Constarium
← Search

Data · dataset · 2026

Reliability-Aware Robust Scheduling for Heterogeneous Onboard High-Performance Computing

Listed in ScienceDB

This package provides the reproducible source code and generated outputs for Reliability-Aware Robust Scheduling for Heterogeneous Onboard High-Performance Computing.

Description

It includes a Python decision-level discrete-event simulator, test scripts, input parameters for an eight-task and four-resource heterogeneous computing scenario, a fixed random seed, CSV outputs for baseline comparison, disturbance-intensity sweeps, protection-budget sweeps, and independent resource-fault injection, together with figures generated from the source code.The simulation represents CPU, GPGPU, NPU, and FPGA resources.

It computes task-DAG scheduling decisions using resource compatibility, communication costs, first-order RC thermal dynamics, health-adjusted risk, and budgeted uncertainty protection. Static, HEFT, E-HEFT, NMC, and RaRS are evaluated with shared stochastic traces within each replay. The default configuration uses seed 20260915 and 2,000 replays per disturbance point.This package is a calibrated synthetic decision-level model.

Read the rest (1 more)

It contains no in-orbit telemetry, hardware measurements, or flight-qualification data. It supports inspection and reproduction of the scheduling logic, model parameters, generated outputs, and stated experimental scope.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Simulation 75%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.012uz10 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[method].local:method:simulationenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title