Agglomerative Algorithm for Graph Clustering

Patent №

US 10,552,129

Granted

2020-02-04

Filed 2018

Owner

SAP SE

Lab

AI components

3

ml · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15906652

Disclosed herein are system, method, and computer program product embodiments for determining clusters of operations in a data processing pipeline. By clustering the operations according to the operations' programming languages using the algorithm disclosed herein, performance efficiency gains can be achieved. The algorithm is iterative, traversing all operations in a data processing pipeline with subsequent iterations addressing the clustering regime determined by prior iterations.

Machine learningEvolutionary computationAI hardwareG06F 8/443G06F 8/31G06F 8/433G06F 9/3867G06F 9/544G06F 16/358G06F 8/72

AI classification

AI hardware1.00
Evolutionary computation1.00
Machine learning0.97
Natural language0.46
Knowledge representation0.01
Speech0.01
Planning0.00
Vision0.00

Ownership

SAP SE

assignment · 470520751

Assignors

SALGADO, CESAR, NETTO, GUSTAVO MARQUES, MOURA, LEONARDO FERNANDO, BOOS, RODRIGO AUGUSTO

On an employer assignment, the assignors are typically the inventors.

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