algorithms: Evaluation of Current State-Of-the-Art and Lessons Learned
DIMACS Sublinear Workshop: Vahab Mirrokni - Large-scale Graph Mining at Google NYC
DIMACS Sublinear Workshop: Vahab Mirrokni - Large-scale Graph Mining at Google NYC
Introduction to Graph processing at Planet Scale (Pregel, Giraph) | Ep. 9 | #KaaS-pod
Introduction to Graph processing at Planet Scale (Pregel, Giraph) | Ep. 9 | #KaaS-pod
NSDI '21 - TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs
NSDI '21 - TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs
Graphlab Workshop: Large-Scale Graph Clustering in MapReduce and Beyond
Graphlab Workshop: Large-Scale Graph Clustering in MapReduce and Beyond
Large-scale graphs with Google(TM) Pregel by MICHAEL HACKSTEIN at Big Data Spain 2014
Large-scale graphs with Google(TM) Pregel by MICHAEL HACKSTEIN at Big Data Spain 2014
Borislav Iordanov - Large Scale Graph Analytics
Borislav Iordanov - Large Scale Graph Analytics
Time evolving Graph Processing on Commodity Clusters: Spark Summit East talk by Anand Iyer
Time evolving Graph Processing on Commodity Clusters: Spark Summit East talk by Anand Iyer

Expert Insights

Data is compiled from public records and verified media reports.

Last Updated: September 29, 2026

Future Outlook

Information OSDI '26 - Efficient GPU-Centric Evolving Graph Processing at Scale Guide
For 2026, Large Scale Evolving Graph Analysis remains one of the most talked-about information profiles. Check back for the latest updates.

Disclaimer: Disclaimer: All information is compiled from publicly available data, media reports, and analysis. Actual details may vary.

Summary

Luana Ruiz (University of Pennsylvania) simons.berkeley.edu/node/22611 OSDI '26 - Efficient GPU-Centric In this session from GraphCon Seattle 2026, Piyush Mathur (Product Manager, Google Spanner) and Bei Li (Sr. Staff Engineer, ... Tesseract is the first distributed system for executing general Google Tech Talk February 11, 2010 ABSTRACT Presented by Dr. Andy Yoo, Lawrence Livermore National Laboratory. Vahab Mirrokni of Google Research presents his talk " cpp.rougneuron.in Disclaimer: The audio is generated using curated resources summarized by Google NotebookLM. We evaluate TEGRA against existing 2nd GraphLab Workshop, Prof. Vahab Mirrokni, Google. bigdataspain.org Abstract: bigdataspain.org/2014/conference/

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