Quantile–quantile fitting approach to detect site to site variations in massive multi-site testing

PO Farayola, SK Chaganti, AO Obaidi… - 2020 IEEE 38th VLSI …, 2020 - ieeexplore.ieee.org
Multi-site testing saves test time and tests cost by screening multiple chips at once. However,
it comes with its issues. As test engineers increase the number of sites on each tester to …

Accurate anomaly detection using correlation-based time-series analysis in a core router system

S **, Z Zhang, K Chakrabarty… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Fault tolerance is used in communication systems to ensure high reliability and rapid error
recovery. The effectiveness of most proactive fault-tolerant mechanism depends on whether …

Data analytics enables energy-efficiency and robustness: from mobile to manycores, datacenters, and networks (special session paper)

S Pasricha, JR Doppa, K Chakrabarty, S Tiku… - Proceedings of the …, 2017 - dl.acm.org
The amount of data generated and collected across computing platforms every day is not
only enormous, but growing at an exponential rate. Advanced data analytics and machine …

Toward predictive fault tolerance in a core-router system: Anomaly detection using correlation-based time-series analysis

S **, Z Zhang, K Chakrabarty… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Fault tolerance is used in communication systems to ensure high reliability and rapid error
recovery. The effectiveness of most proactive fault-tolerant mechanism depends on whether …

Machine learning for noise sensor placement and full-chip voltage emergency detection

X Liu, S Sun, X Li, H Qian… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Power supply fluctuation can be potential threat to the correct operations of processors, in
the form of voltage emergency that happens when supply voltage drops below a certain …

Learning from production test data: Correlation exploration and feature engineering

F Lin, CK Hsu, KT Cheng - 2014 IEEE 23rd Asian Test …, 2014 - ieeexplore.ieee.org
The huge amount of test data of a modern chip produced during manufacturing test could be
mined for valuable information about the device under test (DUT), far more than the pass/fail …

Joint virtual probe: Joint exploration of multiple test items' spatial patterns for efficient silicon characterization and test prediction

S Zhang, F Lin, CK Hsu, KT Cheng… - … Design, Automation & …, 2014 - ieeexplore.ieee.org
Virtual Probe (VP), proposed for characterization of spatial variations and for test time
reduction, can effectively reconstruct the spatial pattern of a test item for an entire wafer …

Wafer-level Adaptive Testing Based on Dual-Predictor Collaborative Decision

Y Pan, H Liang, J Li, J Qu, Z Huang, M Yi… - Journal of Electronic …, 2024 - Springer
The growing complexity of integrated circuits (ICs) brings expensive manufacturing test cost.
Adaptive testing becomes an important way to save test cost by predicting die quality to …

Feature engineering with canonical analysis for effective statistical tests screening test escapes

F Lin, CK Hsu, KT Cheng - 2014 International Test Conference, 2014 - ieeexplore.ieee.org
It is known that statistical analysis of test data can help screen potential test escapes without
additional physical measurements. Based on analysis of production test data, this paper …

Real-time monitoring of test fallout data to quickly identify tester and yield issues in a multi-site environment

Q Khasawneh, J Dworak, P Gui… - 2018 IEEE 36th VLSI …, 2018 - ieeexplore.ieee.org
Variations in test fallout during the testing of high-volume devices may arise from a variety of
sources. Some of these, such as process variations and design marginalities, correspond to …