Works Published in 2020
Displaying works 101 - 120 of 369 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2020 article
Machine Learning and Hardware security: Challenges and Opportunities -Invited Talk
2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD).
author keywords: machine learning; hardware security
TL;DR:
Novel applications of machine learning for hardware security, such as evaluation of post quantum cryptography hardware and extraction of physically unclonable functions from neural networks and practical model extraction attack based on electromagnetic side-channel measurements are demonstrated.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: August 30, 2021
2020 article
BoMaNet: Boolean Masking of an Entire Neural Network
2020 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED-DESIGN (ICCAD).
author keywords: Masking; neural networks; side-channel attacks; model stealing
TL;DR:
This work proposes the first fully-masked neural network inference engine design and improves the traditional Trichina's AND gates by adding pipelining elements for better glitch-resistance and architecting the whole design to sustain a throughput of 1 masked addition per cycle.
(via Semantic Scholar)
Source: Web Of Science
Added: August 30, 2021
2020 article
Improved Rotor Position Estimation in Extended Back-EMF Based Position Sensorless Control for IPMSMs with Non-Sinusoidal Back-EMF
2020 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING.
author keywords: Permanent magnet synchronous machine; harmonic current losses; harmonic voltage injection; non-sinusoidal back-EMF; non-sinusoidal machine current; vector control; extended back-EMF; sensorless control
TL;DR:
A harmonic voltage injection based current control scheme is presented that results in sinusoidal machine current and improves the performance of extended back-EMF based position sensorless control and mitigates the harmonic copper losses.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: August 30, 2021
2020 article
2.3-kV, 5-A 4H-SiC Ti and Ni JBS Rectifiers manufactured in Commercial Foundry: Impact of Implant Lateral Straggle
2020 IEEE WORKSHOP ON WIDE BANDGAP POWER DEVICES AND APPLICATIONS IN ASIA (WIPDA ASIA).
author keywords: Junction Barrier Schottky (JBS) rectifier; 4H-SiC; Schottky barrier; Ni Schottky contact; Ti Schottky contact; leakage current knee voltage; on-resistance
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
Source: Web Of Science
Added: August 23, 2021
2020 article
Achieving Short Circuit Capability for 600 V GaN FETs Using a Gate-Source-Shorted Si Depletion-Mode MOSFET in Series with the Source
2020 IEEE WORKSHOP ON WIDE BANDGAP POWER DEVICES AND APPLICATIONS IN ASIA (WIPDA ASIA).
author keywords: Gallium Nitride; BaSIC topology; power device; short-circuit; robustness; Sense voltage
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science; OpenAlex)
Source: Web Of Science
Added: August 23, 2021
2020 article
Dislocation-Based Thermodynamic Models of V-Pits Formation and Strain Relaxation in InGaN/GaN Epilayers on Si Substrates
TMS 2020 149TH ANNUAL MEETING & EXHIBITION SUPPLEMENTAL PROCEEDINGS, pp. 2057–2064.
author keywords: Threading dislocations; III-Nitride relaxation; V-pits defects; Thermodynamics modeling
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Source: Web Of Science
Added: August 23, 2021
2020 article
RANTT: A RISC-V Architecture Extension for the Number Theoretic Transform
2020 30TH INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL), pp. 26–32.
author keywords: Lattice-Based Cryptography; RISC-V; NTT
TL;DR:
The proposed design is respectively 6x, 40x, and 3x more efficient than the baseline solution, Berkeley Out-of-Order Machine, and a prior HW/SW co-design, while providing the needed flexibility.
(via Semantic Scholar)
Source: Web Of Science
Added: August 23, 2021
2020 article
A 20-33 GHz Direct-Conversion Transmitter in 45-nm SOI CMOS
2020 IEEE BICMOS AND COMPOUND SEMICONDUCTOR INTEGRATED CIRCUITS AND TECHNOLOGY SYMPOSIUM (BCICTS).
author keywords: Transmitter; wide-band; IQ modulator; Gilbert cell; power amplifier; CMOS SOI; millimeter-wave; 5G
TL;DR:
This paper presents a 20–33 GHz direct-conversion transmitter implemented in 45-nm RFSOI CMOS technology that features a divider-based quadrature clock generation circuit, two current-combined double-balanced mixers, and a balanced power amplifier (PA) employing stacked FETs.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: August 23, 2021
2020 journal article
Persistent Data Retention Models
ArXiv Preprint ArXiv:2009.14705.
Source: ORCID
Added: August 18, 2021
2020 conference paper
WET: write efficient loop tiling for non-volatile main memory
2020 57th ACM/IEEE Design Automation Conference (DAC), 1–6.
