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2020 – today
- 2024
[c149]Tanvir Mahmud, Shentong Mo, Yapeng Tian, Diana Marculescu:
MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers. CVPR Workshops 2024: 7996-8005- [c148]Ning-Chi Huang, Chi-Chih Chang, Wei-Cheng Lin, Endri Taka, Diana Marculescu, Kai-Chiang Wu:
ELSA: Exploiting Layer-wise N: M Sparsity for Vision Transformer Acceleration. CVPR Workshops 2024: 8006-8015 - [c147]Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu:
Cache and Reuse: Rethinking the Efficiency of On-device Transfer Learning. CVPR Workshops 2024: 8040-8049 - [c146]Feng Liang, Bichen Wu, Jialiang Wang, Licheng Yu, Kunpeng Li, Yinan Zhao, Ishan Misra, Jia-Bin Huang, Peizhao Zhang, Peter Vajda, Diana Marculescu:
FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis. CVPR 2024: 8207-8216 - [c145]Tanvir Mahmud, Yapeng Tian, Diana Marculescu:
T-VSL: Text-Guided Visual Sound Source Localization in Mixtures. CVPR 2024: 26732-26741 - [c144]Tanvir Mahmud, Burhaneddin Yaman, Chun-Hao Liu, Diana Marculescu:
PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference. ECCV (23) 2024: 110-128 - [c143]Tanvir Mahmud, Diana Marculescu:
OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation. EMNLP 2024: 13244-13260 - [c142]Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu, Aman Arora
:
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. FCCM 2024: 54-65 - [c141]Tanvir Mahmud, Saeed Amizadeh, Kazuhito Koishida, Diana Marculescu:
Weakly-supervised Audio Separation via Bi-modal Semantic Similarity. ICLR 2024 - [c140]Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu, Ning-Chi Huang, Diana Marculescu, Kai-Chiang Wu:
FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer. WACV 2024: 2470-2479 - [c139]Tanvir Mahmud, Chun-Hao Liu, Burhaneddin Yaman, Diana Marculescu:
SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations. WACV 2024: 6759-6768 - [i57]Tanvir Mahmud, Burhaneddin Yaman, Chun-Hao Liu, Diana Marculescu:
PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference. CoRR abs/2403.16020 (2024) - [i56]Tanvir Mahmud, Saeed Amizadeh, Kazuhito Koishida, Diana Marculescu:
Weakly-supervised Audio Separation via Bi-modal Semantic Similarity. CoRR abs/2404.01740 (2024) - [i55]Tanvir Mahmud, Yapeng Tian, Diana Marculescu:
T-VSL: Text-Guided Visual Sound Source Localization in Mixtures. CoRR abs/2404.01751 (2024) - [i54]Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu, Aman Arora:
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. CoRR abs/2404.11066 (2024) - [i53]Feng Liang, Akio Kodaira, Chenfeng Xu, Masayoshi Tomizuka, Kurt Keutzer, Diana Marculescu:
Looking Backward: Streaming Video-to-Video Translation with Feature Banks. CoRR abs/2405.15757 (2024) - [i52]Tanvir Mahmud, Mustafa Munir, Radu Marculescu, Diana Marculescu:
Ada-VE: Training-Free Consistent Video Editing Using Adaptive Motion Prior. CoRR abs/2406.04873 (2024) - [i51]Tanvir Mahmud, Shentong Mo, Yapeng Tian, Diana Marculescu:
MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers. CoRR abs/2406.04930 (2024) - [i50]Hung-Yueh Chiang, Diana Marculescu:
SCAN-Edge: Finding MobileNet-speed Hybrid Networks for Diverse Edge Devices via Hardware-Aware Evolutionary Search. CoRR abs/2408.15395 (2024) - [i49]Ning-Chi Huang, Chi-Chih Chang, Wei-Cheng Lin, Endri Taka, Diana Marculescu, Kai-Chiang Wu:
ELSA: Exploiting Layer-wise N:M Sparsity for Vision Transformer Acceleration. CoRR abs/2409.09708 (2024) - [i48]Tanvir Mahmud, Diana Marculescu:
OpenSep: Leveraging Large Language Models with Textual Inversion for Open World Audio Separation. CoRR abs/2409.19270 (2024) - 2023
- [j58]Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu:
QUIDAM: A Framework for Quantization-aware DNN Accelerator and Model Co-Exploration. ACM Trans. Embed. Comput. Syst. 22(2): 33:1-33:21 (2023) - [c138]Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu:
MobileTL: On-Device Transfer Learning with Inverted Residual Blocks. AAAI 2023: 7166-7174 - [c137]Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu:
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP. CVPR 2023: 7061-7070 - [c136]Endri Taka, Aman Arora, Kai-Chiang Wu, Diana Marculescu:
MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. ICFPT 2023: 96-105 - [c135]Tanvir Mahmud, Feng Liang, Yaling Qing, Diana Marculescu:
CLIP4VideoCap: Rethinking Clip for Video Captioning with Multiscale Temporal Fusion and Commonsense Knowledge. ICASSP 2023: 1-5 - [c134]Natalia Frumkin, Dibakar Gope, Diana Marculescu:
Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers. ICCV 2023: 16932-16942 - [c133]Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu:
Efficient Low-rank Backpropagation for Vision Transformer Adaptation. NeurIPS 2023 - [c132]Tanvir Mahmud, Diana Marculescu:
AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization. WACV 2023: 5147-5156 - [i47]Natalia Frumkin, Dibakar Gope, Diana Marculescu:
Jumping through Local Minima: Quantization in the Loss Landscape of Vision Transformers. CoRR abs/2308.10814 (2023) - [i46]Tanvir Mahmud, Chun-Hao Liu, Burhaneddin Yaman, Diana Marculescu:
SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations. CoRR abs/2309.01391 (2023) - [i45]Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, Radu Marculescu:
Efficient Low-rank Backpropagation for Vision Transformer Adaptation. CoRR abs/2309.15275 (2023) - [i44]Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu, Ning-Chi Huang, Diana Marculescu, Kai-Chiang Wu:
FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer. CoRR abs/2311.03912 (2023) - [i43]Endri Taka, Aman Arora, Kai-Chiang Wu, Diana Marculescu:
MaxEVA: Maximizing the Efficiency of Matrix Multiplication on Versal AI Engine. CoRR abs/2311.04980 (2023) - [i42]Feng Liang, Bichen Wu, Jialiang Wang, Licheng Yu, Kunpeng Li, Yinan Zhao, Ishan Misra, Jia-Bin Huang, Peizhao Zhang, Peter Vajda, Diana Marculescu:
FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis. CoRR abs/2312.17681 (2023) - 2022
- [j57]Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu:
DeepNVM++: Cross-Layer Modeling and Optimization Framework of Nonvolatile Memories for Deep Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(10): 3426-3437 (2022) - [c131]Feng Liang, Ting-Wu Chin, Yang Zhou, Diana Marculescu:
ANT: Adapt Network Across Time for Efficient Video Processing. CVPR Workshops 2022: 2602-2607 - [e5]Diana Marculescu, Yuejie Chi, Carole-Jean Wu:
Proceedings of the Fifth Conference on Machine Learning and Systems, MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022. mlsys.org 2022 [contents] - [i41]Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu:
QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators. CoRR abs/2205.08648 (2022) - [i40]Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu:
QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality. CoRR abs/2205.13045 (2022) - [i39]Feng Liang, Yangguang Li, Diana Marculescu:
SupMAE: Supervised Masked Autoencoders Are Efficient Vision Learners. CoRR abs/2205.14540 (2022) - [i38]Yang Zhou, Feng Liang, Ting-Wu Chin, Diana Marculescu:
Play It Cool: Dynamic Shifting Prevents Thermal Throttling. CoRR abs/2206.10849 (2022) - [i37]Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu:
Efficient Deep Learning Using Non-Volatile Memory Technology. CoRR abs/2206.13601 (2022) - [i36]Ahmet Inci, Siri Garudanagiri Virupaksha, Aman Jain, Ting-Wu Chin, Venkata Vivek Thallam, Ruizhou Ding, Diana Marculescu:
QUIDAM: A Framework for Quantization-Aware DNN Accelerator and Model Co-Exploration. CoRR abs/2206.15463 (2022) - [i35]Feng Liang, Bichen Wu, Xiaoliang Dai, Kunpeng Li, Yinan Zhao, Hang Zhang, Peizhao Zhang, Peter Vajda, Diana Marculescu:
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP. CoRR abs/2210.04150 (2022) - [i34]Tanvir Mahmud, Diana Marculescu:
AVE-CLIP: AudioCLIP-based Multi-window Temporal Transformer for Audio Visual Event Localization. CoRR abs/2210.05060 (2022) - [i33]Natalia Frumkin, Dibakar Gope, Diana Marculescu:
CPT-V: A Contrastive Approach to Post-Training Quantization of Vision Transformers. CoRR abs/2211.09643 (2022) - [i32]Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, Diana Marculescu:
MobileTL: On-device Transfer Learning with Inverted Residual Blocks. CoRR abs/2212.03246 (2022) - 2021
- [c130]Ting-Wu Chin, Diana Marculescu, Ari S. Morcos:
Width Transfer: On the (In)variance of Width Optimization. CVPR Workshops 2021: 2990-2999 - [c129]Ting-Wu Chin, Cha Zhang, Diana Marculescu:
Renofeation: A Simple Transfer Learning Method for Improved Adversarial Robustness. CVPR Workshops 2021: 3243-3252 - [c128]Diana Marculescu:
When Climate Meets Machine Learning: Edge to Cloud ML Energy Efficiency. ISLPED 2021: 1 - [c127]Ting-Wu Chin, Ari S. Morcos, Diana Marculescu:
Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks. ECML/PKDD (3) 2021: 119-134 - [c126]Ting-Wu Chin, Dimitrios Stamoulis, Diana Marculescu:
Putting the "Machine" Back in Machine Learning for Engineering Students. Teaching ML 2021: 78-82 - [i31]Ting-Wu Chin, Diana Marculescu, Ari S. Morcos:
Width Transfer: On the (In)variance of Width Optimization. CoRR abs/2104.13255 (2021) - 2020
- [j56]Lixin Fan, Diana Marculescu, Werner Bailer, Yurong Chen:
Editorial: Special Issue on Compact Deep Neural Networks With Industrial Applications. IEEE J. Sel. Top. Signal Process. 14(4): 605-608 (2020) - [j55]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. IEEE J. Sel. Top. Signal Process. 14(4): 609-622 (2020) - [c125]Ting-Wu Chin, Ruizhou Ding, Cha Zhang, Diana Marculescu:
Towards Efficient Model Compression via Learned Global Ranking. CVPR 2020: 1515-1525 - [c124]Ahmet Fatih Inci, Mehmet Meric Isgenc, Diana Marculescu:
DeepNVM: A Framework for Modeling and Analysis of Non-Volatile Memory Technologies for Deep Learning Applications. DATE 2020: 1295-1298 - [c123]Ting-Wu Chin, Pierce I-Jen Chuang, Vikas Chandra, Diana Marculescu:
One Weight Bitwidth to Rule Them All. ECCV Workshops (5) 2020: 85-103 - [c122]Radu Marculescu, Diana Marculescu, Ümit Y. Ogras:
Edge AI: Systems Design and ML for IoT Data Analytics. KDD 2020: 3565-3566 - [c121]Zhuo Chen, Jiyuan Zhang, Ruizhou Ding, Diana Marculescu:
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection. WACV 2020: 1169-1178 - [i30]Ting-Wu Chin, Cha Zhang, Diana Marculescu:
Improving the Adversarial Robustness of Transfer Learning via Noisy Feature Distillation. CoRR abs/2002.02998 (2020) - [i29]R. Iris Bahar, Alex K. Jones, Srinivas Katkoori, Patrick H. Madden, Diana Marculescu, Igor L. Markov:
Workshops on Extreme Scale Design Automation (ESDA) Challenges and Opportunities for 2025 and Beyond. CoRR abs/2005.01588 (2020) - [i28]Ting-Wu Chin, Ari S. Morcos, Diana Marculescu:
PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks. CoRR abs/2007.11752 (2020) - [i27]Ting-Wu Chin, Pierce I-Jen Chuang, Vikas Chandra, Diana Marculescu:
One Weight Bitwidth to Rule Them All. CoRR abs/2008.09916 (2020) - [i26]Ahmet Fatih Inci, Evgeny Bolotin, Yaosheng Fu, Gal Dalal, Shie Mannor, David W. Nellans, Diana Marculescu:
The Architectural Implications of Distributed Reinforcement Learning on CPU-GPU Systems. CoRR abs/2012.04210 (2020) - [i25]Ahmet Inci, Mehmet Meric Isgenc, Diana Marculescu:
DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning. CoRR abs/2012.04559 (2020)
2010 – 2019
- 2019
- [j54]Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Learning-Based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems. IEEE Trans. Computers 68(6): 852-866 (2019) - [j53]Ifigeneia Apostolopoulou, Diana Marculescu:
Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2720-2734 (2019) - [c120]Ruizhou Ding, Ting-Wu Chin, Zeye Liu, Diana Marculescu:
Regularizing Activation Distribution for Training Binarized Deep Networks. CVPR 2019: 11408-11417 - [c119]Ruizhou Ding, Zeye Liu, Ting-Wu Chin, Diana Marculescu, R. D. (Shawn) Blanton:
FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference. DAC 2019: 200 - [c118]Ting-Wu Chin, Ruizhou Ding, Diana Marculescu:
AdaScale: Towards Real-time Video Object Detection using Adaptive Scaling. SysML 2019 - [c117]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path NAS: Designing Hardware-Efficient ConvNets in Less Than 4 Hours. ECML/PKDD (2) 2019: 481-497 - [i24]Zhuo Chen, Ruizhou Ding, Ting-Wu Chin, Diana Marculescu:
Understanding the Impact of Label Granularity on CNN-based Image Classification. CoRR abs/1901.07012 (2019) - [i23]Ting-Wu Chin, Ruizhou Ding, Diana Marculescu:
AdaScale: Towards Real-time Video Object Detection Using Adaptive Scaling. CoRR abs/1902.02910 (2019) - [i22]Ruizhou Ding, Ting-Wu Chin, Zeye Liu, Diana Marculescu:
Regularizing Activation Distribution for Training Binarized Deep Networks. CoRR abs/1904.02823 (2019) - [i21]Ruizhou Ding, Zeye Liu, Ting-Wu Chin, Diana Marculescu, Ronald D. Blanton:
FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference. CoRR abs/1904.02835 (2019) - [i20]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours. CoRR abs/1904.02877 (2019) - [i19]Ting-Wu Chin, Ruizhou Ding, Cha Zhang, Diana Marculescu:
LeGR: Filter Pruning via Learned Global Ranking. CoRR abs/1904.12368 (2019) - [i18]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path NAS: Device-Aware Efficient ConvNet Design. CoRR abs/1905.04159 (2019) - [i17]Zhuo Chen, Jiyuan Zhang, Ruizhou Ding, Diana Marculescu:
ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection. CoRR abs/1906.07912 (2019) - [i16]Dimitrios Stamoulis, Ruizhou Ding, Di Wang, Dimitrios Lymberopoulos, Bodhi Priyantha, Jie Liu, Diana Marculescu:
Single-Path Mobile AutoML: Efficient ConvNet Design and NAS Hyperparameter Optimization. CoRR abs/1907.00959 (2019) - 2018
- [j52]Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis. Computer 51(7): 66-77 (2018) - [j51]Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems. IEEE Trans. Computers 67(5): 672-686 (2018) - [j50]Zhuo Chen, Dimitrios Stamoulis, Diana Marculescu:
Profit: Priority and Power/Performance Optimization for Many-Core Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37(10): 2064-2075 (2018) - [j49]Ruizhou Ding, Zeye Liu, R. D. (Shawn) Blanton, Diana Marculescu:
Lightening the Load with Highly Accurate Storage- and Energy-Efficient LightNNs. ACM Trans. Reconfigurable Technol. Syst. 11(3): 17:1-17:24 (2018) - [c116]Ruizhou Ding, Zeye Liu, R. D. (Shawn) Blanton, Diana Marculescu:
Quantized deep neural networks for energy efficient hardware-based inference. ASP-DAC 2018: 1-8 - [c115]Dimitrios Stamoulis, Ermao Cai, Da-Cheng Juan, Diana Marculescu:
HyperPower: Power- and memory-constrained hyper-parameter optimization for neural networks. DATE 2018: 19-24 - [c114]Dimitrios Stamoulis, Ting-Wu (Rudy) Chin, Anand Krishnan Prakash, Haocheng Fang, Sribhuvan Sajja, Mitchell Bognar, Diana Marculescu:
Designing adaptive neural networks for energy-constrained image classification. ICCAD 2018: 23 - [c113]Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Hybrid on-chip communication architectures for heterogeneous manycore systems. ICCAD 2018: 62 - [c112]Diana Marculescu, Dimitrios Stamoulis, Ermao Cai:
Hardware-aware machine learning: modeling and optimization. ICCAD 2018: 137 - [c111]Zhuo Chen, Ruizhou Ding, Ting-Wu Chin, Diana Marculescu:
Understanding the Impact of Label Granularity on CNN-Based Image Classification. ICDM Workshops 2018: 895-904 - [i15]Ifigeneia Apostolopoulou, Diana Marculescu:
Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks. CoRR abs/1801.07693 (2018) - [i14]Ruizhou Ding, Zeye Liu, Rongye Shi, Diana Marculescu, R. D. (Shawn) Blanton:
LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks. CoRR abs/1802.02178 (2018) - [i13]Dimitrios Stamoulis, Ting-Wu (Rudy) Chin, Anand Krishnan Prakash, Haocheng Fang, Sribhuvan Sajja, Mitchell Bognar, Diana Marculescu:
Designing Adaptive Neural Networks for Energy-Constrained Image Classification. CoRR abs/1808.01550 (2018) - [i12]Diana Marculescu, Dimitrios Stamoulis, Ermao Cai:
Hardware-Aware Machine Learning: Modeling and Optimization. CoRR abs/1809.05476 (2018) - [i11]Ting-Wu Chin, Cha Zhang, Diana Marculescu:
Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks. CoRR abs/1810.00518 (2018) - [i10]Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems. CoRR abs/1810.08869 (2018) - 2017
- [j48]Yatish Turakhia, Guangshuo Liu, Siddharth Garg, Diana Marculescu:
Thread Progress Equalization: Dynamically Adaptive Power-Constrained Performance Optimization of Multi-Threaded Applications. IEEE Trans. Computers 66(4): 731-744 (2017) - [j47]Ermao Cai, Diana Marculescu:
Temperature Effect Inversion-Aware Power-Performance Optimization for FinFET-Based Multicore Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(11): 1897-1910 (2017) - [j46]Ryan Gary Kim, Wonje Choi, Zhuo Chen, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Imitation Learning for Dynamic VFI Control in Large-Scale Manycore Systems. IEEE Trans. Very Large Scale Integr. Syst. 25(9): 2458-2471 (2017) - [c110]Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis, Diana Marculescu:
\emphNeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. ACML 2017: 622-637 - [c109]Ruizhou Ding, Dimitrios Stamoulis, Kartikeya Bhardwaj, Diana Marculescu, Radu Marculescu:
Enhancing precipitation models by capturing multivariate and multiscale climate dynamics. CySWATER@CPSWeek 2017: 39-42 - [c108]Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos:
M3A: Model, MetaModel and Anomaly Detection for Inter-arrivals of Web Searches and Postings. DSAA 2017: 341-350 - [c107]Ruizhou Ding, Diana Marculescu:
Leveraging Classification Models for River Forecasting. SIGSPATIAL/GIS 2017: 83:1-83:4 - [c106]Ruizhou Ding, Zeye Liu, Rongye Shi, Diana Marculescu, R. D. (Shawn) Blanton:
LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks. ACM Great Lakes Symposium on VLSI 2017: 35-40 - [c105]Biresh Kumar Joardar, Wonje Choi, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
3D NoC-Enabled Heterogeneous Manycore Architectures for Accelerating CNN Training: Performance and Thermal Trade-offs. NOCS 2017: 18:1-18:8 - [i9]Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis, Diana Marculescu:
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. CoRR abs/1710.05420 (2017) - [i8]Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis. CoRR abs/1712.00076 (2017) - [i7]Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems. CoRR abs/1712.02293 (2017) - [i6]Dimitrios Stamoulis, Ermao Cai, Da-Cheng Juan, Diana Marculescu:
HyperPower: Power- and Memory-Constrained Hyper-Parameter Optimization for Neural Networks. CoRR abs/1712.02446 (2017) - [i5]Zhuo Chen, Diana Marculescu:
Task Scheduling for Heterogeneous Multicore Systems. CoRR abs/1712.03209 (2017) - [i4]Zhuo Chen, Diana Marculescu:
Priority-Aware Near-Optimal Scheduling for Heterogeneous Multi-Core Systems with Specialized Accelerators. CoRR abs/1712.03246 (2017) - 2016
- [j45]Jiajia Jiao, Diana Marculescu, Da-Cheng Juan, Yuzhuo Fu:
A two-level approximate model driven framework for characterizing Multi-Cell Upsets impacts on processors. Microelectron. J. 48: 7-17 (2016) - [j44]Ryan Gary Kim, Wonje Choi, Guangshuo Liu, Ehsan Mohandesi, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Wireless NoC for VFI-Enabled Multicore Chip Design: Performance Evaluation and Design Trade-Offs. IEEE Trans. Computers 65(4): 1323-1336 (2016) - [j43]Zhiliang Qian, Da-Cheng Juan, Paul Bogdan, Chi-Ying Tsui, Diana Marculescu, Radu Marculescu:
A Support Vector Regression (SVR)-Based Latency Model for Network-on-Chip (NoC) Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(3): 471-484 (2016) - [j42]Ermao Cai, Da-Cheng Juan, Siddharth Garg, Jinpyo Park, Diana Marculescu:
Learning-Based Power/Performance Optimization for Many-Core Systems With Extended-Range Voltage/Frequency Scaling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(8): 1318-1331 (2016) - [j41]Ryan Gary Kim, Wonje Choi, Zhuo Chen, Partha Pratim Pande, Diana Marculescu, Radu Marculescu:
Wireless NoC and Dynamic VFI Codesign: Energy Efficiency Without Performance Penalty. IEEE Trans. Very Large Scale Integr. Syst. 24(7): 2488-2501 (2016) - [c104]Wonje Choi, Karthi Duraisamy, Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande, Radu Marculescu, Diana Marculescu:
Hybrid network-on-chip architectures for accelerating deep learning kernels on heterogeneous manycore platforms. CASES 2016: 13:1-13:10 - [c103]Ermao Cai, Dimitrios Stamoulis, Diana Marculescu:
Exploring aging deceleration in FinFET-based multi-core systems. ICCAD 2016: 111 - [c102]Dimitrios Stamoulis, Diana Marculescu:
Can We Guarantee Performance Requirements under Workload and Process Variations? ISLPED 2016: 308-313 - [i3]Yatish Turakhia, Guangshuo Liu, Siddharth Garg, Diana Marculescu:
Thread Progress Equalization: Dynamically Adaptive Power and Performance Optimization of Multi-threaded Applications. CoRR abs/1603.06346 (2016) - [i2]Da-Cheng Juan, Neil Shah, Mingyu Tang, Zhiliang Qian, Diana Marculescu, Christos Faloutsos:
M3A: Model, MetaModel, and Anomaly Detection in Web Searches. CoRR abs/1606.05978 (2016) - 2015
- [j40]Jiajia Jiao, Da-Cheng Juan, Diana Marculescu, Yuzhuo Fu:
Exploiting component dependency for accurate and efficient soft error analysis via Probabilistic Graphical Models. Microelectron. Reliab. 55(1): 251-263 (2015) - [j39]Guangshuo Liu, Jinpyo Park, Diana Marculescu:
Procrustes1: Power Constrained Performance Improvement Using Extended Maximize-Then-Swap Algorithm. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34(10): 1664-1676 (2015) - [c101]Diana Marculescu, Da-Cheng Juan, Guangshuo Liu:
Understanding and Using Heterogeneity for High Performance, Energy Efficient Computing: Special Session Extended Abstract. CSCS 2015: 1000 - [c100]Karthi Duraisamy, Ryan Gary Kim, Wonje Choi, Guangshuo Liu, Partha Pratim Pande, Radu Marculescu, Diana Marculescu:
Energy efficient MapReduce with VFI-enabled multicore platforms. DAC 2015: 6:1-6:6 - [c99]Zhuo Chen, Diana Marculescu:
Distributed reinforcement learning for power limited many-core system performance optimization. DATE 2015: 1521-1526 - [c98]Diana Marculescu:
The quest for energy aware computing. IGSC 2015: 1 - [c97]Partha Pratim Pande, Ryan Gary Kim, Wonje Choi, Zhuo Chen, Diana Marculescu, Radu Marculescu:
The (Low) Power of Less Wiring: Enabling Energy Efficiency in Many-Core Platforms Through Wireless NoC. ICCAD 2015: 165-169 - [c96]Ermao Cai, Diana Marculescu:
TEI-Turbo: Temperature Effect Inversion-Aware Turbo Boost for FinFET-Based Multi-Core Systems. ICCAD 2015: 500-507 - [c95]Ronald D. Blanton, Xin Li, Ken Mai, Diana Marculescu, Radu Marculescu, Jeyanandh Paramesh, Jeff G. Schneider, Donald E. Thomas:
Statistical Learning in Chip (SLIC). ICCAD 2015: 664-669 - [e4]Diana Marculescu, Frank Liu:
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2015, Austin, TX, USA, November 2-6, 2015. IEEE 2015, ISBN 978-1-4673-8389-9 [contents] - [e3]André Ivanov, Diana Marculescu, Partha Pratim Pande, José Flich, Karthik Pattabiraman:
Proceedings of the 9th International Symposium on Networks-on-Chip, NOCS 2015, Vancouver, BC, Canada, September 28-30, 2015. ACM 2015, ISBN 978-1-4503-3396-2 [contents] - 2014
- [j38]Da-Cheng Juan, Siddharth Garg, Diana Marculescu:
Statistical Peak Temperature Prediction and Thermal Yield Improvement for 3D Chip Multiprocessors. ACM Trans. Design Autom. Electr. Syst. 19(4): 39:1-39:23 (2014) - [j37]Kai-Chiang Wu, Diana Marculescu:
Power-Planning-Aware Soft Error Hardening via Selective Voltage Assignment. IEEE Trans. Very Large Scale Integr. Syst. 22(1): 136-145 (2014) - [c94]Zhiliang Qian, Da-Cheng Juan, Paul Bogdan, Chi-Ying Tsui, Diana Marculescu, Radu Marculescu:
A comprehensive and accurate latency model for Network-on-Chip performance analysis. ASP-DAC 2014: 323-328 - [c93]Ryan Gary Kim, Guangshuo Liu, Paul Wettin, Radu Marculescu, Diana Marculescu, Partha Pratim Pande:
Energy-efficient VFI-partitioned multicore design using wireless NoC architectures. CASES 2014: 3:1-3:9 - [c92]Muhammad Shafique, Siddharth Garg, Jörg Henkel, Diana Marculescu:
The EDA Challenges in the Dark Silicon Era: Temperature, Reliability, and Variability Perspectives. DAC 2014: 185:1-185:6 - [c91]Ronald D. Blanton, Xin Li, Ken Mai, Diana Marculescu, Radu Marculescu, Jeyanandh Paramesh, Jeff G. Schneider, Donald E. Thomas:
SLIC: Statistical learning in chip. ISIC 2014: 119-123 - [c90]Da-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos:
Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. PAKDD (2) 2014: 198-209 - 2013
- [j36]Siddharth Garg, Diana Marculescu:
Addressing Process Variations at the Microarchitecture and System Level. Found. Trends Electron. Des. Autom. 6(3): 217-291 (2013) - [j35]Diana Marculescu, Chita R. Das:
Editorial to special section on networks on chip: Architecture, tools, and methodologies. ACM Trans. Design Autom. Electr. Syst. 18(4): 45:1-45:2 (2013) - [j34]Kai-Chiang Wu, Diana Marculescu:
A Low-Cost, Systematic Methodology for Soft Error Robustness of Logic Circuits. IEEE Trans. Very Large Scale Integr. Syst. 21(2): 367-379 (2013) - [j33]Siddharth Garg, Diana Marculescu:
Mitigating the Impact of Process Variation on the Performance of 3-D Integrated Circuits. IEEE Trans. Very Large Scale Integr. Syst. 21(10): 1903-1914 (2013) - [c89]Da-Cheng Juan, Siddharth Garg, Jinpyo Park, Diana Marculescu:
Learning the optimal operating point for many-core systems with extended range voltage/frequency scaling. CODES+ISSS 2013: 8:1-8:10 - [c88]Natasa Miskov-Zivanov, Diana Marculescu, James R. Faeder:
Dynamic behavior of cell signaling networks: model design and analysis automation. DAC 2013: 8:1-8:6 - [c87]Yatish Turakhia, Bharathwaj Raghunathan, Siddharth Garg, Diana Marculescu:
HaDeS: architectural synthesis for <u>h</u>eterogeneous <u>d</u>ark <u>s</u>ilicon chip multi-processors. DAC 2013: 173:1-173:7 - [c86]Bharathwaj Raghunathan, Yatish Turakhia, Siddharth Garg, Diana Marculescu:
Cherry-picking: exploiting process variations in dark-silicon homogeneous chip multi-processors. DATE 2013: 39-44 - [c85]Zhiliang Qian, Da-Cheng Juan, Paul Bogdan, Chi-Ying Tsui, Diana Marculescu, Radu Marculescu:
SVR-NoC: a performance analysis tool for network-on-chips using learning-based support vector regression model. DATE 2013: 354-357 - [c84]Abhishek A. Sharma, Kaustubh Neelathalli, Diana Marculescu, Eriko Nurvitadhi:
Hardware-efficient stereo estimation using a residual-based approach. ICASSP 2013: 2693-2696 - [c83]Guangshuo Liu, Jinpyo Park, Diana Marculescu:
Dynamic thread mapping for high-performance, power-efficient heterogeneous many-core systems. ICCD 2013: 54-61 - [c82]Da-Cheng Juan, Siddharth Garg, Diana Marculescu:
Impact of manufacturing process variations on performance and thermal characteristics of 3D ICs: Emerging challenges and new solutions. ISCAS 2013: 541-544 - [c81]R. Iris Bahar, Alex K. Jones, Srinivas Katkoori, Patrick H. Madden, Diana Marculescu, Igor L. Markov:
"Scaling" the impact of EDA education Preliminary findings from the CCC workshop series on extreme scale design automation. MSE 2013: 64-67 - 2012
- [j32]Siddharth Garg, Diana Marculescu, Radu Marculescu:
Technology-driven limits on runtime power management algorithms for multiprocessor systems-on-chip. ACM J. Emerg. Technol. Comput. Syst. 8(4): 28:1-28:17 (2012) - [j31]Diana Marculescu, Peng Li:
Guest Editorial Special Section on PAR-CAD: Parallel CAD Algorithms and CAD for Parallel Architectures/Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 31(1): 7-8 (2012) - [j30]Siddharth Garg, Diana Marculescu:
On the Impact of Manufacturing Process Variations on the Lifetime of Sensor Networks. ACM Trans. Embed. Comput. Syst. 11(2): 33:1-33:13 (2012) - [j29]Sebastian Herbert, Siddharth Garg, Diana Marculescu:
Exploiting Process Variability in Voltage/Frequency Control. IEEE Trans. Very Large Scale Integr. Syst. 20(8): 1392-1404 (2012) - [j28]Siddharth Garg, Diana Marculescu:
System-Level Leakage Variability Mitigation for MPSoC Platforms Using Body-Bias Islands. IEEE Trans. Very Large Scale Integr. Syst. 20(12): 2289-2301 (2012) - [c80]Da-Cheng Juan, Huapeng Zhou, Diana Marculescu, Xin Li:
A learning-based autoregressive model for fast transient thermal analysis of chip-multiprocessors. ASP-DAC 2012: 597-602 - [c79]Da-Cheng Juan, Yi-Lin Chuang, Diana Marculescu, Yao-Wen Chang:
Statistical thermal modeling and optimization considering leakage power variations. DATE 2012: 605-610 - [c78]Kai-Chiang Wu, Ming-Chao Lee, Diana Marculescu, Shih-Chieh Chang:
Mitigating lifetime underestimation: A system-level approach considering temperature variations and correlations between failure mechanisms. DATE 2012: 1269-1274 - [c77]Da-Cheng Juan, Diana Marculescu:
Power-aware performance increase via core/uncore reinforcement control for chip-multiprocessors. ISLPED 2012: 97-102 - [c76]Ming-Chao Lee, Yiyu Shi, Yu-Guang Chen, Diana Marculescu, Shih-Chieh Chang:
Efficient on-line module-level wake-up scheduling for high performance multi-module designs. ISPD 2012: 97-104 - 2011
- [c75]Natasa Miskov-Zivanov, Andrew Bresticker, Deepa Krishnaswamy, Sreesan Venkatakrishnan, Diana Marculescu, James R. Faeder:
Emulation of biological networks in reconfigurable hardware. BCB 2011: 536-540 - [c74]Da-Cheng Juan, Siddharth Garg, Diana Marculescu:
Statistical thermal evaluation and mitigation techniques for 3D Chip-Multiprocessors in the presence of process variations. DATE 2011: 383-388 - [c73]Kai-Chiang Wu, Diana Marculescu:
Aging-aware timing analysis and optimization considering path sensitization. DATE 2011: 1572-1577 - [c72]Natasa Miskov-Zivanov, Andrew Bresticker, Deepa Krishnaswamy, Sreesan Venkatakrishnan, Prashant Kashinkunti, Diana Marculescu, James R. Faeder:
Regulatory network analysis acceleration with reconfigurable hardware. EMBC 2011: 149-152 - [c71]Yi-Lin Chuang, Hong-Ting Lin, Tsung-Yi Ho, Yao-Wen Chang, Diana Marculescu:
PRICE: Power reduction by placement and clock-network co-synthesis for pulsed-latch designs. ICCAD 2011: 85-90 - [c70]Kai-Chiang Wu, Diana Marculescu, Ming-Chao Lee, Shih-Chieh Chang:
Analysis and mitigation of NBTI-induced performance degradation for power-gated circuits. ISLPED 2011: 139-144 - [c69]Siddharth Garg, Diana Marculescu:
Special session 4A: New topics parametric yield and reliability of 3D integrated circuits: New challenges and solutions. VTS 2011: 99 - 2010
- [j27]Natasa Miskov-Zivanov, Diana Marculescu:
Multiple Transient Faults in Combinational and Sequential Circuits: A Systematic Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29(10): 1614-1627 (2010) - [c68]Natasa Miskov-Zivanov, Diana Marculescu:
Formal modeling and reasoning for reliability analysis. DAC 2010: 531-536 - [c67]Kai-Chiang Wu, Diana Marculescu:
Clock skew scheduling for soft-error-tolerant sequential circuits. DATE 2010: 717-722 - [c66]Siddharth Garg, Diana Marculescu, Sebastian Herbert:
Process variation aware performance modeling and dynamic power management for multi-core systems. ICCAD 2010: 89-92 - [c65]Siddharth Garg, Diana Marculescu, Radu Marculescu:
Custom feedback control: enabling truly scalable on-chip power management for MPSoCs. ISLPED 2010: 425-430
2000 – 2009
- 2009
- [j26]Ümit Y. Ogras, Radu Marculescu, Diana Marculescu, Eun-Gu Jung:
Design and Management of Voltage-Frequency Island Partitioned Networks-on-Chip. IEEE Trans. Very Large Scale Integr. Syst. 17(3): 330-341 (2009) - [j25]Puru Choudhary, Diana Marculescu:
Power Management of Voltage/Frequency Island-Based Systems Using Hardware-Based Methods. IEEE Trans. Very Large Scale Integr. Syst. 17(3): 427-438 (2009) - [j24]Sebastian Herbert, Diana Marculescu:
Mitigating the Impact of Variability on Chip-Multiprocessor Power and Performance. IEEE Trans. Very Large Scale Integr. Syst. 17(10): 1520-1533 (2009) - [c64]Siddharth Garg, Diana Marculescu, Radu Marculescu, Ümit Y. Ogras:
Technology-driven limits on DVFS controllability of multiple voltage-frequency island designs: a system-level perspective. DAC 2009: 818-821 - [c63]Kai-Chiang Wu, Diana Marculescu:
Joint logic restructuring and pin reordering against NBTI-induced performance degradation. DATE 2009: 75-80 - [c62]Siddharth Garg, Diana Marculescu:
System-level process variability analysis and mitigation for 3D MPSoCs. DATE 2009: 604-609 - [c61]Sebastian Herbert, Diana Marculescu:
Variation-aware dynamic voltage/frequency scaling. HPCA 2009: 301-312 - [c60]Alyssa Bonnoit, Sebastian Herbert, Diana Marculescu, Lawrence T. Pileggi:
Integrating dynamic voltage/frequency scaling and adaptive body biasing using test-time voltage selection. ISLPED 2009: 207-212 - [c59]Wan-Ping Lee, Diana Marculescu, Yao-Wen Chang:
Post-floorplanning power/ground ring synthesis for multiple-supply-voltage designs. ISPD 2009: 5-12 - [c58]Siddharth Garg, Diana Marculescu:
3D-GCP: An analytical model for the impact of process variations on the critical path delay distribution of 3D ICs. ISQED 2009: 147-155 - [c57]Natasa Miskov-Zivanov, Diana Marculescu:
A systematic approach to modeling and analysis of transient faults in logic circuits. ISQED 2009: 408-413 - 2008
- [j23]Natasa Miskov-Zivanov, Diana Marculescu:
Modeling and Optimization for Soft-Error Reliability of Sequential Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 27(5): 803-816 (2008) - [j22]Diana Marculescu, Siddharth Garg:
Process-Driven Variability Analysis of Single and Multiple Voltage-Frequency Island Latency-Constrained Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 27(5): 893-905 (2008) - [j21]Siddharth Garg, Diana Marculescu:
System-level throughput analysis for process variation aware multiple voltage-frequency island designs. ACM Trans. Design Autom. Electr. Syst. 13(4): 59:1-59:25 (2008) - [j20]Diana Marculescu, Jörg Henkel:
Guest Editorial Special Section on Low-Power Electronics and Design. IEEE Trans. Very Large Scale Integr. Syst. 16(6): 609-610 (2008) - [c56]Kai-Chiang Wu, Diana Marculescu:
Soft error rate reduction using redundancy addition and removal. ASP-DAC 2008: 559-564 - [c55]Siddharth Garg, Diana Marculescu:
System-level mitigation of WID leakage power variability using body-bias islands. CODES+ISSS 2008: 273-278 - [c54]Sebastian Herbert, Diana Marculescu:
Characterizing chip-multiprocessor variability-tolerance. DAC 2008: 313-318 - [c53]Ümit Y. Ogras, Radu Marculescu, Diana Marculescu:
Variation-adaptive feedback control for networks-on-chip with multiple clock domains. DAC 2008: 614-619 - [c52]Diana Marculescu, Sani R. Nassif:
Design Variability: Challenges and Solutions at Microarchitecture-Architecture Level. DATE 2008 - [c51]Natasa Miskov-Zivanov, Kai-Chiang Wu, Diana Marculescu:
Process variability-aware transient fault modeling and analysis. ICCAD 2008: 685-690 - [c50]Kai-Chiang Wu, Diana Marculescu:
Power-aware soft error hardening via selective voltage scaling. ICCD 2008: 301-306 - 2007
- [j19]R. Iris Bahar, Dan W. Hammerstrom, Justin E. Harlow III, William H. Joyner Jr., Clifford Lau, Diana Marculescu, Alex Orailoglu, Massoud Pedram:
Architectures for Silicon Nanoelectronics and Beyond. Computer 40(1): 25-33 (2007) - [j18]Ümit Y. Ogras, Radu Marculescu, Hyung Gyu Lee, Puru Choudhary, Diana Marculescu, Michael Kaufman, Peter Nelson:
Challenges and Promising Results in NoC Prototyping Using FPGAs. IEEE Micro 27(5): 86-95 (2007) - [c49]Siddharth Garg, Diana Marculescu:
On the impact of manufacturing process variations on the lifetime of sensor networks. CODES+ISSS 2007: 203-208 - [c48]Ümit Y. Ogras, Radu Marculescu, Puru Choudhary, Diana Marculescu:
Voltage-Frequency Island Partitioning for GALS-based Networks-on-Chip. DAC 2007: 110-115 - [c47]Phillip Stanley-Marbell, Diana Marculescu:
An 0.9 × 1.2", low power, energy-harvesting system with custom multi-channel communication interface. DATE 2007: 15-20 - [c46]Siddharth Garg, Diana Marculescu:
Interactive presentation: System-level process variation driven throughput analysis for single and multiple voltage-frequency island designs. DATE 2007: 403-408 - [c45]Natasa Miskov-Zivanov, Diana Marculescu:
Soft error rate analysis for sequential circuits. DATE 2007: 1436-1441 - [c44]Phillip Stanley-Marbell, Diana Marculescu:
Sunflower : Full-System, Embedded Microarchitecture Evaluation. HiPEAC 2007: 168-182 - [c43]Sebastian Herbert, Diana Marculescu:
Analysis of dynamic voltage/frequency scaling in chip-multiprocessors. ISLPED 2007: 38-43 - [c42]Natasa Miskov-Zivanov, Diana Marculescu:
MARS-S: Modeling and Reduction of Soft Errors in Sequential Circuits. ISQED 2007: 893-898 - [e2]Diana Marculescu, Anand Raghunathan, Ali Keshavarzi, Vijaykrishnan Narayanan:
Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007, Portland, OR, USA, August 27-29, 2007. ACM 2007, ISBN 978-1-59593-709-4 [contents] - [i1]Diana Marculescu:
Energy Bounds for Fault-Tolerant Nanoscale Designs. CoRR abs/0710.4680 (2007) - 2006
- [j17]Natasa Miskov-Zivanov, Diana Marculescu:
Circuit Reliability Analysis Using Symbolic Techniques. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 25(12): 2638-2649 (2006) - [c41]Puru Choudhary, Diana Marculescu:
Hardware based frequency/voltage control of voltage frequency island systems. CODES+ISSS 2006: 34-39 - [c40]Natasa Miskov-Zivanov, Diana Marculescu:
MARS-C: modeling and reduction of soft errors in combinational circuits. DAC 2006: 767-772 - [c39]Diana Marculescu, Siddharth Garg:
System-level process-driven variability analysis for single and multiple voltage-frequency island systems. ICCAD 2006: 541-546 - [c38]Chan-Hao Chang, Diana Marculescu:
Design and Analysis of a Low Power VLIW DSP Core. ISVLSI 2006: 167-172 - [e1]Wolfgang Nebel, Mircea R. Stan, Anand Raghunathan, Jörg Henkel, Diana Marculescu:
Proceedings of the 2006 International Symposium on Low Power Electronics and Design, 2006, Tegernsee, Bavaria, Germany, October 4-6, 2006. ACM 2006, ISBN 1-59593-462-6 [contents] - 2005
- [j16]Diana Marculescu, Emil Talpes:
Energy Awareness and Uncertainty in Microarchitecture-Level Design. IEEE Micro 25(5): 64-76 (2005) - [j15]Philip Koopman, Howie Choset, Rajeev Gandhi, Bruce H. Krogh, Diana Marculescu, Priya Narasimhan, JoAnn M. Paul, Ragunathan Rajkumar, Daniel P. Siewiorek, Asim Smailagic, Peter Steenkiste, Donald E. Thomas, Chenxi Wang:
Undergraduate embedded system education at Carnegie Mellon. ACM Trans. Embed. Comput. Syst. 4(3): 500-528 (2005) - [j14]Steve Haga, Natasha Reeves, Rajeev Barua, Diana Marculescu:
Dynamic Functional Unit Assignment for Low Power. J. Supercomput. 31(1): 47-62 (2005) - [j13]Emil Talpes, Diana Marculescu:
Execution cache-based microarchitecture for power-efficient superscalar processors. IEEE Trans. Very Large Scale Integr. Syst. 13(1): 14-26 (2005) - [j12]Emil Talpes, Diana Marculescu:
Toward a multiple clock/voltage island design style for power-aware processors. IEEE Trans. Very Large Scale Integr. Syst. 13(5): 591-603 (2005) - [c37]Koushik Niyogi, Diana Marculescu:
Speed and voltage selection for GALS systems based on voltage/frequency islands. ASP-DAC 2005: 292-297 - [c36]Diana Marculescu, Emil Talpes:
Variability and energy awareness: a microarchitecture-level perspective. DAC 2005: 11-16 - [c35]Diana Marculescu:
Energy Bounds for Fault-Tolerant Nanoscale Designs. DATE 2005: 74-79 - [c34]Emil Talpes, Diana Marculescu:
Increased Scalability and Power Efficiency by Using Multiple Speed Pipelines. ISCA 2005: 310-321 - [c33]Koushik Niyogi, Diana Marculescu:
System level power and performance modeling of GALS point-to-point communication interfaces. ISLPED 2005: 381-386 - 2004
- [c32]Venkata Syam P. Rapaka, Emil Talpes, Diana Marculescu:
Mixed-clock issue queue design for energy aware, high-performance cores. ASP-DAC 2004: 380-383 - [c31]Phillip Stanley-Marbell, Diana Marculescu:
Local Decisions and Triggering Mechanisms for Adaptive Fault-Tolerance. DATE 2004: 968-973 - [c30]Radu Marculescu, Diana Marculescu, Larry T. Pileggi:
Toward an Integrated Design Methodology for Fault-Tolerant, Multiple Clock/Voltage Integrated Systems. ICCD 2004: 168-173 - [c29]Emil Talpes, Diana Marculescu:
Impact of technology scaling on energy aware execution cache-based microarchitectures. ISLPED 2004: 50-53 - [c28]Diana Marculescu:
Application adaptive energy efficient clustered architectures. ISLPED 2004: 344-349 - 2003
- [j11]Pradip Bose, David H. Albonesi, Diana Marculescu:
Guest Editors' Introduction: Power and Complexity Aware Design. IEEE Micro 23(5): 8-11 (2003) - [j10]Diana Marculescu:
E-Textiles: Toward Computational Clothing. IEEE Pervasive Comput. 2(1): 89-95 (2003) - [j9]Diana Marculescu, Radu Marculescu, Nicholas H. Zamora, Phillip Stanley-Marbell, Pradeep K. Khosla, Sungmee Park, Sundaresan Jayaraman, Stefan Jung, L. Weber, K. Cottet, Janusz Grzyb, Gerhard Tröster, Mark Jones, Tom L. Martin, Zahi Nakad:
Electronic textiles: a platform for pervasive computing. Proc. IEEE 91(12): 1993-1994 (2003) - [j8]Diana Marculescu, Radu Marculescu, Nicholas H. Zamora, Phillip Stanley-Marbell, Pradeep K. Khosla, Sungmee Park, Sundaresan Jayaraman, Stefan Jung, Christel Lauterbach, Werner Weber, Tünde Kirstein, Didier Cottet, Janusz Grzyb, Gerhard Tröster, Mark Jones, Tom L. Martin, Zahi Nakad:
Electronic textiles: A platform for pervasive computing. Proc. IEEE 91(12): 1995-2018 (2003) - [j7]Phillip Stanley-Marbell, Diana Marculescu, Radu Marculescu, Pradeep K. Khosla:
Modeling, Analysis, and Self-Management of Electronic Textiles. IEEE Trans. Computers 52(8): 996-1010 (2003) - [c27]Menno Lindwer, Diana Marculescu, Twan Basten, Rainer Zimmermann, Radu Marculescu, Stefan Jung, Eugenio Cantatore:
Ambient Intelligence Visions and Achievements: Linking Abstract Ideas to Real-World Concepts. DATE 2003: 10010-10017 - [c26]Venkata Syam P. Rapaka, Diana Marculescu:
Pre-Characterization Free, Efficient Power/Performance Analysis of Embedded and General Purpose Software Applications. DATE 2003: 10504-10509 - [c25]Steve Haga, Natasha Reeves, Rajeev Barua, Diana Marculescu:
Dynamic Functional Unit Assignment for Low Power. DATE 2003: 11052-11057 - [c24]Diana Marculescu, Nicholas H. Zamora, Phillip Stanley-Marbell, Radu Marculescu:
Fault-Tolerant Techniques for Ambient Intelligent Distributed Systems. ICCAD 2003: 348-355 - [c23]Phillip Stanley-Marbell, Diana Marculescu:
Dynamic Fault-Tolerance and Metrics for Battery Powered, Failure-Prone Systems. ICCAD 2003: 633-640 - [c22]Emil Talpes, Diana Marculescu:
A critical analysis of application-adaptive multiple clock processors. ISLPED 2003: 278-281 - [c21]Venkata Syam P. Rapaka, Diana Marculescu:
A mixed-clock issue queue design for globally asynchronous, locally synchronous processor cores. ISLPED 2003: 372-377 - [p2]Venkata Syam P. Rapaka, Diana Marculescu:
Efficient Power/Performance Analysis of Embedded and General Purpose Software Applications. Embedded Software for SoC 2003: 289-303 - [p1]Steve Haga, Natasha Reeves, Rajeev Barua, Diana Marculescu:
Dynamic Functional Unit Assignment for Low Power. Embedded Software for SoC 2003: 485-497 - 2002
- [j6]Anoop Iyer, Diana Marculescu:
Microarchitecture-level power management. IEEE Trans. Very Large Scale Integr. Syst. 10(3): 230-239 (2002) - [c20]Diana Marculescu, Radu Marculescu, Pradeep K. Khosla:
Challenges and opportunities in electronic textiles modeling and optimization. DAC 2002: 175-180 - [c19]Anoop Iyer, Diana Marculescu:
Power efficiency of voltage scaling in multiple clock, multiple voltage cores. ICCAD 2002: 379-386 - [c18]Anoop Iyer, Diana Marculescu:
Power and Performance Evaluation of Globally Asynchronous Locally Synchronous Processors. ISCA 2002: 158-168 - [c17]Radu Marculescu, Diana Marculescu:
Does Q=MC2? (On the Relationship between Quality in Electronic Design and the Model of Colloidal Computing, invited). ISQED 2002: 451-457 - 2001
- [c16]Anoop Iyer, Diana Marculescu:
Power aware microarchitecture resource scaling. DATE 2001: 190-196 - [c15]Diana Marculescu, Anoop Iyer:
Application-Driven Processor Design Exploration for Power-Performance Trade-off Analysis. ICCAD 2001: 306-313 - [c14]Emil Talpes, Diana Marculescu:
Power reduction through work reuse. ISLPED 2001: 340-345 - 2000
- [j5]Diana Marculescu, Radu Marculescu, Massoud Pedram:
Stochastic sequential machine synthesis with application to constrained sequence generation. ACM Trans. Design Autom. Electr. Syst. 5(3): 658-681 (2000) - [j4]Diana Marculescu, Radu Marculescu, Massoud Pedram:
Theoretical bounds for switching activity analysis in finite-state machines. IEEE Trans. Very Large Scale Integr. Syst. 8(3): 335-339 (2000) - [c13]Diana Marculescu:
Profile-driven code execution for low power dissipation (poster session). ISLPED 2000: 253-255
1990 – 1999
- 1999
- [j3]Radu Marculescu, Diana Marculescu, Massoud Pedram:
Sequence compaction for power estimation: theory and practice. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 18(7): 973-993 (1999) - [c12]Radu Marculescu, Diana Marculescu, Massoud Pedram:
Non-stationary effects in trace-driven power analysis. ISLPED 1999: 133-138 - 1998
- [j2]Radu Marculescu, Diana Marculescu, Massoud Pedram:
Probabilistic modeling of dependencies during switching activity analysis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 17(2): 73-83 (1998) - [c11]Diana Marculescu, Radu Marculescu, Massoud Pedram:
Trace-Driven Steady-State Probability Estimation in FSMs with Application to Power Estimation. DATE 1998: 774-779 - [c10]Diana Marculescu, Radu Marculescu, Massoud Pedram:
Theoretical bounds for switching activity analysis in finite-state machines. ISLPED 1998: 36-41 - 1997
- [c9]Radu Marculescu, Diana Marculescu, Massoud Pedram:
Adaptive models for input data compaction for power simulators. ASP-DAC 1997: 391-396 - [c8]Diana Marculescu, Radu Marculescu, Massoud Pedram:
Sequence Compaction for Probabilistic Analysis of Finite-State Machines. DAC 1997: 12-15 - [c7]Radu Marculescu, Diana Marculescu, Massoud Pedram:
Hierarchical Sequence Compaction for Power Estimation. DAC 1997: 570-575 - [c6]Radu Marculescu, Diana Marculescu, Massoud Pedram:
Composite sequence compaction for finite-state machines using block entropy and high-order Markov models. ISLPED 1997: 190-195 - 1996
- [j1]Diana Marculescu, Radu Marculescu, Massoud Pedram:
Information theoretic measures for power analysis [logic design]. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 15(6): 599-610 (1996) - [c5]Chi-Ying Tsui, Radu Marculescu, Diana Marculescu, Massoud Pedram:
Improving the Efficiency of Power Simulators by Input Vector Compaction. DAC 1996: 165-168 - [c4]Diana Marculescu, Radu Marculescu, Massoud Pedram:
Stochastic Sequential Machine Synthesis Targeting Constrained Sequence Generation. DAC 1996: 696-701 - 1995
- [c3]Radu Marculescu, Diana Marculescu, Massoud Pedram:
Efficient Power Estimation for Highly Correlated Input Streams. DAC 1995: 628-634 - [c2]Diana Marculescu, Radu Marculescu, Massoud Pedram:
Information theoretic measures of energy consumption at register transfer level. ISLPD 1995: 81-86 - 1994
- [c1]Radu Marculescu, Diana Marculescu, Massoud Pedram:
Switching activity analysis considering spatiotemporal correlations. ICCAD 1994: 294-299
Coauthor Index
Ting-Wu Chin
aka: Ting-Wu (Rudy) Chin
aka: Ting-Wu (Rudy) Chin
[c147] [i52] [c133] [i45] [c122] [j54] [j52] [j51] [c113] [i10] [j46] [c109] [c105] [i8] [i7] [j44] [j43] [j41] [c104] [c100] [c97] [c95] [c94] [c93] [c91] [c85] [j32] [c65] [j26] [c64] [c53] [j18] [c48] [c30] [j9] [j8] [j7] [c27] [c24] [c20] [c17] [j5] [j4] [j3] [c12] [j2] [c11] [c10] [c9] [c8] [c7] [c6] [j1] [c5] [c4] [c3] [c2] [c1]
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