Neoscope: How Resilient Is My SoC to Workload Churn? ISCA 2025 Artifact

Neoscope is the first multi-objective pre-silicon design space exploration tool for investigating System-on-Chip (SoC) architectures that are resilient to workload churn. Neoscope uses integer linear programming and concepts from job-shop scheduling to construct near-optimal SoCs for a given workload. For more details, please see the full paper. This artifact provides the hardware-profiled input data used to generate all workloads, scripts used to export Minizinc DZN files, all Minizinc MZN model files, and submission scripts capable of invoking the ILP solver to find near-optimal SoCs.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-18
DOI
https://doi.org/10.5281/zenodo.15241581
Primary Topic
Sepsis Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
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article

Neoscope: How Resilient Is My SoC to Workload Churn? ISCA 2025 Artifact

Zenodo (CERN European Organization for Nuclear Research)
Sepsis Diagnosis and Treatment
article

Neoscope: How Resilient Is My SoC to Workload Churn? ISCA 2025 Artifact

article en

Abstract

Neoscope is the first multi-objective pre-silicon design space exploration tool for investigating System-on-Chip (SoC) architectures that are resilient to workload churn. Neoscope uses integer linear programming and concepts from job-shop scheduling to construct near-optimal SoCs for a given workload. For more details, please see the full paper. This artifact provides the hardware-profiled input data used to generate all workloads, scripts used to export Minizinc DZN files, all Minizinc MZN model files, and submission scripts capable of invoking the ILP solver to find near-optimal SoCs.

Zenodo (CERN European Organization for Nuclear Research)
Norwegian University of Science and Technology (NO), Ghent University Hospital (BE), Robert Bosch (Germany) (DE)
Industry, innovation and infrastructure, Decent work and economic growth
Openalex Percentile: Top 43%
Sepsis Diagnosis and Treatment
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