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In a distributed environment, the volume of graph database increases quickly because graphs emerge from several autonomous sources. Sub-graph query processing is a challenging problem in distributed environment.
Shaik Fathimabi +2 more
doaj +1 more source
Partitioning Complex Networks via Size-constrained Clustering [PDF]
The most commonly used method to tackle the graph partitioning problem in practice is the multilevel approach. During a coarsening phase, a multilevel graph partitioning algorithm reduces the graph size by iteratively contracting nodes and edges until ...
B. Hendrickson +10 more
core +1 more source
On partitions of graphs into trees
AbstractWe consider the minimum number ⊤(G) of subsets into which the edge set E(G) of a graph G can be partitioned so that each subset forms a tree. It is shown that for any connected G with n vertices, we always have τ(G)⩽⌈12n⌉.
openaire +2 more sources
Boundary Vertices Sensitive Vertex-Cut Partitioning Algorithm
Graph Partitioning is one of the favorite research topics among researchers since the 70s. It attracts a diverse group of researchers from various fields such as engineering, science and mathematics. In the last decade, the graphs have increased in size
Asad Feroz Ali, Syed Saif ur Rahman
doaj +1 more source
The usage of RISC-based embedded processors, aimed at low cost and low power, is becoming an increasingly popular ecosystem for both hardware and software development.
Erez Manor, Shlomo Greenberg
doaj +1 more source
Parallel Graph Partitioning for Complex Networks [PDF]
Processing large complex networks like social networks or web graphs has recently attracted considerable interest. In order to do this in parallel, we need to partition them into pieces of about equal size.
Meyerhenke, Henning +2 more
core +1 more source
From omics to AI—mapping the pathogenic pathways in type 2 diabetes
Integrating multi‐omics data with AI‐based modelling (unsupervised and supervised machine learning) identify optimal patient clusters, informing AI‐driven accurate risk stratification. Digital twins simulate individual trajectories in real time, guiding precision medicine by matching patients to targeted therapies.
Siobhán O'Sullivan +2 more
wiley +1 more source
Efficient Large Graph Partitioning Scheme Using Incremental Processing in GPU
As the processing of large-scale graphs on a single device is infeasible without partitioning, graph partitioning algorithms are essential for various algorithms and distributed computing tasks utilizing graph data.
Hyeonbyeong Lee +8 more
doaj +1 more source
Phytohormone brassinosteroid‐induced gene regulation by the transcription factor BIL1/BZR1 involves redox‐dependent DNA‐binding alternation and interaction with the transcription factor PIF4. The reduced BIL1/BZR1 dimer binds preferred cis‐elements, while oxidation alters its oligomerization state and disrupts DNA‐binding ability.
Shohei Nosaki +4 more
wiley +1 more source
A Partitioning and Index Algorithm for RDF Data of Cloud-Based Robotic Systems
Robotic systems generally employ resource description framework (RDF) to express heterogeneous data coming from different sensors. With the access of more terminals, the RDF volume in robotic systems is becoming larger and larger, posing new significant ...
Yonglin Leng +3 more
doaj +1 more source

