Data-driven Science

Works Published in 2024

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Displaying all 14 works

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2024 journal article

PROXIMITY OPERATORS OF PERSPECTIVE FUNCTIONS WITH NONLINEAR SCALING

SIAM JOURNAL ON OPTIMIZATION, 34(4), 3212–3234.

By: L. Briceno-Arias *, P. Combettes n  & F. Silva *

author keywords: convex analysis; convex optimization; perspective function; proximity operator
Sources: Web Of Science, NC State University Libraries
Added: November 12, 2024

2024 journal article

Enabling Efficient Deep Learning on MCU With Transient Redundancy Elimination

IEEE TRANSACTIONS ON COMPUTERS, 73(12), 2649–2663.

By: J. Liu *, F. Zhang *, J. Guan *, H. Sung n, X. Guo *, S. Long *, X. Du *, X. Shen n 

author keywords: Microcontrollers; Redundancy; Vectors; Transient analysis; Accuracy; Computational modeling; Convolution; MCU; deep learning; compiler optimization; edge AI; heterogeneous systems; approximate computing
Sources: ORCID, Web Of Science, NC State University Libraries
Added: November 7, 2024

2024 journal article

The geometry of monotone operator splitting methods

ACTA NUMERICA, 33, 487–632.

By: P. Combettes* 

author keywords: 47H05; 90C48; 90C46; 47H09; 90C25
Sources: Web Of Science, NC State University Libraries
Added: September 23, 2024

2024 article

Hilbert direct integrals of monotone operators

Bui, M. N., & Combettes, P. L. (2024, May 21). CANADIAN JOURNAL OF MATHEMATICS-JOURNAL CANADIEN DE MATHEMATIQUES, Vol. 5.

By: M. Bui & P. Combettes* 

author keywords: Integration of set-valued mappings; measurable vector field; monotone operator; optimization; variational analysis
Sources: Web Of Science, NC State University Libraries
Added: September 23, 2024

2024 article

Integral Resolvent and Proximal Mixtures

Bui, M. N., & Combettes, P. L. (2024, August 24). JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, Vol. 8.

By: M. Bui* & P. Combettes n 

author keywords: Hilbert direct integral; Integral proximal mixture; Integral resolvent mixture; Monotone operator; Proximal expectation; Resolvent expectation
Sources: Web Of Science, NC State University Libraries
Added: September 3, 2024

2024 article

ESG: Pipeline-Conscious E.icient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs

PROCEEDINGS OF THE 33RD INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE PARALLEL AND DISTRIBUTED COMPUTING, HPDC 2024.

By: X. Hui n, Y. Xu *, Z. Guo n  & X. Shen n 

author keywords: Cloud computing; Serverless Computing; Quality of Service; Function-as-a-Service; Resource Management; Resource Allocation; Resource E.ciency; Machine Learning for Systems; Deep Learning
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: September 1, 2024

2024 book

Emerging Hazards in Commercial Aviation—Report 2

By: C. Aviation Safety, T. Board & E. Sciences

Source: ORCID
Added: September 1, 2024

2024 book

Risk Analysis Methods for Nuclear War and Nuclear Terrorism

By: C. Nuclear War, B. Mathematical Sciences, Nuclear, C. International Security, D. Engineering, D. Earth, Policy, E. Sciences

Contributors: W. Ostendorff, A. Wilson , E. Pate-Cornell, V. Bier, E. Bunn, N. Cooke, R. Jeanloz, R. Mies ...

Source: ORCID
Added: July 8, 2024

2024 article

Data Enclave: A Data-Centric Trusted Execution Environment

2024 IEEE INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE COMPUTER ARCHITECTURE, HPCA 2024, pp. 218–232.

By: Y. Xu *, J. Pangia n, C. Ye *, Y. Solihin * & X. Shen n 

author keywords: Memory Security; Memory Architecture Trusted; Execution Environments
Sources: Web Of Science, NC State University Libraries
Added: July 1, 2024

2024 journal article

From FMECA to Decision: A Fully Bayesian Reliability Process

MILITARY OPERATIONS RESEARCH, 29(1).

By: A. Hollis* , T. Moore, A. Wilson*  & N. Clark

Sources: Web Of Science, NC State University Libraries
Added: June 11, 2024

2024 conference paper

SmartMem: Layout Transformation Elimination and Adaptation for Efficient DNN Execution on Mobile

Niu, W., Sanim, M. M. R., Shu, Z., Guan, J., Shen, X., Yin, M., … Ren, B. (2024, April 27).

By: W. Niu *, M. Sanim *, Z. Shu *, J. Guan *, X. Shen n , M. Yin *, G. Agrawal *, B. Ren *

Source: ORCID
Added: May 1, 2024

2024 conference paper

WiseGraph: Optimizing GNN with Joint Workload Partition of Graph and Operations

Huang, K., Zhai, J., Zheng, L., Wang, H., Jin, Y., Zhang, Q., … Shen, X. (2024, April 22).

By: K. Huang *, J. Zhai *, L. Zheng *, H. Wang *, Y. Jin *, Q. Zhang *, R. Zhang *, Z. Zheng *, Y. Yi *, X. Shen n 

Source: ORCID
Added: April 22, 2024

2023 article

Perspective functions with nonlinear scaling

Briceno-Arias, L. M., Combettes, P. L., & Silva, F. J. (2024, February 19). COMMUNICATIONS IN CONTEMPORARY MATHEMATICS, Vol. 2.

By: L. Briceno-Arias *, P. Combettes n  & F. Silva

author keywords: Convex analysis; Legendre conjugate; perspective function; nonlinear scaling
Sources: Web Of Science, NC State University Libraries
Added: March 18, 2024

2024 journal article

The geometry of monotone operator splitting methods (to appear, available on arxiv)

Acta Numerica.

Contributors: P. Combettes 

Source: ORCID
Added: November 3, 2023

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