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ORCIDTajana 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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Journal Articles
- 2024
[j72]Fatemeh Asgarinejad
, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli:
Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing. Sensors 24(3): 1014 (2024)- [j71]Lingxi Wu, Minxuan Zhou, Weihong Xu, Ashish Venkat, Tajana Rosing, Kevin Skadron:
Abakus: Accelerating k-mer Counting with Storage Technology. ACM Trans. Archit. Code Optim. 21(1): 10:1-10:26 (2024) - 2023
- [j70]Rishikanth Chandrasekaran, Fatemeh Asgareinjad, Justin Morris, Tajana Rosing:
Multi-Label Classification With Hyperdimensional Representations. IEEE Access 11: 108458-108474 (2023) - [j69]Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Simunic Rosing:
Dynamic Reliability Management of Multigateway IoT Edge Computing Systems. IEEE Internet Things J. 10(5): 3864-3889 (2023) - [j68]Weihong Xu, Saransh Gupta, Niema Moshiri, Tajana Simunic Rosing:
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, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing:
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, Tajana Simunic Rosing, Xun Jiao:
Testing and Enhancing Adversarial Robustness of Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 4052-4064 (2023) - [j65]Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza:
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, Kazim Ergun, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing:
Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks. IEEE Trans. Netw. Serv. Manag. 20(1): 787-799 (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, Tajana Rosing, Baris Aksanli:
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance. Comput. Ind. 140: 103660 (2022) - [j61]Onat Güngör, Tajana Rosing, Baris Aksanli:
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, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, Jaeyoung Kang, Yeseong Kim, Tajana Simunic Rosing:
COSMO: Computing with Stochastic Numbers in Memory. ACM J. Emerg. Technol. Comput. Syst. 18(2): 37:1-37:25 (2022) - [j59]Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing:
Trajectory Planning and Optimization for Minimizing Uncertainty in Persistent Monitoring Applications. J. Intell. Robotic Syst. 106(1): 2 (2022) - [j58]Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim:
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing. IEEE Trans. Computers 71(11): 2753-2765 (2022) - [j57]Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing:
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, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Simunic Rosing:
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, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Simunic:
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, Hui Zhang, Yang-Seok Ki, Tajana Rosing:
NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD. ACM Trans. Reconfigurable Technol. Syst. 15(2): 16:1-16:29 (2022) - 2021
- [j53]Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing:
A Theoretical Perspective on Hyperdimensional Computing. J. Artif. Intell. Res. 72: 215-249 (2021) - 2020
- [j52]Mohsen Imani, Justin Morris, Helen Shu, Shou Li, Tajana Rosing:
Efficient Associative Search in Brain-Inspired Hyperdimensional Computing. IEEE Des. Test 37(1): 28-35 (2020) - [j51]Sahand Salamat, Mohsen Imani, Tajana Rosing:
Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse. IEEE Trans. Computers 69(8): 1159-1171 (2020) - [j50]Daniel Peroni, Mohsen Imani, Tajana Simunic Rosing:
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, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing:
QuantHD: A Quantization Framework for Hyperdimensional Computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2268-2278 (2020) - [j48]Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael T. Niemier, Xiaobo Sharon Hu, Tajana Rosing:
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, Kazim Ergun, Ludmila Cherkasova, Tajana Simunic Rosing:
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, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing:
Data Reuse for Accelerated Approximate Warps. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4623-4634 (2020) - [j45]Baris Aksanli, Tajana Simunic Rosing:
Human Behavior Aware Energy Management in Residential Cyber-Physical Systems. IEEE Trans. Emerg. Top. Comput. 8(1): 45-57 (2020) - 2019
- [j44]An Chen, Supriyo Datta, Xiaobo Sharon Hu, Michael T. Niemier, Tajana Simunic Rosing, J. Joshua Yang:
A Survey on Architecture Advances Enabled by Emerging Beyond-CMOS Technologies. IEEE Des. Test 36(3): 46-68 (2019) - [j43]Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing:
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, Mohsen Imani, Harveen Kaur, Tajana Simunic Rosing:
NNPIM: A Processing In-Memory Architecture for Neural Network Acceleration. IEEE Trans. Computers 68(9): 1325-1337 (2019) - [j40]Mohsen Imani, Saransh Gupta, Sahil Sharma, Tajana Simunic Rosing:
