Overview

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