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Tajana Rosing
Tajana Simunic Rosing – Tajana Simunic – Tajana Šimunić Rosing
Person information
- unicode name: Tajana Šimunić Rosing
- affiliation: University of California, San Diego, CA, USA
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2020 – today
- 2024
- [j75]Fatemeh Asgarinejad
, Anthony Thomas, Ryan Hildebrant, Zhenyu Zhang, Shangping Ren, Tajana Rosing, Baris Aksanli
Optimized Early Prediction of Business Processes with Hyperdimensional Computing. Inf. 15(8): 490 (2024) - [j74]Fatemeh Asgarinejad
Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing. Sensors 24(3): 1014 (2024) - [j73]Lingxi Wu
Abakus: Accelerating k-mer Counting with Storage Technology. ACM Trans. Archit. Code Optim. 21(1): 10:1-10:26 (2024) - [j72]Jaeyoung Kang
DRAM-Based Acceleration of Open Modification Search in Hyperdimensional Space. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(9): 2592-2605 (2024) - [j71]Saransh Gupta
MemFHE: End-to-end Computing with Fully Homomorphic Encryption in Memory. ACM Trans. Embed. Comput. Syst. 23(2): 28:1-28:23 (2024) - [c297]Yue Pan, Minxuan Zhou, Chonghan Lee, Zheyu Li, Rishika Kushwah, Vijaykrishnan Narayanan, Tajana Rosing:
PRIMATE: Processing in Memory Acceleration for Dynamic Token-pruning Transformers. ASPDAC 2024: 557-563 - [c296]Ivannia Gomez Moreno, Xiaofan Yu, Tajana Rosing:
KalmanHD: Robust On-Device Time Series Forecasting with Hyperdimensional Computing. ASPDAC 2024: 710-715 - [c295]Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli:
PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection. ASPDAC 2024: 896-901 - [c294]Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang:
52.5 TOPS/W 1.7GHz Reconfigurable XGBoost Inference Accelerator Based on Modular-Unit-Tree with Dynamic Data and Compute Gating. CICC 2024: 1-2 - [c293]Onat Güngör, Tajana Rosing, Baris Aksanli:
A2HD: Adaptive Adversarial Training for Hyperdimensional Computing-Based Intrusion Detection Against Adversarial Attacks. CSR 2024: 107-113 - [c292]Onat Güngör, Elvin Li, Zhengli Shang, Yutong Guo, Jing Chen, Johnathan Davis, Tajana Rosing:
Rigorous Evaluation of Machine Learning-Based Intrusion Detection Against Adversarial Attacks. CSR 2024: 152-158 - [c291]Tianqi Zhang
SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering. DAC 2024: 56:1-56:6 - [c290]Eunji Kwon
RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers. DAC 2024: 79:1-79:6 - [c289]Keming Fan
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. DAC 2024: 316:1-316:6 - [c288]Jaeyoung Kang, Youhak Lee, Minxuan Zhou, Weihong Xu, Tajana Rosing:
HygHD: Hyperdimensional Hypergraph Learning. DATE 2024: 1-6 - [c287]Onat Güngör, Tajana Rosing, Baris Aksanli:
ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks. DATE 2024: 1-6 - [c286]Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing:
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering. DATE 2024: 1-6 - [c285]Weihong Xu, Jaeyoung Kang, Tajana Rosing:
AttBind: Memory-Efficient Acceleration for Long-Range Attention Using Vector-Derived Symbolic Binding. DATE 2024: 1-6 - [c284]Quanling Zhao, Xiaofan Yu, Shengfan Hu, Tajana Rosing:
MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing. DATE 2024: 1-6 - [c283]Onat Güngör, Amanda Rios, Priyanka Mudgal, Nilesh A. Ahuja, Tajana Rosing:
A Robust Framework for Evaluation of Unsupervised Time-Series Anomaly Detection. ICPR (26) 2024: 48-64 - [c282]Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Simunic Rosing:
Intelligence Beyond the Edge using Hyperdimensional Computing. IPSN 2024: 1-13 - [c281]Fatemeh Asgarinejad
VisionHD: Towards Efficient and Privacy-Preserved Hyperdimensional Computing for Image Data. ISLPED 2024: 1-6 - [c280]Chang Eun Song
Efficient Transformer Acceleration via Reconfiguration for Encoder and Decoder Models and Sparsity-Aware Algorithm Mapping. ISLPED 2024: 1-6 - [c279]Minxuan Zhou, Yujin Nam, Xuan Wang, Youhak Lee, Chris Wilkerson, Raghavan Kumar, Sachin Taneja, Sanu Mathew, Rosario Cammarota, Tajana Rosing:
UFC: A Unified Accelerator for Fully Homomorphic Encryption. MICRO 2024: 352-365 - [c278]Xiaofan Yu
Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs. SenSys 2024: 836-837 - [c277]Run Wang
Poster: Resource-Efficient Environmental Sound Classification Using Hyperdimensional Computing. SenSys 2024: 899-900 - [c276]Xiaofan Yu, Tajana Rosing, Yunhui Guo:
Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts. WACV 2024: 2355-2366 - [i38]Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Rosing:
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing. CoRR abs/2403.04759 (2024) - [i37]Flavio Ponzina, Tajana Rosing:
MicroHD: An Accuracy-Driven Optimization of Hyperdimensional Computing Algorithms for TinyML systems. CoRR abs/2404.00039 (2024) - [i36]Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing:
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory. CoRR abs/2405.02756 (2024) - [i35]Xuan Wang, Minxuan Zhou, Tajana Rosing:
Fast-OverlaPIM: A Fast Overlap-driven Mapping Framework for Processing In-Memory Neural Network Acceleration. CoRR abs/2407.00604 (2024) - [i34]Le Zhang, Onat Güngör, Flavio Ponzina, Tajana Rosing:
E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning. CoRR abs/2409.08369 (2024) - [i33]Haichao Yang, Chang Eun Song, Weihong Xu, Behnam Khaleghi, Uday Mallappa, Monil Shah, Keming Fan, Mingu Kang, Tajana Rosing:
FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing. CoRR abs/2409.10918 (2024) - [i32]Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing:
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing. CoRR abs/2409.13361 (2024) - [i31]Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Vikram S. Adve, Tajana Rosing:
HPVM-HDC: A Heterogeneous Programming System for Hyperdimensional Computing. CoRR abs/2410.15179 (2024) - 2023
- [j70]Rishikanth Chandrasekaran
Multi-Label Classification With Hyperdimensional Representations. IEEE Access 11: 108458-108474 (2023) - [j69]Kazim Ergun
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems. IEEE Internet Things J. 10(5): 3864-3889 (2023) - [j68]Weihong Xu
RAPIDx: High-Performance ReRAM Processing In-Memory Accelerator for Sequence Alignment. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(10): 3275-3288 (2023) - [j67]Tianqi Zhang
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3997-4010 (2023) - [j66]Dongning Ma
Testing and Enhancing Adversarial Robustness of Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 4052-4064 (2023) - [j65]Alireza Amirshahi
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities. IEEE J. Biomed. Health Informatics 27(1): 202-214 (2023) - [j64]Xiaofan Yu
Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks. IEEE Trans. Netw. Serv. Manag. 20(1): 787-799 (2023) - [c275]Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi R. Iyer:
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation. ACML 2023: 518-533 - [c274]Tianqi Zhang, Antonio González, Niema Moshiri
GenoMiX: Accelerated Simultaneous Analysis of Human Genomics, Microbiome Metagenomics, and Viral Sequences. BioCAS 2023: 1-5 - [c273]Onat Güngör
Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things. CPS-IoT Week Workshops 2023: 1-6 - [c272]Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing:
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge. CVPR Workshops 2023: 2484-2495 - [c271]Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing. DAC 2023: 1-2 - [c270]Onat Güngör, Tajana Rosing, Baris Aksanli
HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics. DATE 2023: 1-6 - [c269]Weihong Xu, Jaeyoung Kang, Tajana Rosing:
FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing. DATE 2023: 1-6 - [c268]Minxuan Zhou, Xuan Wang, Tajana Rosing:
OverlaPIM: Overlap Optimization for Processing In-Memory Neural Network Acceleration. DATE 2023: 1-6 - [c267]Dancheng Liu, Kazim Ergun, Tajana Simunic Rosing:
Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification. ICASSP 2023: 1-5 - [c266]Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing:
HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning. ICCD 2023: 243-246 - [c265]Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani:
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract). IJCAI 2023: 6474-6479 - [c264]Xiaofan Yu
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. IoTDI 2023: 236-248 - [c263]Quanling Zhao
Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing. IPSN 2023: 312-313 - [c262]Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing:
Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing. ISLPED 2023: 1-6 - [c261]Tinaqi Zhang, Sahand Salamat, Behnam Khaleghi, Justin Morris, Baris Aksanli
HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs. ISQED 2023: 1-9 - [c260]Po-Kai Hsu
An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search. MEMSYS 2023: 14:1-14:7 - [c259]Alexander Redding
EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices. NET4us@MobiCom 2023: 187-192 - [c258]Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli
Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems. SmartNets 2023: 1-6 - [i30]Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing:
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. CoRR abs/2301.06646 (2023) - [i29]Onat Güngör, Tajana Rosing, Baris Aksanli:
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics. CoRR abs/2301.09740 (2023) - [i28]Derek Jones, Jonathan E. Allen, Xiaohua Zhang, Behnam Khaleghi, Jaeyoung Kang, Weihong Xu, Niema Moshiri, Tajana Simunic Rosing:
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations. CoRR abs/2303.15604 (2023) - [i27]Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi Iyer:
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation. CoRR abs/2305.07205 (2023) - [i26]Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing:
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering. CoRR abs/2311.12874 (2023) - [i25]Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing:
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption. CoRR abs/2311.16293 (2023) - [i24]Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing:
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND. CoRR abs/2312.04257 (2023) - [i23]Kazim Ergun, Rishikanth Chandrasekaran, Tajana Rosing:
Federated Hyperdimensional Computing. CoRR abs/2312.15966 (2023) - 2022
- [j63]Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing:
Reinforcement learning based reliability-aware routing in IoT networks. Ad Hoc Networks 132: 102869 (2022) - [j62]Onat Güngör
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140: 103660 (2022) - [j61]Onat Güngör
DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices. IEEE Internet Things J. 9(4): 3125-3134 (2022) - [j60]Saransh Gupta
COSMO: Computing with Stochastic Numbers in Memory. ACM J. Emerg. Technol. Comput. Syst. 18(2): 37:1-37:25 (2022) - [j59]Michael H. Ostertag
Trajectory Planning and Optimization for Minimizing Uncertainty in Persistent Monitoring Applications. J. Intell. Robotic Syst. 106(1): 2 (2022) - [j58]Jaeyoung Kang
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Trans. Computers 71(11): 2753-2765 (2022) - [j57]Justin Morris
Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(4): 897-907 (2022) - [j56]Saransh Gupta
Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy. ACM Trans. Embed. Comput. Syst. 21(3): 22:1-22:25 (2022) - [j55]Justin Morris
HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System. ACM Trans. Embed. Comput. Syst. 21(6): 78:1-78:25 (2022) - [j54]Sahand Salamat
NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD. ACM Trans. Reconfigurable Technol. Syst. 15(2): 16:1-16:29 (2022) - [c257]Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing:
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing. PACT 2022: 536-537 - [c256]Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing:
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training. ASP-DAC 2022: 220-225 - [c255]Behnam Khaleghi, Tianqi Zhang, Niya Shao, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Niema Moshiri
FAST: FPGA-based Acceleration of Genomic Sequence Trimming. BioCAS 2022: 510-514 - [c254]Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing:
FHDnn: communication efficient and robust federated learning for AIoT networks. DAC 2022: 37-42 - [c253]Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing:
PatterNet: explore and exploit filter patterns for efficient deep neural networks. DAC 2022: 223-228 - [c252]Weihong Xu, Jaeyoung Kang, Tajana Rosing:
A near-storage framework for boosted data preprocessing of mass spectrum clustering. DAC 2022: 313-318 - [c251]Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu
GENERIC: highly efficient learning engine on edge using hyperdimensional computing. DAC 2022: 1117-1122 - [c250]Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani:
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge. DATE 2022: 292-297 - [c249]Michael H. Ostertag, Jason Ma, Tajana Rosing:
Remote Sensing with UAV and Mobile Recharging Vehicle Rendezvous. DATE 2022: 538-543 - [c248]Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani:
Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization. DATE 2022: 612-615 - [c247]Justin Morris
HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE 2022: 664-669 - [c246]Yizhou Wei, Minxuan Zhou, Sihang Liu
PIMProf: An Automated Program Profiler for Processing-in-Memory Offloading Decisions. DATE 2022: 855-860 - [c245]Behnam Khaleghi, Tianqi Zhang, Cameron Martino, George Armstrong, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Rob Knight, Niema Moshiri
SALIENT: Ultra-Fast FPGA-based Short Read Alignment. FPT 2022: 1-10 - [c244]Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing:
HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction. ACM Great Lakes Symposium on VLSI 2022: 281-286 - [c243]Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing:
TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer. HPCA 2022: 1071-1085 - [c242]Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing:
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing. ICCD 2022: 553-560 - [c241]Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing:
TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks. ICCD 2022: 635-643 - [c240]Onat Güngör, Tajana Rosing, Baris Aksanli
DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense. IEEE SENSORS 2022: 1-4 - [c239]Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing:
A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract). IJCAI 2022: 5772-5776 - [c238]Quanling Zhao, Kai Lee, Jeffrey Liu, Muhammad Huzaifa, Xiaofan Yu, Tajana Rosing:
FedHD: federated learning with hyperdimensional computing. MobiCom 2022: 791-793 - [c237]Jinhao Liu, Xiaofan Yu, Tajana Rosing:
Self-Train: Self-Supervised On-Device Training for Post-Deployment Adaptation. SmartIoT 2022: 161-168 - [c236]Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee
ns3-fl: Simulating Federated Learning with ns-3. WNS3 2022: 97-104 - [i22]Onat Güngör, Tajana Rosing, Baris Aksanli:
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing. CoRR abs/2203.08148 (2022) - [i21]Saransh Gupta, Rosario Cammarota, Tajana Rosing:
MemFHE: End-to-End Computing with Fully Homomorphic Encryption in Memory. CoRR abs/2204.12557 (2022) - [i20]Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing:
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge. CoRR abs/2208.11266 (2022) - [i19]Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing:
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing. CoRR abs/2209.09868 (2022) - [i18]Weihong Xu, Saransh Gupta, Niema Moshiri, Tajana Rosing:
RAPIDx: High-performance ReRAM Processing in-Memory Accelerator for Sequence Alignment. CoRR abs/2211.05733 (2022) - [i17]Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing:
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing. CoRR abs/2211.16422 (2022) - 2021
- [j53]Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing:
A Theoretical Perspective on Hyperdimensional Computing. J. Artif. Intell. Res. 72: 215-249 (2021) - [c235]Minxuan Zhou, Guoyang Chen, Mohsen Imani, Saransh Gupta, Weifeng Zhang, Tajana Rosing:
PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations. PACT 2021: 1 - [c234]Minxuan Zhou, Lingxi Wu, Muzhou Li, Niema Moshiri
Ultra Efficient Acceleration for De Novo Genome Assembly via Near-Memory Computing. PACT 2021: 199-212 - [c233]Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing:
Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems. ASP-DAC 2021: 222-228 - [c232]Yunhui Guo, Mohsen Imani, Jaeyoung Kang
HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. ASP-DAC 2021: 384-389 - [c231]Kazim Ergun, Raid Ayoub, Pietro Mercati
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems. ASP-DAC 2021: 561-567 - [c230]Minxuan Zhou, Mohsen Imani, Yeseong Kim, Saransh Gupta, Tajana Rosing:
DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures. ASP-DAC 2021: 639-644 - [c229]Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu
Attention State Classification with In-Ear EEG. BioCAS 2021: 1-5 - [c228]Xiaofan Yu, Weihong Xu, Ludmila Cherkasova, Tajana Simunic Rosing:
Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks. CNSM 2021: 455-463 - [c227]Minxuan Zhou, Yunhui Guo, Weihong Xu, Bin Li, Kevin W. Eliceiri, Tajana Rosing:
MAT: Processing In-Memory Acceleration for Long-Sequence Attention. DAC 2021: 25-30 - [c226]Saransh Gupta, Tajana Simunic Rosing:
Invited: Accelerating Fully Homomorphic Encryption with Processing in Memory. DAC 2021: 1335-1338 - [c225]Minxuan Zhou, Muzhou Li, Mohsen Imani, Tajana Rosing:
HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing. DATE 2021: 330-335 - [c224]Behnam Khaleghi, Hanyang Xu
tiny-HD: Ultra-Efficient Hyperdimensional Computing Engine for IoT Applications. DATE 2021: 408-413 - [c223]Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani:
TruLook: A Framework for Configurable GPU Approximation. DATE 2021: 487-490 - [c222]Justin Morris
HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing. DATE 2021: 723-728 - [c221]Sahand Salamat, Jaeyoung Kang
FPGA Acceleration of Protein Back-Translation and Alignment. DATE 2021: 822-827 - [c220]Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing:
NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD. FPGA 2021: 262-272 - [c219]Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing:
Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures. HPCA 2021: 221-234 - [c218]Yeseong Kim, Mohsen Imani, Saransh Gupta, Minxuan Zhou, Tajana Simunic Rosing:
Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture. ICCAD 2021: 1-9 - [c217]Justin Morris
AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing. ICCD 2021: 93-100 - [c216]Yilun Hao, Saransh Gupta, Justin Morris
Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing. ICCD 2021: 321-325 - [c215]Onat Güngör
OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM 2021: 1-8 - [c214]Onat Güngör
CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS 2021: 1-4 - [c213]Onat Güngör
ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data. IEEE SENSORS 2021: 1-4 - [c212]Jason Ma, Michael H. Ostertag, Dinesh Bharadia, Tajana Rosing:
Frequency-aware Trajectory and Power Control for Multi-UAV Systems. INFOCOM Workshops 2021: 1-6 - [c211]Xiao Liu, Minxuan Zhou, Rachata Ausavarungnirun, Sean Eilert, Ameen Akel, Tajana Rosing, Vijaykrishnan Narayanan
FPRA: A Fine-grained Parallel RRAM Architecture. ISLPED 2021: 1-6 - [c210]Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris
MACcelerator: Approximate Arithmetic Unit for Computational Acceleration. ISQED 2021: 444-449 - [c209]Kazim Ergun, Raid Ayoub, Pietro Mercati
Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing. MECO 2021: 1-4 - [c208]Stephen Xia
A Drone-based System for Intelligent and Autonomous Homes. SenSys 2021: 349-350 - 2020
- [j52]Mohsen Imani
Efficient Associative Search in Brain-Inspired Hyperdimensional Computing. IEEE Des. Test 37(1): 28-35 (2020) - [j51]Sahand Salamat
Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse. IEEE Trans. Computers 69(8): 1159-1171 (2020) - [j50]Daniel Peroni
Runtime Efficiency-Accuracy Tradeoff Using Configurable Floating Point Multiplier. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(2): 346-358 (2020) - [j49]Mohsen Imani
QuantHD: A Quantization Framework for Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2268-2278 (2020) - [j48]Mohsen Imani
SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2422-2433 (2020) - [j47]Xiaofan Yu
Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3918-3930 (2020) - [j46]Daniel Peroni
Data Reuse for Accelerated Approximate Warps. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4623-4634 (2020) - [j45]Baris Aksanli
Human Behavior Aware Energy Management in Residential Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. 8(1): 45-57 (2020) - [c207]Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing:
AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning. AAAI 2020: 4060-4066 - [c206]Xiaofan Yu, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing:
Reliability-Driven Deployment in Energy-Harvesting Sensor Networks. CNSM 2020: 1-9 - [c205]Behnam Khaleghi, Mohsen Imani, Tajana Rosing:
Prive-HD: Privacy-Preserved Hyperdimensional Computing. DAC 2020: 1-6 - [c204]Hamid Nejatollahi, Saransh Gupta, Mohsen Imani, Tajana Simunic Rosing, Rosario Cammarota, Nikil D. Dutt
CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware. DAC 2020: 1-6 - [c203]Yeseong Kim, Mohsen Imani, Niema Moshiri
GenieHD: Efficient DNA Pattern Matching Accelerator Using Hyperdimensional Computing. DATE 2020: 115-120 - [c202]Michael H. Ostertag, Sara A. Al-Doweesh
Efficient Training on Edge Devices Using Online Quantization. DATE 2020: 1011-1014 - [c201]Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing:
SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing. DATE 2020: 1598-1601 - [c200]Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati
Simulating Reliability of IoT Networks with RelIoT. DSN (Supplements) 2020: 25-28 - [c199]Yunhui Guo, Noel Codella, Leonid Karlinsky, James V. Codella, John R. Smith, Kate Saenko
A Broader Study of Cross-Domain Few-Shot Learning. ECCV (27) 2020: 124-141 - [c198]Fatemeh Asgarinejad, Anthony Thomas, Tajana Rosing:
Detection of Epileptic Seizures from Surface EEG Using Hyperdimensional Computing. EMBC 2020: 536-540 - [c197]Mohsen Imani, Mohammad Samragh Razlighi, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar
Deep Learning Acceleration with Neuron-to-Memory Transformation. HPCA 2020: 1-14 - [c196]Saransh Gupta, Justin Morris
THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy. ICCAD 2020: 27:1-27:9 - [c195]Behnam Khaleghi, Sahand Salamat, Tajana Simunic Rosing:
Revisiting FPGA Routing under Varying Operating Conditions. FPT 2020: 94-102 - [c194]Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati
RelIoT: Reliability Simulator for IoT Networks. ICIOT 2020: 63-81 - [c193]Onat Güngör
RESPIRE: Robust Sensor Placement Optimization in Probabilistic Environments. IEEE SENSORS 2020: 1-4 - [c192]Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing:
SHEARer: highly-efficient hyperdimensional computing by software-hardware enabled multifold approximation. ISLPED 2020: 241-246 - [c191]Saransh Gupta, Mohsen Imani, Hengyu Zhao, Fan Wu, Jishen Zhao, Tajana Simunic Rosing:
Implementing binary neural networks in memory with approximate accumulation. ISLPED 2020: 247-252 - [c190]Mohsen Imani, Saikishan Pampana, Saransh Gupta, Minxuan Zhou, Yeseong Kim, Tajana Rosing:
DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory. MICRO 2020: 356-371 - [c189]Yunhui Guo, Xiaofan Yu, Kamalika Chaudhuri, Tajana Rosing:
Efficient Distributed Training in Heterogeneous Mobile Networks with Active Sampling. MSN 2020: 174-181 - [c188]Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing:
Improved Schemes for Episodic Memory-based Lifelong Learning. NeurIPS 2020 - [c187]Onat Güngör
LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction. SmartGridComm 2020: 1-6 - [c186]Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing:
