stale · 0.2 marketcapability domainschema

Distributed Computing

Score 16.3 / 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 API45.8CoiledCompanyAi MlCloud ComputingData Science1 API41.5
Thin 7 Limited public surface area
Apache SparkAnalyticsBig DataMachine Learning6 APIs38.3Apache StormEvent ProcessingReal-TimeStream Processing8 APIs37.5io.netArtificial IntelligenceGPUDecentralized ComputeDePIN8 APIs35.8RayMachine LearningAI InfrastructurePython1 API29.7Apache HadoopBig DataData ProcessingHDFS1 API27.9Apache MahoutMachine LearningPythonQuantum Computing2 APIs27.9IncredibuildCompanyDevOpsBuild AccelerationContinuous Integration1 API27.3
Emerging 7 Early or largely undocumented
Apache SystemDSAutoMLData ScienceMachine Learning1 API24.3GradientCompanyCrypto Web3Artificial IntelligenceMachine Learning1 API24.0HazelcastData CachingIn-Memory ComputingReal-Time1 API23.7EventualCompanyDataData EngineArtificial Intelligence23.6Apache FlinkBig DataReal-Time AnalyticsStream Processing1 API22.9Apache PySparkBig DataData ProcessingMachine Learning5 APIs19.3AnyscaleArtificial IntelligenceRayML Platform10 APIs18.4
Minimal 3 Almost no public developer surface
Theta EdgeCloudGPU ComputeAI ComputeInference7.1MapReduceBig DataData ProcessingHadoop2.5Apache SparkAnalyticsBig DataData Processing1.7

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. ...35.8Apache Mahout SamsaraMahout Samsara is a distributed linear algebra DSL in Scala for building machine learning algorithms on Apa...27.9
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...24.3

Score breakdown

Frequency
37.1
log-scaled weighted occurrences
Breadth
0.5
spread across providers
Quality lift
30.2
mean composite of providers using it
Cohesion
6.1
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 Inference 5 co-occurrences Machine Learning 7 co-occurrences Open Source 7 co-occurrences Artificial Intelligence 5 co-occurrences

Where this tag comes from

Provider tag19
Api tag3

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