RADICAL-EnTK

RADICAL-EnTK

Ensemble Toolkit

Last updated: 14 Sep 2025     |     Release: 1.102.0

RADICAL-EnTK (Ensemble Toolkit, EnTK) is a Python framework designed to simplify the development and execution of applications composed of many computational tasks, known as ensembles, on high-performance computing (HPC) systems. It provides high-level abstractions that separate the logical description of an application from the complexities of resource allocation and task scheduling.

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Terminology
Terminology below follows the definitions established by the Workflows Community Terminology.

Characteristics
Flow
Task
Iterative
Granularity
Executables
Functions
Coupling
Tight
Domain
Agnostic
Composition
Description
API
Abstraction
Abstract
Modularity
Hierarchical
Orchestration
Planning
Static
Execution
Resource Manager
Data Management
Transport
File-based
Storage
Shared
Distributed
Metadata Capture
Anomaly Detection
Monitoring
Provenance
Metadata
Extensions
Replicated Storage
Scalable