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Regularizing Sparse and Imbalanced Communications for Voxel-based Brain Simulations on Supercomputers

https://doi.org/10.1145/3545008.3545019
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1006/jpdc.1997.1403openalex-snapshot
A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering
inferredcites →https://doi.org/10.1007/978-3-319-98446-9_14openalex-snapshot
Solving the Quadratic Assignment Problem (QAP) Through a Fine-Grained Parallel Genetic Algorithm Implemented on GPUs
inferredcites →https://doi.org/10.1016/0020-0190(92)90140-qopenalex-snapshot
Finding good approximate vertex and edge partitions is NP-hard
inferredcites →https://doi.org/10.1016/j.neucom.2018.10.062openalex-snapshot
Multinode implementation of an extended Hodgkin–Huxley simulator
inferredcites →https://doi.org/10.1016/j.neuroscience.2021.01.014openalex-snapshot
Human-scale Brain Simulation via Supercomputer: A Case Study on the Cerebellum
inferredcites →https://doi.org/10.1016/j.parco.2016.04.004openalex-snapshot
Reducing latency cost in 2D sparse matrix partitioning models
inferredcites →https://doi.org/10.1016/j.parco.2019.03.006openalex-snapshot
MPI+OpenMP tasking scalability for multi-morphology simulations of the human brain
inferredcites →https://doi.org/10.1088/1741-2552/aa7fc5openalex-snapshot
BrainFrame: a node-level heterogeneous accelerator platform for neuron simulations
inferredcites →https://doi.org/10.1101/2020.04.27.063693openalex-snapshot
Larger GPU-accelerated brain simulations with procedural connectivity
inferredcites →https://doi.org/10.1109/71.642949openalex-snapshot
Efficient algorithms for all-to-all communications in multiport message-passing systems
inferredcites →https://doi.org/10.1109/bigdata.2014.7004265openalex-snapshot
PuLP: Scalable multi-objective multi-constraint partitioning for small-world networks
inferredcites →https://doi.org/10.1109/hipc.2017.00047openalex-snapshot
Exploiting Common Neighborhoods to Optimize MPI Neighborhood Collectives
inferredcites →https://doi.org/10.1109/ipdps.2015.18openalex-snapshot
Parallel Graph Partitioning for Complex Networks
inferredcites →https://doi.org/10.1137/15m1026183openalex-snapshot
Complex Network Partitioning Using Label Propagation
inferredcites →https://doi.org/10.1137/s1064827595287997openalex-snapshot
A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs
inferredcites →https://doi.org/10.1145/109025.109102openalex-snapshot
A parallel genetic algorithm for the graph partitioning problem
inferredcites →https://doi.org/10.1145/1978542.1978559openalex-snapshot
Cognitive computing
inferredcites →https://doi.org/10.1145/2339530.2339722openalex-snapshot
Streaming graph partitioning for large distributed graphs
inferredcites →https://doi.org/10.1145/2806416.2806424openalex-snapshot
HDRF
inferredcites →https://doi.org/10.1145/3084451openalex-snapshot
A Simple Yet Effective Balanced Edge Partition Model for Parallel Computing
inferredcites →https://doi.org/10.1145/3295500.3356187openalex-snapshot
Regularizing irregularly sparse point-to-point communications
inferredcites →https://doi.org/10.1145/3318464.3389745openalex-snapshot
Application Driven Graph Partitioning
inferredcites →https://doi.org/10.1145/3371235openalex-snapshot
Exploring Complex Brain-Simulation Workloads on Multi-GPU Deployments
inferredcites →https://doi.org/10.1145/800119.803884openalex-snapshot
Some simplified NP-complete problems
inferredcites →https://doi.org/10.1177/1094342014552086openalex-snapshot
Optimization of MPI collective operations on the IBM Blue Gene/Q supercomputer
inferredcites →https://doi.org/10.3389/fninf.2012.00026openalex-snapshot
Supercomputers Ready for Use as Discovery Machines for Neuroscience
inferredcites →https://doi.org/10.3389/fninf.2014.00078openalex-snapshot
Spiking network simulation code for petascale computers
inferredcites →https://doi.org/10.3389/fninf.2018.00002openalex-snapshot
Extremely Scalable Spiking Neuronal Network Simulation Code: From Laptops to Exascale Computers
inferredcites →https://doi.org/10.3389/fninf.2019.00071openalex-snapshot
Large-Scale Simulation of a Layered Cortical Sheet of Spiking Network Model Using a Tile Partitioning Method
inferredcites →https://doi.org/10.4249/scholarpedia.1430openalex-snapshot
NEST (NEural Simulation Tool)
inferredcites →https://doi.org/10.5555/305219.305248openalex-snapshot
A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4658125openalex-extracted
inferred← citeshttps://doi.org/10.1016/j.comnet.2024.110860openalex-snapshot
Mitigating critical nodes in brain simulations via edge removal
inferred← citeshttps://doi.org/10.1038/s43588-024-00731-3openalex-snapshot
Simulation and assimilation of the digital human brain
inferred← citeshttps://doi.org/10.1109/icdcs63083.2025.00035openalex-snapshot
Efficient Joint Communication and Computation Placement for Large-scale SNN Simulation on Supercomputers
inferred← citeshttps://doi.org/10.1109/tpds.2024.3387720openalex-snapshot
HRCM: A Hierarchical Regularizing Mechanism for Sparse and Imbalanced Communication in Whole Human Brain Simulations
inferred← citeshttps://doi.org/10.1145/3730436.3730516openalex-snapshot
DFMG: Delay-Flush Multi-Group Algorithm for Spiking Neural Network Simulation
inferred← citeshttps://doi.org/10.1145/3754598.3754609openalex-snapshot
BMapper: A Scalable and Efficient Framework for Brain Simulations Acceleration on Supercomputers
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