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TensorFlow Serving
productinference_framework
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Overview
Developed byGoogle
Founded2016
LicenseApache License 2.0
Open source✓ Open Source
Use casemachine learning model serving
Technical
API compatible
REST APIgRPC API
Protocols
gRPCREST API
Knowledge graph stats
Claims33
Avg confidence93%
Avg freshness100%
Last updatedUpdated 4 days ago
WikidataQ107382165
Trust distribution
100% unverified
Governance
Not assessed
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TensorFlow Serving

product

Google's flexible, high-performance serving system for machine learning models in production

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maintained by

ValueTrustConfidenceFreshnessSources
Google○UnverifiedHighFresh1
TensorFlow team○UnverifiedHighFresh1

integrates with

ValueTrustConfidenceFreshnessSources
TensorFlow○UnverifiedHighFresh1
TensorFlow Extended (TFX)○UnverifiedHighFresh1
Docker○UnverifiedHighFresh1
Kubernetes○UnverifiedModerateFresh1

primary use case

ValueTrustConfidenceFreshnessSources
machine learning model serving○UnverifiedHighFresh1
Machine learning model serving and inference○UnverifiedHighFresh1
serving machine learning models in production○UnverifiedHighFresh1

open source

ValueTrustConfidenceFreshnessSources
true○UnverifiedHighFresh1

based on

ValueTrustConfidenceFreshnessSources
TensorFlow○UnverifiedHighFresh1
gRPC○UnverifiedHighFresh1

supports model

ValueTrustConfidenceFreshnessSources
SavedModel format○UnverifiedHighFresh1
TensorFlow SavedModel○UnverifiedHighFresh1

license type

ValueTrustConfidenceFreshnessSources
Apache License 2.0○UnverifiedHighFresh1

pricing model

ValueTrustConfidenceFreshnessSources
free○UnverifiedHighFresh1

written in

ValueTrustConfidenceFreshnessSources
C++○UnverifiedHighFresh1

supports deployment

ValueTrustConfidenceFreshnessSources
Docker containers○UnverifiedHighFresh1
Kubernetes○UnverifiedHighFresh1

api compatible with

ValueTrustConfidenceFreshnessSources
REST API○UnverifiedHighFresh1
gRPC API○UnverifiedHighFresh1

developed by

ValueTrustConfidenceFreshnessSources
Google○UnverifiedHighFresh1

supports protocol

ValueTrustConfidenceFreshnessSources
gRPC○UnverifiedHighFresh1
REST API○UnverifiedHighFresh1

part of

ValueTrustConfidenceFreshnessSources
TensorFlow Extended (TFX)○UnverifiedHighFresh1

requires

ValueTrustConfidenceFreshnessSources
Linux operating system○UnverifiedHighFresh1

alternative to

ValueTrustConfidenceFreshnessSources
TorchServe○UnverifiedHighFresh1
MLflow Models○UnverifiedModerateFresh1

competes with

ValueTrustConfidenceFreshnessSources
KFServing○UnverifiedModerateFresh1
MLflow Model Serving○UnverifiedModerateFresh1
Seldon Core○UnverifiedModerateFresh1
MLflow○UnverifiedModerateFresh1

founded year

ValueTrustConfidenceFreshnessSources
2016○UnverifiedModerateFresh1

Alternatives & Similar Tools

TorchServe
alternative to
Compare →
KFServing
competes with
Compare →
MLflow Model Serving
competes with
Compare →
MLflow Models
alternative to
Compare →
Seldon Core
competes with
Compare →
MLflow
competes with
Compare →

Commonly Used With

TensorFlowTensorFlow Extended (TFX)DockerKubernetes

Related entities

Claim count: 33Last updated: 4/6/2026Edit history