Deep Learning Acceleration using Digital-Based Processing In-Memory. SoCC 2020: 123-128 - [c185]Justin Morris
Multi-label HD Classification in 3D Flash. VLSI-SOC 2020: 10-15 - [i16]Sahand Salamat, Tajana Rosing:
FPGA Acceleration of Sequence Alignment: A Survey. CoRR abs/2002.02394 (2020) - [i15]Behnam Khaleghi, Mohsen Imani, Tajana Rosing:
Prive-HD: Privacy-Preserved Hyperdimensional Computing. CoRR abs/2005.06716 (2020) - [i14]Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing:
SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation. CoRR abs/2007.10330 (2020) - [i13]Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler
Trustworthy AI Inference Systems: An Industry Research View. CoRR abs/2008.04449 (2020) - [i12]Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing:
Theoretical Foundations of Hyperdimensional Computing. CoRR abs/2010.07426 (2020) - [i11]Hamid Nejatollahi, Saransh Gupta, Mohsen Imani, Tajana Simunic Rosing, Rosario Cammarota, Nikil D. Dutt:
CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware. IACR Cryptol. ePrint Arch. 2020: 276 (2020)
2010 – 2019
- 2019
- [j44]An Chen, Supriyo Datta, Xiaobo Sharon Hu
A Survey on Architecture Advances Enabled by Emerging Beyond-CMOS Technologies. IEEE Des. Test 36(3): 46-68 (2019) - [j43]Mohsen Imani
Hardware-Software Co-design to Accelerate Neural Network Applications. ACM J. Emerg. Technol. Comput. Syst. 15(2): 21:1-21:18 (2019) - [j42]Yeseong Kim, Mohsen Imani, Tajana Simunic Rosing:
Image Recognition Accelerator Design Using In-Memory Processing. IEEE Micro 39(1): 17-23 (2019) - [j41]Saransh Gupta
NNPIM: A Processing In-Memory Architecture for Neural Network Acceleration. IEEE Trans. Computers 68(9): 1325-1337 (2019) - [j40]Mohsen Imani
NVQuery: Efficient Query Processing in Nonvolatile Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(4): 628-639 (2019) - [j39]Christine S. Chan, Alper Sinan Akyürek, Baris Aksanli
Optimal Performance-Aware Cooling on Enterprise Servers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(9): 1689-1702 (2019) - [j38]Mohsen Imani
Resistive CAM Acceleration for Tunable Approximate Computing. IEEE Trans. Emerg. Top. Comput. 7(2): 271-280 (2019) - [c184]Mohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar
A Framework for Collaborative Learning in Secure High-Dimensional Space. CLOUD 2019: 435-446 - [c183]Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing:
Depthwise Convolution Is All You Need for Learning Multiple Visual Domains. AAAI 2019: 8368-8375 - [c182]Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing:
Robust Velocity Control for Minimum Steady State Uncertainty in Persistent Monitoring Applications. ACC 2019: 2501-2508 - [c181]Mohsen Imani, Sahand Salamat, Saransh Gupta
FACH: FPGA-based acceleration of hyperdimensional computing by reducing computational complexity. ASP-DAC 2019: 493-498 - [c180]Minxuan Zhou, Mohsen Imani, Saransh Gupta
GRAM: graph processing in a ReRAM-based computational memory. ASP-DAC 2019: 591-596 - [c179]Daniel Peroni, Mohsen Imani, Tajana Rosing:
ALook: adaptive lookup for GPGPU acceleration. ASP-DAC 2019: 739-746 - [c178]Mohsen Imani, Justin Morris
AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing. BioCAS 2019: 1-4 - [c177]Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogério Schmidt Feris:
SpotTune: Transfer Learning Through Adaptive Fine-Tuning. CVPR 2019: 4805-4814 - [c176]Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt
ARGA: Approximate Reuse for GPGPU Acceleration. DAC 2019: 8 - [c175]Mohsen Imani, Justin Morris
BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing. DAC 2019: 52 - [c174]Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli
ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control. DAC 2019: 159 - [c173]Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing:
Thermal-Aware Design and Management for Search-based In-Memory Acceleration. DAC 2019: 174 - [c172]Mohsen Imani, John Messerly, Fan Wu, Wang Pi, Tajana Rosing:
A Binary Learning Framework for Hyperdimensional Computing. DATE 2019: 126-131 - [c171]Behnam Khaleghi, Tajana Simunic Rosing:
Thermal-Aware Design and Flow for FPGA Performance Improvement. DATE 2019: 342-347 - [c170]Mohsen Imani, Ricardo Garcia, Andrew Huang, Tajana Rosing:
CADE: Configurable Approximate Divider for Energy Efficiency. DATE 2019: 586-589 - [c169]Yeseong Kim, Ankit More, Emily Shriver, Tajana Rosing:
Application Performance Prediction and Optimization Under Cache Allocation Technology. DATE 2019: 1285-1288 - [c168]Mohsen Imani, Yeseong Kim, Thomas Worley, Saransh Gupta, Tajana Rosing:
HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing. DATE 2019: 1591-1594 - [c167]Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar
SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing. FCCM 2019: 190-198 - [c166]Sahand Salamat, Mohsen Imani, Behnam Khaleghi, Tajana Rosing:
F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing. FPGA 2019: 53-62 - [c165]Saransh Gupta, Mohsen Imani, Tajana Rosing:
Exploring Processing In-Memory for Different Technologies. ACM Great Lakes Symposium on VLSI 2019: 201-206 - [c164]Joonseop Sim, Saransh Gupta, Mohsen Imani, Yeseong Kim, Tajana Rosing:
UPIM: Unipolar Switching Logic for High Density Processing-in-Memory Applications. ACM Great Lakes Symposium on VLSI 2019: 255-258 - [c163]Mohsen Imani, Saransh Gupta, Yeseong Kim, Minxuan Zhou, Tajana Rosing:
DigitalPIM: Digital-based Processing In-Memory for Big Data Acceleration. ACM Great Lakes Symposium on VLSI 2019: 429-434 - [c162]Mohsen Imani, Samuel Bosch
SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing. ICCAD 2019: 1-8 - [c161]Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing:
Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms. ICCAD 2019: 1-8 - [c160]Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing:
FPGA Energy Efficiency by Leveraging Thermal Margin. ICCD 2019: 376-384 - [c159]Kazim Ergun, Raid Ayoub, Pietro Mercati
Dynamic Optimization of Battery Health in IoT Networks. ICCD 2019: 648-655 - [c158]Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli
Hierarchical and Distributed Machine Learning Inference Beyond the Edge. ICNSC 2019: 18-23 - [c157]Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing:
FloatPIM: in-memory acceleration of deep neural network training with high precision. ISCA 2019: 802-815 - [c156]Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, Tajana Rosing:
RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment. ISLPED 2019: 1-6 - [c155]Xiao Liu, Mingxuan Zhou, Tajana Simunic Rosing, Jishen Zhao:
HR3AM: A Heat Resilient Design for RRAM-based Neuromorphic Computing. ISLPED 2019: 1-6 - [c154]Justin Morris
CompHD: Efficient Hyperdimensional Computing Using Model Compression. ISLPED 2019: 1-6 - [c153]Joonseop Sim, Minsu Kim, Yeseong Kim, Saransh Gupta, Behnam Khaleghi, Tajana Rosing:
MAPIM: Mat Parallelism for High Performance Processing in Non-volatile Memory Architecture. ISQED 2019: 145-150 - [c152]Mohsen Imani, Saransh Gupta, Tajana Rosing:
Digital-based processing in-memory: a highly-parallel accelerator for data intensive applications. MEMSYS 2019: 38-40 - [c151]Rishikanth Chandrasekaran, Yunhui Guo, Anthony Thomas, Massimiliano Menarini, Michael H. Ostertag, Yeseong Kim, Tajana Rosing:
Efficient Sparse Processing in Smart Home Applications. SenSys-ML 2019: 19-24 - [p2]Mohsen Imani, Tajana Simunic Rosing:
Approximate CPU and GPU Design Using Emerging Memory Technologies. Approximate Circuits 2019: 383-398 - [i10]Yunhui Guo, Yandong Li, Rogério Schmidt Feris, Liqiang Wang, Tajana Rosing:
Depthwise Convolution is All You Need for Learning Multiple Visual Domains. CoRR abs/1902.00927 (2019) - [i9]Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing:
Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms. CoRR abs/1908.06519 (2019) - [i8]Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing:
Learning with Long-term Remembering: Following the Lead of Mixed Stochastic Gradient. CoRR abs/1909.11763 (2019) - [i7]Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing:
