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.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-18
DOI
https://doi.org/10.5281/zenodo.15101433
Primary Topic
Embedded Systems Design Techniques
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)
Embedded Systems Design Techniques
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)
Decent work and economic growth, Industry, innovation and infrastructure
Openalex Percentile: Top 51%
Embedded Systems Design Techniques
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Neoscope: How Resilient Is My SoC to Workload Churn? ISCA 2025 Artifact · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS