Concepedia

Bilge Acun

BA

19

Publications

1.1K

Citations

14

H-Index

2013

Active since

Affiliations

University of Illinois Urbana-Champaign(Current)

Stanford University

Harvard University Press

Meta (United States)

University of Pennsylvania

Bilge Acun is an author at University of Illinois Urbana-Champaign specializing in engineering, computer engineering, and computer science.

Top concepts

EngineeringComputer EngineeringComputer ScienceComputer ArchitectureParallel ComputingParallel ProgrammingCluster ComputingSystems EngineeringCloud ComputingData Science

Publications per year

2013–2024

19

Publications

19

Sustainable AI: Environmental Implications, Challenges and Opportunities

Carole-Jean Wu, Ramya Raghavendra, Udit Gupta et al. · arXiv (Cornell University) · 2021 · 342 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Parallel Programming with Migratable Objects: Charm++ in Practice

Bilge Acun, Abhishek Gupta, Nikhil Jain et al. · 2014 · 145 citations

Cluster Computing, Engineering, Computer Architecture +19

Carbon Explorer: A Holistic Framework for Designing Carbon Aware Datacenters

Bilge Acun, Benjamin Lee, Fiodar Kazhamiaka et al. · 2023 · 120 citations

Understanding Training Efficiency of Deep Learning Recommendation Models at Scale

Bilge Acun, M. Murphy, Xiaodong Wang et al. · 2021 · 77 citations

Training Efficiency, Engineering, Machine Learning +19

RecShard: statistical feature-based memory optimization for industry-scale neural recommendation

Geet Sethi, Bilge Acun, Niket Agarwal et al. · 2022 · 62 citations

Engineering, Machine Learning, Computer Architecture +17

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