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bgl_nsdi2023's Issues

Code for BGL

Could you please share the code with me so that I can better understand the implementation?

Graph Partitioning Module

Hi, I'm particularly interested in BGL's graph partitioning module for my own research. I would love to see BGL's implementation of it if possible. Any chance it can be released soon?

how to use dgl with hdfs?

hi,
I want to store the graph data on 'hdfs' like you, and let 'dgl' load the data from 'hdfs'. The user guide of 'dgl' says that the dgl.load_graphs() function supports loading the graphs directly from hdfs by providing "hdfs://..." a path, but when I did this, the following problem occurred.
image

Can you tell me what changes you made in your code to make dgl load data from hdfs correctly?
Thank you very much!

Do we need proximity ordering for each minibatch?

A bfs tranverse on a 40M nodes graph costs
20s.If we do a proximity for each minibatch training it will cost a lot.Does you do a proximity ordering for each minibatch?
And how to implement a fifo cache on a single gpu?

Build BGL from source

Hi, I failed to build BGL from source. I have followed the instruction from DGL website, but it didn't work. I think it is because I use wrong version of dependencies. Could you please tell me the version of third_party libraries you use?

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