Event: IEEE
Source: ORCID
Added: August 18, 2021
2020 article
Methods of crash recovery for data stored in non-volatile main memory
Solihin, Y., Alshboul, M., & Tuck, J. (2020, March).
Source: ORCID
Added: August 18, 2021
2020 article
Application of Quantum Machine Learning to VLSI Placement
PROCEEDINGS OF THE 2020 ACM/IEEE 2ND WORKSHOP ON MACHINE LEARNING FOR CAD (MLCAD '20), pp. 61–66.
author keywords: Quantum Machine Learning; Balanced Min-Cut; Variational Quantum Eigensolver; Recursive Partitioning Placement
TL;DR:
The Variational Quantum Eigensolver (VQE) is used to formulate a recursive Balanced Min-Cut (BMC) algorithm, and it is suggested that quantum machine learning techniques can lower error rates and allow for faster convergence to an optimal solution.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 16, 2021
2020 article
Design Rule Checking with a CNN Based Feature Extractor
PROCEEDINGS OF THE 2020 ACM/IEEE 2ND WORKSHOP ON MACHINE LEARNING FOR CAD (MLCAD '20), pp. 9–14.
author keywords: Design Rule Checking; Machine Learning; IC Verification; Design for Manufacturing; Convolutional Neural Network; Deep Learning
TL;DR:
The proof of feasibility for a fast interactive DRC engine that could be used during layout is established and the proposed model consists of a convolutional neural network trained to detect DRC violations.
(via Semantic Scholar)
arxiv.org (repository)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 16, 2021
2020 article
Artificial Intelligence Assisted Collaborative Edge Caching in Small Cell Networks
2020 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM).
author keywords: Cache hit ratio; content delivery network; edge caching; particle swarm optimization; small cell network
TL;DR:
A modified particle swarm optimization (M-PSO) algorithm is proposed that efficiently solves the complex constraint problem in a reasonable time and significantly enhances the CHR performance when comparing to that of the existing baseline caching schemes.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 9, 2021
2020 journal article
Lighter and Stronger: Cofabricated Electrodes and Variable Stiffness Elements in Dielectric Actuators
ADVANCED INTELLIGENT SYSTEMS, 2(10).
author keywords: dielectric elastomer actuators; gallium; liquid metals; soft robotics; variable stiffnesses
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: August 2, 2021
2020 article
GPU-FPtuner: Mixed-precision Auto-tuning for Floating-point Applications on GPU
2020 IEEE 27TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS (HIPC 2020), pp. 294–304.
author keywords: GPU; floating-point arithmetic; mixed-precision arithmetic; accuracy; performance; autotuning
TL;DR:
A mixed precision autotuner for GPU applications that rely on floating-point arithmetic that takes into account code patterns prone to error propagation and GPU-specific considerations to generate a tuning plan that balances performance and accuracy.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action
(OpenAlex)
Source: Web Of Science
Added: August 2, 2021
2020 article
Traffic Shifting based Resource Optimization in Aggregated IoT Communication
PROCEEDINGS OF THE 2020 IEEE 45TH CONFERENCE ON LOCAL COMPUTER NETWORKS (LCN 2020), pp. 233–243.
author keywords: 5G; cellular network; clustering; core network; Internet of Things (IoT); machine type communications (MTC)
TL;DR:
This paper aims to increase savings in cellular resources by shifting (delaying or performing earlier) the regular traffic patterns of IoT devices slightly, and develops a heuristic based solution that runs in polynomial time.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 2, 2021
2020 article
Guarantees for Mix-flows in Inter-Datacenter WANs in Single and Federated Clouds
PROCEEDINGS OF THE 2020 IEEE 45TH CONFERENCE ON LOCAL COMPUTER NETWORKS (LCN 2020), pp. 244–255.
author keywords: Inter-datacenter WAN; mix-flows; tailor-made guarantees; deadlines
TL;DR:
This paper proposes Vritti, an adaptable spatial-temporal system for traffic engineering in inter-datacenter WAN environments applicable to single and federated clouds, and proposes two online algorithms to generate admission control, scheduling and routing decisions.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure
(Web of Science)
Source: Web Of Science
Added: August 2, 2021
2020 article
An investigation of THz label-free opioid sensing
2020 45TH INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES (IRMMW-THZ).
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: July 26, 2021
2020 article
Characterizing the Impact of TCP Coexistence in Data Center Networks
2020 IEEE 40TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), pp. 388–398.
TL;DR:
An extensive set of experiments with coexisting TCP variants on Leaf-Spine and Fat-Tree switch fabrics results in a large set of network traces that have important implications in ensuring optimal utilization of data center switch fabric and in meeting the network performance needs of application layer workloads.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: July 26, 2021
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