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Distributed Computing

Score 16.1 / 100 19 providers 3 APIs Search apis.io →

Providers using this tag (19)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Developing 2 Usable, with meaningful gaps to close
ExpansoCompanyEdge ComputingCompute Orchestration1 API41.1Apache SparkAnalyticsBig DataMachine-Learning6 APIs39.5
Thin 9 Limited public surface area
Apache StormEvent ProcessingReal-TimeStream Processing9 APIs38.5io.netArtificial IntelligenceGPUDecentralized ComputeDePIN8 APIs35.6CoiledCompanyAi MlCloud ComputingData Science1 API35.0Apache HadoopBig DataData ProcessingHDFS1 API29.1Apache MahoutMachine-LearningPythonQuantum Computing2 APIs28.2IncredibuildCompanyDevOpsBuild AccelerationContinuous Integration1 API27.0AnyscaleArtificial IntelligenceRayML Platform10 APIs26.9RayMachine-LearningAI InfrastructurePython1 API26.7HazelcastData CachingIn-Memory ComputingReal-Time1 API26.4
Emerging 5 Early or largely undocumented
Apache SystemDSAutoMLData ScienceMachine-Learning1 API24.7Apache FlinkBig DataReal-Time AnalyticsStream Processing1 API24.6EventualCompanyDataData EngineArtificial Intelligence24.3GradientCompanyCrypto Web3Artificial IntelligenceMachine-Learning1 API24.3Apache PySparkBig DataData ProcessingMachine-Learning5 APIs20.2
Minimal 3 Almost no public developer surface
Theta EdgeCloudGPU ComputeAI ComputeAI Inference8.8MapReduceBig DataData ProcessingHadoop5.0Apache SparkAnalyticsBig DataData Processing4.1

APIs with this tag (3)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Thin 2 Limited public surface area
IO Cloud Container-as-a-Service APIContainer-as-a-Service REST API for deploying GPU-backed containers across io.net's decentralized network. ...35.6Apache Mahout SamsaraMahout Samsara is a distributed linear algebra DSL in Scala for building machine learning algorithms on Apa...28.2
Emerging 1 Early or largely undocumented
Apache SystemDS Python APIThe SystemDS Python API (systemds) provides a Python interface for building end-to-end ML pipelines. It inc...24.7

Score breakdown

Frequency
36.8
log-scaled weighted occurrences
Breadth
0.5
spread across providers
Quality lift
29.2
mean composite of providers using it
Cohesion
6.0
strength of nearest seed neighbor

Related tags

Data Processing 5 co-occurrences Big Data 6 co-occurrences Cluster 6 co-occurrences Python 6 co-occurrences Machine-Learning 7 co-occurrences Open-Source 7 co-occurrences Artificial Intelligence 5 co-occurrences Company 5 co-occurrences

Where this tag comes from

Provider tag19
Api tag3

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