FPGA Energy Efficiency by Leveraging Thermal Margin. CoRR abs/1911.07187 (2019) - [i6]Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing:
AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning. CoRR abs/1911.09659 (2019) - [i5]Samuel Bosch
QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning. CoRR abs/1911.12446 (2019) - [i4]Yunhui Guo, Noel C. F. Codella, Leonid Karlinsky, John R. Smith, Tajana Rosing, Rogério Schmidt Feris:
A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning. CoRR abs/1912.07200 (2019) - 2018
- [j37]Mohsen Imani
Nvalt: Nonvolatile Approximate Lookup Table for GPU Acceleration. IEEE Embed. Syst. Lett. 10(1): 14-17 (2018) - [j36]Jagannathan Venkatesh, Baris Aksanli
Modular and Personalized Smart Health Application Design in a Smart City Environment. IEEE Internet Things J. 5(2): 614-623 (2018) - [j35]Mohsen Imani
Approximate Computing Using Multiple-Access Single-Charge Associative Memory. IEEE Trans. Emerg. Top. Comput. 6(3): 305-316 (2018) - [j34]Jinseok Yang
Design of Transmission Manager in Heterogeneous WSNs. IEEE Trans. Emerg. Top. Comput. 6(3): 395-408 (2018) - [j33]Alper Sinan Akyurek
Optimal Packet Aggregation Scheduling in Wireless Networks. IEEE Trans. Mob. Comput. 17(12): 2835-2852 (2018) - [j32]Mohsen Imani
Multi-Stage Tunable Approximate Search in Resistive Associative Memory. IEEE Trans. Multi Scale Comput. Syst. 4(1): 17-29 (2018) - [j31]Said Hamdioui
Guest Editorial Memristive-Device-Based Computing. IEEE Trans. Very Large Scale Integr. Syst. 26(12): 2581-2583 (2018) - [c150]Mohsen Imani, Max Masich, Daniel Peroni, Pushen Wang, Tajana Rosing:
CANNA: Neural network acceleration using configurable approximation on GPGPU. ASP-DAC 2018: 682-689 - [c149]Mohsen Imani, Tarek Nassar, Abbas Rahimi
HDNA: Energy-efficient DNA sequencing using hyperdimensional computing. BHI 2018: 271-274 - [c148]Mohsen Imani, Chenyu Huang, Deqian Kong, Tajana Rosing:
Hierarchical hyperdimensional computing for energy efficient classification. DAC 2018: 108:1-108:6 - [c147]Mohsen Imani, Saransh Gupta
GenPIM: Generalized processing in-memory to accelerate data intensive applications. DATE 2018: 1155-1158 - [c146]Saransh Gupta
FELIX: fast and energy-efficient logic in memory. ICCAD 2018: 55 - [c145]Sahand Salamat, Mohsen Imani, Saransh Gupta
RNSnet: In-Memory Neural Network Acceleration Using Residue Number System. ICRC 2018: 1-12 - [c144]Yeseong Kim, Mohsen Imani, Tajana Simunic Rosing:
Efficient human activity recognition using hyperdimensional computing. IOT 2018: 38:1-38:6 - [c143]Mohsen Imani, Ricardo Garcia, Saransh Gupta
RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing. ISLPED 2018: 12:1-12:6 - [c142]Minxuan Zhou, Mohsen Imani, Saransh Gupta
GAS: A Heterogeneous Memory Architecture for Graph Processing. ISLPED 2018: 27:1-27:6 - [c141]Mohsen Imani, Daniel Peroni, Tajana Rosing:
Program acceleration using nearest distance associative search. ISQED 2018: 43-48 - [c140]Joonseop Sim, Mohsen Imani, Woojin Choi, Yeseong Kim, Tajana Rosing:
LUPIS: Latch-up based ultra efficient processing in-memory system. ISQED 2018: 55-60 - [c139]Mohsen Imani, Pushen Wang, Tajana Rosing:
Deep neural network acceleration framework under hardware uncertainty. ISQED 2018: 389-394 - [i3]Mohsen Imani, Mohammad Samragh, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing:
RAPIDNN: In-Memory Deep Neural Network Acceleration Framework. CoRR abs/1806.05794 (2018) - [i2]Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogério Schmidt Feris:
SpotTune: Transfer Learning through Adaptive Fine-tuning. CoRR abs/1811.08737 (2018) - 2017
- [j30]Mohsen Imani
Low-Power Sparse Hyperdimensional Encoder for Language Recognition. IEEE Des. Test 34(6): 94-101 (2017) - [j29]Jagannathan Venkatesh, Baris Aksanli
Scalable-Application Design for the IoT. IEEE Softw. 34(1): 62-70 (2017) - [j28]Pietro Mercati
WARM: Workload-Aware Reliability Management in Linux/Android. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(9): 1557-1570 (2017) - [c138]Mohsen Imani, Yeseong Kim, Tajana Rosing:
MPIM: Multi-purpose in-memory processing using configurable resistive memory. ASP-DAC 2017: 757-763 - [c137]Wanlin Cui, Yeseong Kim, Tajana Simunic Rosing:
Cross-platform machine learning characterization for task allocation in IoT ecosystems. CCWC 2017: 1-7 - [c136]Pietro Mercati
Multi-variable Dynamic Power Management for the GPU Subsystem. DAC 2017: 2:1-2:6 - [c135]Mohsen Imani, Saransh Gupta
Ultra-Efficient Processing In-Memory for Data Intensive Applications. DAC 2017: 6:1-6:6 - [c134]Mohsen Imani, Daniel Peroni, Tajana Rosing:
CFPU: Configurable Floating Point Multiplier for Energy-Efficient Computing. DAC 2017: 76:1-76:6 - [c133]Mohsen Imani, Daniel Peroni, Yeseong Kim, Abbas Rahimi
Efficient neural network acceleration on GPGPU using content addressable memory. DATE 2017: 1026-1031 - [c132]Mohammad Samragh Razlighi, Mohsen Imani, Farinaz Koushanfar
LookNN: Neural network with no multiplication. DATE 2017: 1775-1780 - [c131]Mohsen Imani, Abbas Rahimi
Exploring Hyperdimensional Associative Memory. HPCA 2017: 445-456 - [c130]Yeseong Kim, Mohsen Imani, Tajana Rosing:
ORCHARD: Visual object recognition accelerator based on approximate in-memory processing. ICCAD 2017: 25-32 - [c129]Yeseong Kim, Pietro Mercati
P4: Phase-based power/performance prediction of heterogeneous systems via neural networks. ICCAD 2017: 683-690 - [c128]Mohsen Imani, Yeseong Kim, Tajana Rosing:
NNgine: Ultra-Efficient Nearest Neighbor Accelerator Based on In-Memory Computing. ICRC 2017: 1-8 - [c127]Mohsen Imani, Deqian Kong, Abbas Rahimi, Tajana Rosing:
VoiceHD: Hyperdimensional Computing for Efficient Speech Recognition. ICRC 2017: 1-8 - [c126]Mohsen Imani, Saransh Gupta
Efficient query processing in crossbar memory. ISLPED 2017: 1-6 - [c125]Mohsen Imani, Tajana Rosing:
CAP: Configurable resistive associative processor for near-data computing. ISQED 2017: 346-352 - [c124]Baris Aksanli
Context-aware and user-centric residential energy management. PerCom Workshops 2017: 455-460 - [c123]Nima Mousavi, Baris Aksanli
Accuracy-resource tradeoff for edge devices in Internet of Things. PerCom Workshops 2017: 581-586 - [c122]Joonseop Sim, Mohsen Imani, Yeseong Kim, Tajana Rosing:
Enabling efficient system design using vertical nanowire transistor current mode logic. VLSI-SoC 2017: 1-6 - 2016
- [c121]Mohsen Imani, Shruti Patil, Tajana Simunic Rosing:
MASC: Ultra-low energy multiple-access single-charge TCAM for approximate computing. DATE 2016: 373-378 - [c120]Mohsen Imani, Abbas Rahimi, Tajana Simunic Rosing:
Resistive configurable associative memory for approximate computing. DATE 2016: 1327-1332 - [c119]Alper Sinan Akyurek, Tajana Simunic Rosing:
Optimal in-network packet aggregation policy for maximum information freshness. EuCNC 2016: 89-93 - [c118]Mohsen Imani, Shruti Patil, Tajana Simunic Rosing:
DCC: Double Capacity Cache Architecture for Narrow-Width Values. ACM Great Lakes Symposium on VLSI 2016: 113-116 - [c117]Pietro Mercati
VarDroid: Online Variability Emulation in Android/Linux Platforms. ACM Great Lakes Symposium on VLSI 2016: 269-274 - [c116]Jagannathan Venkatesh, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing:
A Modular Approach to Context-Aware IoT Applications. IoTDI 2016: 235-240 - [c115]Mohsen Imani, Yeseong Kim, Abbas Rahimi
ACAM: Approximate Computing Based on Adaptive Associative Memory with Online Learning. ISLPED 2016: 162-167 - [c114]Mohsen Imani, Shruti Patil, Tajana Simunic Rosing:
Low power data-aware STT-RAM based hybrid cache architecture. ISQED 2016: 88-94 - [c113]Mohsen Imani, Pietro Mercati
ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing. ISQED 2016: 101-106 - [c112]Mohsen Imani, Yan Cheng, Tajana Rosing:
Processing Acceleration with Resistive Memory-based Computation. MEMSYS 2016: 208-210 - [c111]Mohsen Imani, Abbas Rahimi
A low-power hybrid magnetic cache architecture exploiting narrow-width values. NVMSA 2016: 1-6 - [c110]Jinseok Yang, Sameer Tilak, Tajana Simunic Rosing:
An Interactive Context-aware Power Management Technique for Optimizing Sensor Network Lifetime. SENSORNETS 2016: 69-76 - [c109]Akanksha Maurya, Alper Sinan Akyurek, Baris Aksanli
Time-series clustering for data analysis in Smart Grid. SmartGridComm 2016: 606-611 - [p1]Baris Aksanli
Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks. Computational Sustainability 2016: 47-74 - 2015
- [j27]Pietro Mercati
BLAST: Battery Lifetime-constrained Adaptation with Selected Target in Mobile Devices. EAI Endorsed Trans. Energy Web 2(5): e2 (2015) - [j26]Lucas Francisco Wanner
NSF expedition on variability-aware software: Recent results and contributions. it Inf. Technol. 57(3): 181-198 (2015) - [c108]Henrique Rodrigues, Richard D. Strong, Alper Sinan Akyurek, Tajana Simunic Rosing:
Dynamic Optical Switching for Latency Sensitive Applications. ANCS 2015: 75-86 - [c107]Shruti Patil, Yu Chen, Tajana Simunic Rosing:
GazeTube: Gaze-Based Adaptive Video Playback for Bandwidth and Power Optimizations. GLOBECOM 2015: 1-6 - [c106]Jinseok Yang, Sameer Tilak, Tajana Simunic Rosing:
Transmission Manager in Heterogeneous WSNs. GLOBECOM 2015: 1-6 - [c105]Baris Aksanli
Minimizing the effects of data centers on microgrid stability. IGSC 2015: 1-9 - [c104]Alper Sinan Akyurek, Baris Aksanli
S2Sim: Smart Grid Swarm Simulator. IGSC 2015: 1-6 - [c103]Henrique Rodrigues, Richard D. Strong, Tajana Rosing:
Accurate emulation of fast optical circuit switches. ICC 2015: 5030-5035 - [c102]Yeseong Kim, Francesco Paterna, Sameer Tilak, Tajana Simunic Rosing:
Smartphone Analysis and Optimization based on User Activity Recognition. ICCAD 2015: 605-612 - [c101]Yeseong Kim, Mohsen Imani, Shruti Patil, Tajana Simunic Rosing:
CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices. ICCAD 2015: 690-696 - [c100]Francesco Paterna, Tajana Simunic Rosing:
Modeling and Mitigation of Extra-SoC Thermal Coupling Effects and Heat Transfer Variations in Mobile Devices. ICCAD 2015: 831-838 - [c99]Shruti Patil, Yeseong Kim, Kunal Korgaonkar, Ibrahim Awwal, Tajana Simunic Rosing:
Characterization of User's Behavior Variations for Design of Replayable Mobile Workloads. MobiCASE 2015: 51-70 - [c98]Mohsen Imani, Shruti Patil, Tajana Simunic Rosing:
Hierarchical design of robust and low data dependent FinFET based SRAM array. NANOARCH 2015: 63-68 - 2014
- [j25]Edward A. Lee, Björn Hartmann, John Kubiatowicz, Tajana Simunic Rosing, John Wawrzynek, David Wessel, Jan M. Rabaey, Kris Pister, Alberto L. Sangiovanni-Vincentelli
The Swarm at the Edge of the Cloud. IEEE Des. Test 31(3): 8-20 (2014) - [c97]Baris Aksanli
Providing regulation services and managing data center peak power budgets. DATE 2014: 1-4 - [c96]Pietro Mercati, Andrea Bartolini
A Linux-governor based Dynamic Reliability Manager for android mobile devices. DATE 2014: 1-4 - [c95]Francesco Paterna, Joe Zanotelli, Tajana Simunic Rosing:
Ambient variation-tolerant and inter components aware thermal management for mobile system on chips. DATE 2014: 1-6 - [c94]Pietro Mercati
An On-line Reliability Emulation Framework. EUC 2014: 334-339 - [c93]Henrique Rodrigues, Inder Monga
Traffic Optimization in Multi-layered WANs Using SDN. Hot Interconnects 2014: 71-78 - [c92]Pietro Mercati
Dynamic variability management in mobile multicore processors under lifetime constraints. ICCD 2014: 448-455 - [c91]Filippo Seracini, Xiang Zhang, Tajana Rosing, Ingolf Krüger:
A Proactive Customer-Aware Resource Allocation Approach for Data Centers. ISPA 2014: 26-33 - [c90]Jinseok Yang, Tajana Simunic Rosing, Sameer S. Tilak:
Leveraging application context for efficient sensing. ISSNIP 2014: 1-6 - [c89]Pietro Mercati
User-centric joint power and thermal management for smartphones. MobiCASE 2014: 98-105 - [c88]Baris Aksanli
Distributed control of a swarm of buildings connected to a smart grid: demo abstract. BuildSys 2014: 172-173 - [c87]Bengu Ozge Akyurek, Alper Sinan Akyurek, Jan Kleissl, Tajana Simunic Rosing:
TESLA: Taylor expanded solar analog forecasting. SmartGridComm 2014: 127-132 - 2013
- [j24]Priti Aghera, Jinseok Yang, Piero Zappi, Dilip Krishnaswamy, Ayse K. Coskun, Tajana Simunic Rosing:
Energy Management in Wireless Mobile Systems Using Dynamic Task Assignment. J. Low Power Electron. 9(2): 198-217 (2013) - [j23]Christine S. Chan, Boxiang Pan, Kenny C. Gross, Kalyan Vaidyanathan, Tajana Simunic Rosing:
Correcting vibration-induced performance degradation in enterprise servers. SIGMETRICS Perform. Evaluation Rev. 41(3): 83-88 (2013) - [j22]Puneet Gupta
Underdesigned and Opportunistic Computing in Presence of Hardware Variability. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(1): 8-23 (2013) - [j21]Shervin Sharifi, Dilip Krishnaswamy, Tajana Simunic Rosing:
PROMETHEUS: A Proactive Method for Thermal Management of Heterogeneous MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(7): 1110-1123 (2013) - [j20]Andrew B. Kahng, Seokhyeong Kang, Tajana Simunic Rosing, Richard D. Strong:
Many-Core Token-Based Adaptive Power Gating. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(8): 1288-1292 (2013) - [j19]Raid Ayoub, Rajib Nath, Tajana Simunic Rosing:
CoMETC: Coordinated management of energy/thermal/cooling in servers. ACM Trans. Design Autom. Electr. Syst. 19(1): 1:1-1:28 (2013) - [c86]Andrew B. Kahng, Siddhartha Nath, Tajana Rosing:
On potential design impacts of electromigration awareness. ASP-DAC 2013: 527-532 - [c85]Pietro Mercati
Workload and user experience-aware dynamic reliability management in multicore processors. DAC 2013: 2:1-2:6 - [c84]Rajib Nath, Raid Zuhair Ayoub, Tajana Simunic Rosing:
Temperature aware thread block scheduling in GPGPUs. DAC 2013: 177:1-177:6 - [c83]Jinseok Yang, Sameer S. Tilak, Tajana Simunic Rosing:
A novel protocol for adaptive broadcasting of sensor data in urban scenarios. GLOBECOM 2013: 1-6 - [c82]Baris Aksanli
Distributed battery control for peak power shaving in datacenters. IGCC 2013: 1-8 - [c81]Jagannathan Venkatesh, Baris Aksanli
HomeSim: Comprehensive, smart, residential electrical energy simulation and scheduling. IGCC 2013: 1-8 - [c80]Massimiliano Menarini, Filippo Seracini, Xiang Zhang, Tajana Rosing, Ingolf Krüger:
Green web services: Improving energy efficiency in data centers via workload predictions. GREENS 2013: 8-15 - [c79]Liuyi Eric Zhang, Gaurav Dhiman, Tajana Simunic Rosing:
vGreenNet: Managing Server and Networking Resources of Co-Located Heterogeneous VMs. IPDPS Workshops 2013: 984-991 - [c78]Jagannathan Venkatesh, Baris Aksanli
Residential energy simulation and scheduling: A case study approach. ISCC 2013: 161-166 - [c77]Baris Aksanli
A comprehensive approach to reduce the energy cost of network of datacenters. ISCC 2013: 275-280 - [c76]Rajib Nath, Douglas M. Carmean, Tajana Simunic Rosing:
Power modeling and thermal management techniques for manycores. ISCC 2013: 740-746 - [c75]Baris Aksanli
Architecting Efficient Peak Power Shaving Using Batteries in Data Centers. MASCOTS 2013: 242-253 - [c74]Bojan Milosevic, Jinseok Yang, Nakul Verma, Sameer S. Tilak, Piero Zappi, Elisabetta Farella
Efficient energy management and data recovery in sensor networks using latent variables based tensor factorization. MSWiM 2013: 247-254 - [c73]George Porter, Richard D. Strong, Nathan Farrington, Alex Forencich, Pang-Chen Sun, Tajana Rosing, Yeshaiahu Fainman, George Papen, Amin Vahdat:
Integrating microsecond circuit switching into the data center. SIGCOMM 2013: 447-458 - [c72]Baris Aksanli
Optimal battery configuration in a residential home with time-of-use pricing. SmartGridComm 2013: 157-162 - [c71]Alper Sinan Akyurek, Bill Torre, Tajana Simunic Rosing:
ECO-DAC Energy Control over Divide and Control. SmartGridComm 2013: 666-671 - 2012
- [j18]Baris Aksanli
Using Datacenter Simulation to Evaluate Green Energy Integration. Computer 45(9): 56-64 (2012) - [c70]Baris Aksanli
Benefits of green energy and proportionality in high speed wide area networks connecting data centers. DATE 2012: 175-180 - [c69]Shervin Sharifi, Raid Zuhair Ayoub, Tajana Simunic Rosing:
TempoMP: Integrated prediction and management of temperature in heterogeneous MPSoCs. DATE 2012: 593-598 - [c68]Kwangok Jeong, Andrew B. Kahng, Seokhyeong Kang, Tajana Simunic Rosing, Richard D. Strong:
MAPG: Memory access power gating. DATE 2012: 1054-1059 - [c67]Gaurav Dhiman, Vasileios Kontorinis, Raid Zuhair Ayoub, Liuyi Eric Zhang, Chris Sadler, Dean M. Tullsen
Themis: Energy Efficient Management of Workloads in Virtualized Data Centers. Euro-Par Workshops 2012: 557-566 - [c66]Raid Zuhair Ayoub, Rajib Nath, Tajana Rosing:
JETC: Joint energy thermal and cooling management for memory and CPU subsystems in servers. HPCA 2012: 299-310 - [c65]Nima Nikzad, Jinseok Yang, Piero Zappi, Tajana Simunic Rosing, Dilip Krishnaswamy:
Model-driven adaptive wireless sensing for environmental healthcare feedback systems. ICC 2012: 3439-3444 - [c64]Vasileios Kontorinis, Liuyi Eric Zhang, Baris Aksanli
Managing distributed UPS energy for effective power capping in data centers. ISCA 2012: 488-499 - [c63]Andrew B. Kahng, Seokhyeong Kang, Tajana Rosing, Richard D. Strong:
TAP: token-based adaptive power gating. ISLPED 2012: 203-208 - [c62]Christine S. Chan, Yanqin Jin, Yen-Kuan Wu, Kenny C. Gross, Kalyan Vaidyanathan, Tajana Simunic Rosing:
Fan-speed-aware scheduling of data intensive jobs. ISLPED 2012: 409-414 - [c61]Mohammad Moghimi, Jagannathan Venkatesh, Piero Zappi, Tajana Rosing:
Context-Aware Mobile Power Management Using Fuzzy Inference as a Service. MobiCASE 2012: 314-327 - [c60]Nima Nikzad, Nakul Verma, Celal Ziftci, Elizabeth S. Bales, Nichole Quick, Piero Zappi, Kevin Patrick, Sanjoy Dasgupta, Ingolf Krueger, Tajana Simunic Rosing, William G. Griswold
CitiSense: improving geospatial environmental assessment of air quality using a wireless personal exposure monitoring system. Wireless Health 2012: 11:1-11:8 - 2011
- [j17]Edoardo Regini, Daeseob Lim, Tajana Simunic Rosing:
Resource Management in Heterogeneous Wireless Sensor Networks. J. Low Power Electron. 7(2): 123-140 (2011) - [j16]Baris Aksanli
Utilizing green energy prediction to schedule mixed batch and service jobs in data centers. ACM SIGOPS Oper. Syst. Rev. 45(3): 53-57 (2011) - [j15]Raid Zuhair Ayoub, Krishnam Raju Indukuri, Tajana Simunic Rosing:
Temperature Aware Dynamic Workload Scheduling in Multisocket CPU Servers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30(9): 1359-1372 (2011) - [j14]Mohamed M. Sabry, Ayse K. Coskun, David Atienza, Tajana Simunic Rosing, Thomas Brunschwiler:
Energy-Efficient Multiobjective Thermal Control for Liquid-Cooled 3-D Stacked Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 30(12): 1883-1896 (2011) - [c59]Tajana Rosing:
Energy efficient computing in large scale systems. CICC 2011: 1 - [c58]Shervin Sharifi, Yen-Kuan Wu, Tajana Simunic Rosing:
Temperature-Aware Scheduling for Embedded Heterogeneous MPSoCs with Special Purpose IP Cores. ICCCN 2011: 1-6 - [c57]Yen-Kuan Wu, Shervin Sharifi, Tajana Simunic Rosing:
Distributed thermal management for embedded heterogeneous MPSoCs with dedicated hardware accelerators. ICCD 2011: 183-189 - [c56]Denis Dondi, Piero Zappi, Tajana Simunic Rosing:
A scheduling algorithm for consistent monitoring results with solar powered high-performance wireless embedded systems. ISLPED 2011: 259-264 - [c55]Raid Zuhair Ayoub, Ümit Y. Ogras, Eugene Gorbatov, Yanqin Jin, Timothy Kam, Paul Diefenbaugh, Tajana Rosing:
OS-level power minimization under tight performance constraints in general purpose systems. ISLPED 2011: 321-326 - [c54]Baris Aksanli
Utilizing green energy prediction to schedule mixed batch and service jobs in data centers. HotPower@SOSP 2011: 5:1-5:5 - 2010
- [j13]Shervin Sharifi, Tajana Simunic Rosing:
Accurate Direct and Indirect On-Chip Temperature Sensing for Efficient Dynamic Thermal Management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 29(10): 1586-1599 (2010) - [j12]Gaurav Dhiman, Giacomo Marchetti, Tajana Rosing:
vGreen: A System for Energy-Efficient Management of Virtual Machines. ACM Trans. Design Autom. Electr. Syst. 16(1): 6:1-6:27 (2010) - [c53]Shervin Sharifi, Ayse Kivilcim Coskun, Tajana Simunic Rosing:
Hybrid dynamic energy and thermal management in heterogeneous embedded multiprocessor SoCs. ASP-DAC 2010: 873-878 - [c52]Raid Zuhair Ayoub, Tajana Simunic Rosing:
Cool and save: cooling aware dynamic workload scheduling in multi-socket CPU systems. ASP-DAC 2010: 891-896 - [c51]Priti Aghera, Dilip Krishnaswamy, Tajana Rosing:
DynAGreen: hierarchical dynamic energy efficient task assignment for wireless healthcare systems. BODYNETS 2010: 33-36 - [c50]Gaurav Dhiman, Kresimir Mihic, Tajana Rosing:
A system for online power prediction in virtualized environments using Gaussian mixture models. DAC 2010: 807-812 - [c49]Ayse K. Coskun, David Atienza, Tajana Simunic Rosing, Thomas Brunschwiler, Bruno Michel:
Energy-efficient variable-flow liquid cooling in 3D stacked architectures. DATE 2010: 111-116 - [c48]Raid Zuhair Ayoub, Shervin Sharifi, Tajana Simunic Rosing:
GentleCool: Cooling aware proactive workload scheduling in multi-machine systems. DATE 2010: 295-298 - [c47]A. Ravinagarajan, Denis Dondi, Tajana Simunic Rosing:
DVFS based task scheduling in a harvesting WSN for Structural Health Monitoring. DATE 2010: 1518-1523 - [c46]Priti Aghera, Dilip Krishnaswamy, Diana Fang, Ayse K. Coskun, Tajana Rosing:
DynAHeal: Dynamic energy efficient task assignment for wireless healthcare systems. DATE 2010: 1661-1664 - [c45]Shervin Sharifi, Tajana Simunic Rosing:
Package-Aware Scheduling of embedded workloads for temperature and Energy management on heterogeneous MPSoCs. ICCD 2010: 521-527 - [c44]Raid Zuhair Ayoub, Krishnam Raju Indukuri, Tajana Simunic Rosing:
Energy efficient proactive thermal management in memory subsystem. ISLPED 2010: 195-200 - [c43]Gaurav Dhiman, Vasileios Kontorinis, Dean M. Tullsen
Dynamic workload characterization for power efficient scheduling on CMP systems. ISLPED 2010: 437-442
2000 – 2009
- 2009
- [j11]Gaurav Dhiman, Tajana Simunic Rosing:
System-Level Power Management Using Online Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 28(5): 676-689 (2009) - [j10]Ayse Kivilcim Coskun, Tajana Simunic Rosing, Kenny C. Gross:
Utilizing Predictors for Efficient Thermal Management in Multiprocessor SoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 28(10): 1503-1516 (2009) - [c42]Gaurav Dhiman, Raid Zuhair Ayoub, Tajana Rosing:
PDRAM: a hybrid PRAM and DRAM main memory system. DAC 2009: 664-469 - [c41]Ayse K. Coskun, José L. Ayala
Dynamic thermal management in 3D multicore architectures. DATE 2009: 1410-1415 - [c40]Ayse K. Coskun, Andrew B. Kahng, Tajana Simunic Rosing:
Temperature- and Cost-Aware Design of 3D Multiprocessor Architectures. DSD 2009: 183-190 - [c39]Priti Aghera, Tajana Simunic Rosing, Diana Fang, Kevin Patrick:
Poster abstract: Energy management in wireless healthcare systems. IPSN 2009: 363-364 - [c38]Raid Zuhair Ayoub, Tajana Simunic Rosing:
Predict and act: dynamic thermal management for multi-core processors. ISLPED 2009: 99-104 - [c37]Gaurav Dhiman, Giacomo Marchetti, Tajana Rosing:
vGreen: a system for energy efficient computing in virtualized environments. ISLPED 2009: 243-248 - [c36]Ayse K. Coskun, Richard D. Strong, Dean M. Tullsen
Evaluating the impact of job scheduling and power management on processor lifetime for chip multiprocessors. SIGMETRICS/Performance 2009: 169-180 - [c35]Ayse Kivilcim Coskun, José L. Ayala
Thermal Modeling and Management of Liquid-Cooled 3D Stacked Architectures. VLSI-SoC 2009: 34-55 - 2008
- [j9]Ayse K. Coskun, Tajana Simunic Rosing, Keith Whisnant, Kenny C. Gross:
Static and Dynamic Temperature-Aware Scheduling for Multiprocessor SoCs. IEEE Trans. Very Large Scale Integr. Syst. 16(9): 1127-1140 (2008) - [c34]Ayse Kivilcim Coskun, Tajana Simunic Rosing, Keith Whisnant, Kenny C. Gross:
Temperature-aware MPSoC scheduling for reducing hot spots and gradients. ASP-DAC 2008: 49-54 - [c33]Ayse Kivilcim Coskun, Tajana Simunic Rosing, Kenny C. Gross:
Temperature management in multiprocessor SoCs using online learning. DAC 2008: 890-893 - [c32]Shervin Sharifi, Tajana Simunic Rosing:
An analytical model for the upper bound on temperature differences on a chip. ACM Great Lakes Symposium on VLSI 2008: 417-422 - [c31]Ayse Kivilcim Coskun, Tajana Simunic Rosing, Kenny C. Gross:
Proactive temperature balancing for low cost thermal management in MPSoCs. ICCAD 2008: 250-257 - [c30]Ayse Kivilcim Coskun, Tajana Simunic Rosing, Kenny C. Gross:
Proactive temperature management in MPSoCs. ISLPED 2008: 165-170 - [c29]Shervin Sharifi, Chunchen Liu, Tajana Simunic Rosing:
Accurate Temperature Estimation for Efficient Thermal Management. ISQED 2008: 137-142 - 2007
- [j8]Tajana Simunic Rosing, Kresimir Mihic, Giovanni De Micheli:
Power and Reliability Management of SoCs. IEEE Trans. Very Large Scale Integr. Syst. 15(4): 391-403 (2007) - [c28]Ayse Kivilcim Coskun, Tajana Simunic Rosing, Keith Whisnant:
Temperature aware task scheduling in MPSoCs. DATE 2007: 1659-1664 - [c27]D. Musiani, K. Lin, Tajana Simunic Rosing:
Active sensing platform for wireless structural health monitoring. IPSN 2007: 390-399 - [c26]Gaurav Dhiman, Tajana Simunic Rosing:
Dynamic voltage frequency scaling for multi-tasking systems using online learning. ISLPED 2007: 207-212 - [r1]Jihong Kim, Tajana Simunic Rosing:
Power-Aware Resource Management Techniques for Low-Power Embedded Systems. Handbook of Real-Time and Embedded Systems 2007 - [i1]Tajana Simunic:
Power Saving Techniques for Wireless LANs. CoRR abs/0710.4816 (2007) - 2006
- [j7]Ayse Kivilcim Coskun, Tajana Simunic, Kresimir Mihic, Giovanni De Micheli
Analysis and Optimization of MPSoC Reliability. J. Low Power Electron. 2(1): 56-69 (2006) - [c25]Ayse K. Coskun, Tajana Simunic Rosing, Yusuf Leblebici, Giovanni De Micheli:
A simulation methodology for reliability analysis in multi-core SoCs. ACM Great Lakes Symposium on VLSI 2006: 95-99 - [c24]Gaurav Dhiman, Tajana Simunic Rosing:
Dynamic power management using machine learning. ICCAD 2006: 747-754 - [c23]Daeseob Lim, Jaewook Shim, Tajana Simunic Rosing, Tara Javidi
Scheduling Data Delivery in Heterogeneous Wireless Sensor Networks. ISM 2006: 575-583 - 2005
- [j6]Brian Delaney, Tajana Simunic, Nikil Jayant:
Energy-Aware Distributed Speech Recognition for Wireless Mobile Devices. IEEE Des. Test Comput. 22(1): 39-49 (2005) - [j5]Andrea Acquaviva, Tajana Simunic, Vinay Deolalikar, Sumit Roy:
Remote power control of wireless network interfaces. J. Embed. Comput. 1(3): 381-389 (2005) - [c22]Tajana Simunic:
Power Saving Techniques for Wireless LANs. DATE 2005: 96-97 - [c21]Tajana Simunic, Kresimir Mihic, Giovanni De Micheli:
Optimization of Reliability and Power Consumption in Systems on a Chip. PATMOS 2005: 237-246 - 2004
- [j4]Tajana Simunic, Stephen P. Boyd, Peter W. Glynn:
Managing power consumption in networks on chips. IEEE Trans. Very Large Scale Integr. Syst. 12(1): 96-107 (2004) - [c20]Kresimir Mihic, Tajana Simunic, Giovanni De Micheli:
Reliability and Power Management of Integrated Systems. DSD 2004: 5-11 - [c19]Ozgur Celebican, Tajana Simunic Rosing, Vincent John Mooney III:
Energy estimation of peripheral devices in embedded systems. ACM Great Lakes Symposium on VLSI 2004: 430-435 - [c18]Geetha Manjunath, Tajana Simunic, Venkatesh Krishnan, Jean Tourrilhes, D. Das, Venugopal Srinivasmurthy, Alan A. McReynolds:
Smart edge server: beyond a wireless access point. WMASH 2004: 41-50 - 2003
- [j3]Armita Peymandoust, Tajana Simunic, Giovanni De Micheli:
Complex instruction and software library mapping for embedded software using symbolic algebra. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 22(8): 964-975 (2003) - [c17]Brian Delaney, Nikil Jayant, Tajana Simunic:
A WLAN Scheduling Algorithm to Reduce the Energy Consumption of a Distributed Speech Recognition Front-End. ESTIMedia 2003: 33-39 - [c16]Wajahat Qadeer, Tajana Simunic Rosing, John Ankcorn, Venky Krishnan, Giovanni De Micheli:
Heterogeneous Wireless Network Management. PACS 2003: 86-100 - [c15]Andrea Acquaviva, Tajana Simunic, Vinay Deolalikar, Sumit Roy:
Remote Power Control of Wireless Network Interfaces. PATMOS 2003: 369-378 - 2002
- [c14]Armita Peymandoust, Giovanni De Micheli, Tajana Simunic:
Complex library mapping for embedded software using symbolic algebra. DAC 2002: 325-330 - [c13]Tajana Simunic, Stephen P. Boyd:
Managing Power Consumption in Networks on Chip. DATE 2002: 110-116 - [c12]Armita Peymandoust, Tajana Simunic, Giovanni De Micheli:
Low Power Embedded Software Optimization Using Symbolic Algebra. DATE 2002: 1052-1058 - [c11]Brian Delaney, Nikil Jayant, Mat Hans, Tajana Simunic, Andrea Acquaviva:
A low-power, fixed-point, front-end feature extraction for a distributed speech recognition system. ICASSP 2002: 793-796 - 2001
- [j2]Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli:
Event-driven power management. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 20(7): 840-857 (2001) - [j1]Tajana Simunic, Luca Benini, Giovanni De Micheli:
Energy-efficient design of battery-powered embedded systems. IEEE Trans. Very Large Scale Integr. Syst. 9(1): 15-28 (2001) - [c10]Tajana Simunic, Luca Benini, Andrea Acquaviva, Peter W. Glynn, Giovanni De Micheli:
Dynamic Voltage Scaling and Power Management for Portable Systems. DAC 2001: 524-529 - 2000
- [c9]Yung-Hsiang Lu, Eui-Young Chung, Tajana Simunic, Giovanni De Micheli, Luca Benini:
Quantitative Comparison of Power Management Algorithms. DATE 2000: 20-26 - [c8]Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli:
Dynamic Power Management of Laptop Hard Disk. DATE 2000: 736 - [c7]Tajana Simunic, Haris Vikalo, Peter W. Glynn, Giovanni De Micheli:
Energy efficient design of portable wireless systems. ISLPED 2000: 49-54 - [c6]Tajana Simunic, Giovanni De Micheli, Luca Benini, Mat Hans:
Source Code Optimization and Profiling of Energy Consumption in Embedded Systems. ISSS 2000: 193-199 - [c5]Tajana Simunic, Luca Benini, Peter W. Glynn, Giovanni De Micheli:
Dynamic power management for portable systems. MobiCom 2000: 11-19
1990 – 1999
- 1999
- [c4]Yung-Hsiang Lu, Tajana Simunic, Giovanni De Micheli:
Software controlled power management. CODES 1999: 157-161 - [c3]Tajana Simunic, Luca Benini, Giovanni De Micheli:
Cycle-Accurate Simulation of Energy Consumption in Embedded Systems. DAC 1999: 867-872 - [c2]Tajana Simunic, Luca Benini, Giovanni De Micheli:
Energy-efficient design of battery-powered embedded systems. ISLPED 1999: 212-217 - [c1]Tajana Simunic, Giovanni De Micheli
Event-Driven Power Management of Portable Systems. ISSS 1999: 18-23
Coauthor Index
[j75] [j74] [c295] [c293] [c287] [c281] [j67] [c273] [c271] [c270] [c261] [c258] [i29] [j62] [j61] [j57] [j56] [j55] [c247] [c240] [i22] [c232] [c222] [c217] [c216] [c215] [c214] [c213] [c210] [j45] [c196] [c193] [c187] [c185] [j39] [c174] [c158] [j36] [j29] [c124] [c123] [c109] [p1] [c105] [c104] [c97] [c88] [c82] [c81] [c78] [c77] [c75] [c72] [j18] [c70] [c64] [j16] [c54]
Alper Sinan Akyurek
aka: Alper Sinan Akyürek
aka: Alper Sinan Akyürek
Raid Ayoub
aka: Raid Zuhair Ayoub
aka: Raid Zuhair Ayoub
Ayse K. Coskun
aka: Ayse Kivilcim Coskun
aka: Ayse Kivilcim Coskun
[j71] [j68] [c262] [i25] [j60] [j56] [c244] [i21] [i18] [c235] [c230] [c226] [c218] [c216] [j48] [c204] [c201] [c197] [c196] [c191] [c190] [c186] [c185] [i13] [i11] [j43] [j41] [j40] [c181] [c180] [c173] [c168] [c165] [c164] [c163] [c157] [c156] [c153] [c152] [c147] [c146] [c145] [c143] [c142] [i3] [c135] [c126]
[c265] [j60] [j57] [j56] [j55] [c250] [c248] [c235] [c232] [c230] [c225] [c223] [c222] [c221] [c219] [c218] [c217] [c210] [j52] [j51] [j50] [j49] [j48] [j46] [c205] [c204] [c203] [c201] [c197] [c196] [c191] [c190] [c186] [c185] [i15] [i13] [i11] [j43] [j42] [j41] [j40] [j38] [c184] [c181] [c180] [c179] [c178] [c176] [c175] [c174] [c173] [c172] [c170] [c168] [c167] [c166] [c165] [c164] [c163] [c162] [c161] [c160] [c157] [c156] [c154] [c152] [p2] [i9] [i7] [i5] [j37] [j35] [j32] [c150] [c149] [c148] [c147] [c146] [c145] [c144] [c143] [c142] [c141] [c140] [c139] [i3] [j30] [c138] [c135] [c134] [c133] [c132] [c131] [c130] [c128] [c127] [c126] [c125] [c122] [c121] [c120] [c118] [c117] [c115] [c114] [c113] [c112] [c111] [c101] [c98]
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