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, Tajana Simunic Rosing:
Optimal Performance-Aware Cooling on Enterprise Servers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(9): 1689-1702 (2019) - [j38]Mohsen Imani, Daniel Peroni, Abbas Rahimi, Tajana Simunic Rosing:
Resistive CAM Acceleration for Tunable Approximate Computing. IEEE Trans. Emerg. Top. Comput. 7(2): 271-280 (2019) - 2018
- [j37]Mohsen Imani, Daniel Peroni, Tajana Rosing:
Nvalt: Nonvolatile Approximate Lookup Table for GPU Acceleration. IEEE Embed. Syst. Lett. 10(1): 14-17 (2018) - [j36]Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing:
Modular and Personalized Smart Health Application Design in a Smart City Environment. IEEE Internet Things J. 5(2): 614-623 (2018) - [j35]Mohsen Imani, Shruti Patil, Tajana Simunic Rosing:
Approximate Computing Using Multiple-Access Single-Charge Associative Memory. IEEE Trans. Emerg. Top. Comput. 6(3): 305-316 (2018) - [j34]Jinseok Yang, Alper Sinan Akyurek, Sameer Tilak, Tajana Simunic Rosing:
Design of Transmission Manager in Heterogeneous WSNs. IEEE Trans. Emerg. Top. Comput. 6(3): 395-408 (2018) - [j33]Alper Sinan Akyurek, Tajana Simunic Rosing:
Optimal Packet Aggregation Scheduling in Wireless Networks. IEEE Trans. Mob. Comput. 17(12): 2835-2852 (2018) - [j32]Mohsen Imani, Abbas Rahimi, Pietro Mercati, Tajana Simunic Rosing:
Multi-Stage Tunable Approximate Search in Resistive Associative Memory. IEEE Trans. Multi Scale Comput. Syst. 4(1): 17-29 (2018) - [j31]Said Hamdioui, Pierre-Emmanuel Gaillardon, Dietmar Fey, Tajana Simunic Rosing:
Guest Editorial Memristive-Device-Based Computing. IEEE Trans. Very Large Scale Integr. Syst. 26(12): 2581-2583 (2018) - 2017
- [j30]Mohsen Imani, John Hwang, Tajana Rosing, Abbas Rahimi, Jan M. Rabaey:
Low-Power Sparse Hyperdimensional Encoder for Language Recognition. IEEE Des. Test 34(6): 94-101 (2017) - [j29]Jagannathan Venkatesh, Baris Aksanli, Christine S. Chan, Alper Sinan Akyürek, Tajana Simunic Rosing:
Scalable-Application Design for the IoT. IEEE Softw. 34(1): 62-70 (2017) - [j28]Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing:
WARM: Workload-Aware Reliability Management in Linux/Android. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(9): 1557-1570 (2017) - 2015
- [j27]Pietro Mercati, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch, Tajana Rosing:
BLAST: Battery Lifetime-constrained Adaptation with Selected Target in Mobile Devices. EAI Endorsed Trans. Energy Web 2(5): e2 (2015) - [j26]Lucas Francisco Wanner, Liangzhen Lai, Abbas Rahimi, Mark Gottscho, Pietro Mercati, Chu-Hsiang Huang, Frederic Sala, Yuvraj Agarwal, Lara Dolecek, Nikil D. Dutt, Puneet Gupta, Rajesh K. Gupta, Ranjit Jhala, Rakesh Kumar, Sorin Lerner, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B. Srivastava, Steven Swanson, Dennis Sylvester, Yuanyuan Zhou:
NSF expedition on variability-aware software: Recent results and contributions. it Inf. Technol. 57(3): 181-198 (2015) - 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, Sanjit A. Seshia, David T. Blaauw, Prabal Dutta, Kevin Fu, Carlos Guestrin, Ben Taskar, Roozbeh Jafari, Douglas L. Jones, Vijay Kumar, Rahul Mangharam, George J. Pappas, Richard M. Murray, Anthony Rowe:
The Swarm at the Edge of the Cloud. IEEE Des. Test 31(3): 8-20 (2014) - 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, Yuvraj Agarwal, Lara Dolecek, Nikil D. Dutt, Rajesh K. Gupta, Rakesh Kumar, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B. Srivastava, Steven Swanson, Dennis Sylvester:
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) - 2012
- [j18]Baris Aksanli, Jagannathan Venkatesh, Tajana Simunic Rosing:
Using Datacenter Simulation to Evaluate Green Energy Integration. Computer 45(9): 56-64 (2012) - 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, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing:
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) - 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) - 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) - 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) - 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) - 2006
- [j7]Ayse Kivilcim Coskun, Tajana Simunic, Kresimir Mihic, Giovanni De Micheli, Yusuf Leblebici:
Analysis and Optimization of MPSoC Reliability. J. Low Power Electron. 2(1): 56-69 (2006) - 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 2024
- [c275]Xiaofan Yu, Tajana Rosing, Yunhui Guo:
Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts. WACV 2024: 2355-2366 - 2023
- [c274]Tianqi Zhang, Antonio González, Niema Moshiri, Rob Knight, Tajana Rosing:
GenoMiX: Accelerated Simultaneous Analysis of Human Genomics, Microbiome Metagenomics, and Viral Sequences. BioCAS 2023: 1-5 - [c273]Onat Güngör, Tajana Rosing, Baris Aksanli:
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, Tajana Rosing:
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, Lucy 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. IoTDI 2023: 236-248 - [c263]Quanling Zhao, Xiaofan Yu, Tajana Rosing:
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, Tajana Simunic Rosing:
HD2FPGA: Automated Framework for Accelerating Hyperdimensional Computing on FPGAs. ISQED 2023: 1-9 - [c260]Po-Kai Hsu, Weihong Xu, Tajana Rosing, Shimeng Yu:
An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search. MEMSYS 2023: 14:1-14:7 - [c259]Alexander Redding, Xiaofan Yu, Shengfan Hu, Pat Pannuto, Tajana Rosing:
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 - 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, Tajana Rosing:
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, Justin Morris, Tajana Rosing:
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, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing:
HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks. DATE 2022: 664-669 - [c246]Yizhou Wei, Minxuan Zhou, Sihang Liu, Korakit Seemakhupt, Tajana Rosing, Samira Manabi Khan:
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, Tajana Rosing:
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, Muhammad Huzaifa, Tajana Rosing:
ns3-fl: Simulating Federated Learning with ns-3. WNS3 2022: 97-104 - 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, Kevin Skadron, Tajana Rosing:
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, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing:
HyperRec: Efficient Recommender Systems with Hyperdimensional Computing. ASP-DAC 2021: 384-389 - [c231]Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing:
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, Tajana Rosing, Gert Cauwenberghs:
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, Justin Morris, Tajana Simunic Rosing:
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, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing:
HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing. DATE 2021: 723-728 - [c221]Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing:
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, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing:
AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing. ICCD 2021: 93-100 - [c216]Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing:
Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing. ICCD 2021: 321-325 - [c215]Onat Güngör, Tajana Rosing, Baris Aksanli:
OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction. ICPHM 2021: 1-8 - [c214]Onat Güngör, Tajana Rosing, Baris Aksanli:
CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement. IEEE SENSORS 2021: 1-4 - [c213]Onat Güngör, Tajana Rosing, Baris Aksanli:
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, Jishen Zhao:
FPRA: A Fine-grained Parallel RRAM Architecture. ISLPED 2021: 1-6 - [c210]Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli:
MACcelerator: Approximate Arithmetic Unit for Computational Acceleration. ISQED 2021: 444-449 - [c209]Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing:
Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing. MECO 2021: 1-4 - [c208]Stephen Xia, Rishikanth Chandrasekaran, Yanchen Liu, Chenye Yang, Tajana Simunic Rosing, Xiaofan Jiang:
A Drone-based System for Intelligent and Autonomous Homes. SenSys 2021: 349-350 - 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, Tajana Rosing:
GenieHD: Efficient DNA Pattern Matching Accelerator Using Hyperdimensional Computing. DATE 2020: 115-120 - [c202]Michael H. Ostertag, Sara A. Al-Doweesh, Tajana Rosing:
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, Raid Ayoub, Tajana Rosing:
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, Tajana Rosing, Rogério Feris:
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, Tajana Rosing:
Deep Learning Acceleration with Neuron-to-Memory Transformation. HPCA 2020: 1-14 - [c196]Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Simunic Rosing:
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, Raid Ayoub, Tajana Rosing:
RelIoT: Reliability Simulator for IoT Networks. ICIOT 2020: 63-81 - [c193]Onat Güngör, Tajana Simunic Rosing, Baris Aksanli:
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, Jake Garnier, Tajana Simunic Rosing, Baris Aksanli:
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, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing:
Multi-label HD Classification in 3D Flash. VLSI-SOC 2020: 10-15 - 2019
- [c184]Mohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing:
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, Jiani Huang, Tajana Rosing:
FACH: FPGA-based acceleration of hyperdimensional computing by reducing computational complexity. ASP-DAC 2019: 493-498 - [c180]Minxuan Zhou, Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing:
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, Samuel Bosch, Helen Shu, Giovanni De Micheli, Tajana Rosing:
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, Tajana Rosing:
ARGA: Approximate Reuse for GPGPU Acceleration. DAC 2019: 8 - [c175]Mohsen Imani, Justin Morris, John Messerly, Helen Shu, Yaobang Deng, Tajana Rosing:
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, Tajana Rosing:
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, Tajana Rosing:
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, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing:
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, Tajana Rosing:
Dynamic Optimization of Battery Health in IoT Networks. ICCD 2019: 648-655 - [c158]Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli, Arun Kumar, Tajana Simunic Rosing:
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, Mohsen Imani, Samuel Bosch, Anthony Thomas, Helen Shu, Tajana Rosing:
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 - 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, Tajana Rosing:
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, Tajana Rosing:
GenPIM: Generalized processing in-memory to accelerate data intensive applications. DATE 2018: 1155-1158 - [c146]Saransh Gupta, Mohsen Imani, Tajana Rosing:
FELIX: fast and energy-efficient logic in memory. ICCAD 2018: 55 - [c145]Sahand Salamat, Mohsen Imani, Saransh Gupta, Tajana Rosing:
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, Tajana Rosing:
RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing. ISLPED 2018: 12:1-12:6 - [c142]Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing:
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 - 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, Raid Ayoub, Michael Kishinevsky, Eric Samson, Marc Beuchat, Francesco Paterna, Tajana Simunic Rosing:
Multi-variable Dynamic Power Management for the GPU Subsystem. DAC 2017: 2:1-2:6 - [c135]Mohsen Imani, Saransh Gupta, Tajana Rosing:
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, Tajana Rosing:
Efficient neural network acceleration on GPGPU using content addressable memory. DATE 2017: 1026-1031 - [c132]Mohammad Samragh Razlighi, Mohsen Imani, Farinaz Koushanfar, Tajana Rosing:
LookNN: Neural network with no multiplication. DATE 2017: 1775-1780 - [c131]Mohsen Imani, Abbas Rahimi, Deqian Kong, Tajana Rosing, Jan M. Rabaey:
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, Ankit More, Emily Shriver, Tajana Rosing:
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, Atl Arredondo, Tajana Rosing:
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, Jagannathan Venkatesh, Christine S. Chan, Alper Sinan Akyurek, Tajana Simunic Rosing:
Context-aware and user-centric residential energy management. PerCom Workshops 2017: 455-460 - [c123]Nima Mousavi, Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing:
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, Francesco Paterna, Andrea Bartolini, Mohsen Imani, Luca Benini, Tajana Simunic Rosing:
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, Tajana Rosing:
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, Tajana Rosing:
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, Yeseong Kim, Tajana Rosing:
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, Tajana Simunic Rosing:
Time-series clustering for data analysis in Smart Grid. SmartGridComm 2016: 606-611 - 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, Alper Sinan Akyurek, Tajana Rosing:
Minimizing the effects of data centers on microgrid stability. IGSC 2015: 1-9 - [c104]Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing:
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
- [c97]Baris Aksanli, Tajana Rosing:
Providing regulation services and managing data center peak power budgets. DATE 2014: 1-4 - [c96]Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini:
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, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing:
An On-line Reliability Emulation Framework. EUC 2014: 334-339 - [c93]Henrique Rodrigues, Inder Monga, Abhinava Sadasivarao, Sharfuddin Syed, Chin Guok, Eric Pouyoul, Chris Liou, Tajana Rosing:
Traffic Optimization in Multi-layered WANs Using SDN. Hot Interconnects 2014: 71-78 - [c92]Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing:
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, Tajana Simunic Rosing, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch:
User-centric joint power and thermal management for smartphones. MobiCASE 2014: 98-105 - [c88]Baris Aksanli, Alper Sinan Akyurek, Madhur Behl, Meghan Clark, Alexandre Donzé, Prabal Dutta, Patrick Lazik, Mehdi Maasoumy, Rahul Mangharam, Truong X. Nghiem, Vasumathi Raman, Anthony Rowe, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia, Tajana Simunic Rosing, Jagannathan Venkatesh:
Distributed control of a swarm of buildings connected to a smart grid: demo abstract. BuildSys@SenSys 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
- [c86]Andrew B. Kahng, Siddhartha Nath, Tajana Rosing:
On potential design impacts of electromigration awareness. ASP-DAC 2013: 527-532 - [c85]Pietro Mercati, Andrea Bartolini, Francesco Paterna, Tajana Simunic Rosing, Luca Benini:
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, Tajana Rosing, Eddie Pettis:
Distributed battery control for peak power shaving in datacenters. IGCC 2013: 1-8 - [c81]Jagannathan Venkatesh, Baris Aksanli, Jean-Claude Junqua, Philippe Morin, Tajana Simunic Rosing:
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, Tajana Simunic Rosing:
Residential energy simulation and scheduling: A case study approach. ISCC 2013: 161-166 - [c77]Baris Aksanli, Jagannathan Venkatesh, Tajana Rosing, Inder Monga:
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, Eddie Pettis, Tajana Rosing:
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, Luca Benini, Tajana Simunic Rosing:
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, Tajana Rosing:
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
- [c70]Baris Aksanli, Tajana Simunic Rosing, Inder Monga:
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, Tajana Simunic Rosing:
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, Jack Sampson, Houman Homayoun, Eddie Pettis, Dean M. Tullsen, Tajana Simunic Rosing:
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
- [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, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing:
Utilizing green energy prediction to schedule mixed batch and service jobs in data centers. HotPower@SOSP 2011: 5:1-5:5 - 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, Tajana Rosing, Eric Saxe, Jonathan Chew:
Dynamic workload characterization for power efficient scheduling on CMP systems. ISLPED 2010: 437-442 - 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, David Atienza, Tajana Simunic Rosing, Yusuf Leblebici:
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, Tajana Simunic Rosing:
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, David Atienza, Tajana Simunic Rosing:
Thermal Modeling and Management of Liquid-Cooled 3D Stacked Architectures. VLSI-SoC 2009: 34-55 - 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
- [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 - 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
- [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
- [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
- [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
- [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 - 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, Luca Benini:
Event-Driven Power Management of Portable Systems. ISSS 1999: 18-23
Parts in Books or Collections
- 2019
- [p2]Mohsen Imani, Tajana Simunic Rosing:
Approximate CPU and GPU Design Using Emerging Memory Technologies. Approximate Circuits 2019: 383-398 - 2016
- [p1]Baris Aksanli, Jagannathan Venkatesh, Inder Monga, Tajana Simunic Rosing:
Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks. Computational Sustainability 2016: 47-74
Reference Works
- 2007
- [r1]Jihong Kim, Tajana Simunic Rosing:
Power-Aware Resource Management Techniques for Low-Power Embedded Systems. Handbook of Real-Time and Embedded Systems 2007
Informal and Other Publications
- 2024
- [i31]Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Rosing:
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing. CoRR abs/2403.04759 (2024) - 2023
- [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
- [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) - 2020
- [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, Huili Chen, Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajana Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil D. Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton:
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) - 2019
- [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, Alexander Sanchez de la Cerda, Mohsen Imani, Tajana Simunic Rosing, Giovanni De Micheli:
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
- [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) - 2007
- [i1]Tajana Simunic:
Power Saving Techniques for Wireless LANs. CoRR abs/0710.4816 (2007)
Coauthor Index
[j72] [j67] [j62] [j61] [j57] [j56] [j55] [j45] [j39] [j36] [j29] [j18] [j16] [c273] [c271] [c270] [c261] [c258] [c247] [c240] [c232] [c222] [c217] [c216] [c215] [c214] [c213] [c210] [c196] [c193] [c187] [c185] [c174] [c158] [c124] [c123] [c109] [c105] [c104] [c97] [c88] [c82] [c81] [c78] [c77] [c75] [c72] [c70] [c64] [c54] [p1] [i29] [i22]
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
[j68] [j60] [j56] [j48] [j43] [j41] [j40] [c262] [c244] [c235] [c230] [c226] [c218] [c216] [c204] [c201] [c197] [c196] [c191] [c190] [c186] [c185] [c181] [c180] [c173] [c168] [c165] [c164] [c163] [c157] [c156] [c153] [c152] [c147] [c146] [c145] [c143] [c142] [c135] [c126] [i25] [i21] [i18] [i13] [i11] [i3]
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