Bogdan Nicolae

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with M. Mustafa Rafique

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Publications

2025
[i14]
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  - journals/corr/abs-2502-20309
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Franck Cappello, Sandeep Madireddy, Robert Underwood, Neil Getty, Nicholas Lee-Ping Chia, Nesar Ramachandra, Josh Nguyen, Murat Keçeli, Tanwi Mallick, Zilinghan Li, Marieme Ngom, Chenhui Zhang, Angel Yanguas-Gil, Evan R. Antoniuk, Bhavya Kailkhura, Minyang Tian, Yufeng Du, Yuan-Sen Ting, Azton Wells, Bogdan Nicolae, Avinash Maurya, M. Mustafa Rafique, Eliu A. Huerta, Bo Li, Ian T. Foster, Rick Stevens:
EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants. CoRR abs/2502.20309 (2025)
2024
[c82]
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  - conf/flexscience/MauryaYRCN24
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Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae:
Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers. FlexScience@HPDC 2024: 9-16
[c80]
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Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae:
DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models. HPDC 2024: 227-239
[c78]
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  - conf/middleware/TanAABCRTN24
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Nigel Tan, Kevin Assogba, Walter J. Ashworth, Befikir Bogale, Franck Cappello, M. Mustafa Rafique, Michela Taufer, Bogdan Nicolae:
Towards Affordable Reproducibility Using Scalable Capture and Comparison of Intermediate Multi-Run Results. Middleware 2024: 392-403
[c77]
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Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae:
Deep Optimizer States: Towards Scalable Training of Transformer Models using Interleaved Offloading. Middleware 2024: 404-416
[i10]
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  - journals/corr/abs-2406-10707
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Avinash Maurya, Robert Underwood, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae:
DataStates-LLM: Lazy Asynchronous Checkpointing for Large Language Models. CoRR abs/2406.10707 (2024)
[i9]
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  - journals/corr/abs-2406-10728
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Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae:
Breaking the Memory Wall: A Study of I/O Patterns and GPU Memory Utilization for Hybrid CPU-GPU Offloaded Optimizers. CoRR abs/2406.10728 (2024)
[i8]
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  - journals/corr/abs-2410-21316
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Avinash Maurya, Jie Ye, M. Mustafa Rafique, Franck Cappello, Bogdan Nicolae:
Deep Optimizer States: Towards Scalable Training of Transformer Models Using Interleaved Offloading. CoRR abs/2410.21316 (2024)
2023
[c73]
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  - conf/hipc/AssogbaNR23
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Kevin Assogba, Bogdan Nicolae, M. Mustafa Rafique:
Optimizing the Training of Co-Located Deep Learning Models Using Cache-Aware Staggering. HiPC 2023: 246-255
[c72]
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  - conf/hipc/MauryaNRC23
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Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Franck Cappello:
Towards Efficient I/O Pipelines Using Accumulated Compression. HiPC 2023: 256-265
[c71]
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  - conf/hpdc/MauryaRTACN23
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Avinash Maurya, M. Mustafa Rafique, Thierry Tonellot, Hussain J. AlSalem, Franck Cappello, Bogdan Nicolae:
GPU-Enabled Asynchronous Multi-level Checkpoint Caching and Prefetching. HPDC 2023: 73-85
[c65]
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  - conf/sc/AssogbaNDR23
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Kevin Assogba, Bogdan Nicolae, Hubertus Van Dam, M. Mustafa Rafique:
Asynchronous Multi-Level Checkpointing: An Enabler of Reproducibility using Checkpoint History Analytics. SC Workshops 2023: 1748-1756
2022
[c61]
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  - conf/hipc/MauryaNRETC22
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Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Amr M. Elsayed, Thierry Tonellot, Franck Cappello:
Towards Efficient Cache Allocation for High-Frequency Checkpointing. HIPC 2022: 262-271
2021
[c52]
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  - conf/mascots/MauryaNRTC21
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Avinash Maurya, Bogdan Nicolae, M. Mustafa Rafique, Thierry Tonellot, Franck Cappello:
Towards Efficient I/O Scheduling for Collaborative Multi-Level Checkpointing. MASCOTS 2021: 1-8
2020
[c46]
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  - conf/dsrt/MauryaNGR20
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Avinash Maurya, Bogdan Nicolae, Ishan Guliani, M. Mustafa Rafique:
CoSim: A Simulator for Co-Scheduling of Batch and On-Demand Jobs in HPC Datacenters. DS-RT 2020: 1-8
2017
[c33]
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  - conf/ccgrid/Clemente-Castello17
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Francisco J. Clemente-Castelló, Bogdan Nicolae, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández:
Evaluation of Data Locality Strategies for Hybrid Cloud Bursting of Iterative MapReduce. CCGrid 2017: 181-185
2016
[c31]
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  - conf/bdc/Clemente-Castello16
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Francisco J. Clemente-Castelló, Bogdan Nicolae, Rafael Mayo, Juan Carlos Fernández, M. Mustafa Rafique:
On exploiting data locality for iterative mapreduce applications in hybrid clouds. BDCAT 2016: 118-122
2015
[c24]
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  - conf/ucc/Clemente-Castello15
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Francisco J. Clemente-Castelló, Bogdan Nicolae, Kostas Katrinis, M. Mustafa Rafique, Rafael Mayo, Juan Carlos Fernández, Daniela Loreti:
Enabling Big Data Analytics in the Hybrid Cloud Using Iterative MapReduce. UCC 2015: 290-299
2013
[c18]
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  - conf/europar/NicolaeR13
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Bogdan Nicolae, M. Mustafa Rafique:
Leveraging Collaborative Content Exchange for On-Demand VM Multi-deployments in IaaS Clouds. Euro-Par 2013: 305-316

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