Dask Distributed

GPTKB entity

Statements (52)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:compatibleWith gptkb:Dask_Array
gptkb:Dask_Bag
gptkb:Dask_DataFrame
gptkb:Dask_Delayed
gptkb:Jupyter
gptkb:Kubernetes
gptkb:YARN
gptkb:Dask_Futures
gptkb:SLURM
cloud computing
HPC clusters
gptkbp:documentation https://distributed.dask.org/
gptkbp:feature resource management
logging
client-server architecture
performance monitoring
plugin system
serialization
profiling
diagnostic tools
web dashboard
distributed memory
security options
remote execution
task prioritization
data shuffling
asynchronous API
API compatibility with Dask collections
adaptive scaling
custom cluster deployment
data locality optimization
distributed scheduler
event loop integration
spill-to-disk
worker management
https://www.w3.org/2000/01/rdf-schema#label Dask Distributed
gptkbp:license gptkb:BSD_3-Clause
gptkbp:maintainedBy Dask developers
gptkbp:openSource true
gptkbp:partOf gptkb:Dask
gptkbp:programmingLanguage gptkb:Python
gptkbp:repository https://github.com/dask/distributed
gptkbp:supports task scheduling
fault tolerance
real-time diagnostics
dynamic task graphs
gptkbp:usedFor distributed computing
parallel computing
scalable analytics
gptkbp:bfsParent gptkb:Dask
gptkbp:bfsLayer 6