Tajana Rosing

326 papers A* 41A 59B 10C 18Misc 9Journal 114Unranked 75
YearRankTypeTitle / Venue / Authors
2026 J jnl
3-D Ferroelectric NAND In-Storage Processing Architecture for Mass Spectrometry.
IEEE Des. Test
Po-Kai Hsu, Weihong Xu, Minji Shon, Zijian Zhao, Kai Ni, Tajana Rosing, Shimeng Yu
2026 J jnl
ACORN-IDS: Adaptive Continual Novelty Detection for Intrusion Detection Systems.
CoRR
Sean Fuhrman, Onat Güngör, Tajana Rosing
2026 J jnl
CHIME: Chiplet-based Heterogeneous Near-Memory Acceleration for Edge Multimodal LLM Inference.
CoRR
Yanru Chen, Runyang Tian, Yue Pan, Zheyu Li, Weihong Xu, Tajana Rosing
2026 J jnl
Divide and Learn: Multi-Objective Combinatorial Optimization at Scale.
CoRR
Esha Singh, Dongxia Wu, Chien-Yi Yang, Tajana Rosing, Rose Yu, Yi-An Ma
2026 J jnl
Energy-Efficient Reconfigurable XGBoost Inference Accelerator With Modular Unit Trees via Selective Node Execution and Data Movement.
IEEE J. Solid State Circuits
Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang
2026 J jnl
FaTRQ: Tiered Residual Quantization for LLM Vector Search in Far-Memory-Aware ANNS Systems.
CoRR
Tianqi Zhang, Flavio Ponzina, Tajana Rosing
2026 J jnl
GenDRAM:Hardware-Software Co-Design of General Platform in DRAM.
CoRR
Tsung-Han Lu, Weihong Xu, Tajana Rosing
2026 J jnl
HAVEN: High-Bandwidth Flash Augmented Vector Engine for Large-Scale Approximate Nearest-Neighbor Search Acceleration.
CoRR
Po-Kai Hsu, Weihong Xu, Qunyou Liu, Tajana Rosing, Shimeng Yu
2026 J jnl
HyperMetric: Efficient Hyperdimensional Computing With Metric Learning for Robust Edge Intelligence.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weihong Xu, Sean Fuhrman, Keming Fan, Sumukh Pinge, Wei-Chen Chen, Tajana Rosing
2026 J jnl
KLDrive: Fine-Grained 3D Scene Reasoning for Autonomous Driving based on Knowledge Graph.
CoRR
Ye Tian, Jingyi Zhang, Zihao Wang, Xiaoyuan Ren, Xiaofan Yu, Onat Güngör, Tajana Rosing
2026 J jnl
LifeAgentBench: A Multi-dimensional Benchmark and Agent for Personal Health Assistants in Digital Health.
CoRR
Ye Tian, Zihao Wang, Onat Güngör, Xiaoran Fan, Tajana Rosing
2026 J jnl
QMC: Efficient SLM Edge Inference via Outlier-Aware Quantization and Emergent Memories Co-Design.
CoRR
Nilesh Prasad Pandey, Jangseon Park, Onat Güngör, Flavio Ponzina, Tajana Rosing
2026 J jnl
RAPID-Graph: Recursive All-Pairs Shortest Paths Using Processing-in-Memory for Dynamic Programming on Graphs.
CoRR
Yanru Chen, Zheyu Li, Keming Fan, Runyang Tian, John Hsu, Weihong Xu, Minxuan Zhou, Tajana Rosing
2026 — conf
SpANNS: Optimizing Approximate Nearest Neighbor Search for Sparse Vectors Using Near Memory Processing.
ASP-DAC
Tianqi Zhang, Flavio Ponzina, Tajana Rosing
2026 J jnl
SpANNS: Optimizing Approximate Nearest Neighbor Search for Sparse Vectors Using Near Memory Processing.
CoRR
Tianqi Zhang, Flavio Ponzina, Tajana Rosing
2025 C conf
AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering.
ICMLA
Onat Güngör, Roshan Sood, Harold Wang, Tajana Rosing
2025 J jnl
AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering.
CoRR
Onat Güngör, Roshan Sood, Harold Wang, Tajana Rosing
2025 J jnl
Benchmarking Scientific Understanding and Reasoning for Video Generation using VideoScience-Bench.
CoRR
Lanxiang Hu, Abhilash Shankarampeta, Yixin Huang, Zilin Dai, Haoyang Yu, Yujie Zhao, Haoqiang Kang, Daniel Zhao, Tajana Rosing, Hao Zhang
2025 A* conf
Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method.
AAAI
Quanling Zhao, Anthony Hitchcock Thomas, Ari Brin, Xiaofan Yu, Tajana Rosing
2025 J jnl
CITADEL: Continual Anomaly Detection for Enhanced Learning in IoT Intrusion Detection.
CoRR
Elvin Li, Onat Güngör, Zhengli Shang, Tajana Rosing
2025 A* conf
CND-IDS: Continual Novelty Detection for Intrusion Detection Systems.
DAC
Sean Fuhrman, Onat Güngör, Tajana Rosing
2025 J jnl
CND-IDS: Continual Novelty Detection for Intrusion Detection Systems.
CoRR
Sean Fuhrman, Onat Güngör, Tajana Rosing
2025 J jnl
Client Selection in Federated Learning with Data Heterogeneity and Network Latencies.
CoRR
Harsh Vardhan, Xiaofan Yu, Tajana Rosing, Arya Mazumdar
2025 J jnl
Clo-HDnn: A 4.66 TFLOPS/W and 3.78 TOPS/W Continual On-Device Learning Accelerator with Energy-efficient Hyperdimensional Computing via Progressive Search.
CoRR
Chang Eun Song, Weihong Xu, Keming Fan, Soumil Jain, Gopabandhu Hota, Haichao Yang, Leo Liu, Kerem Akarvardar, Meng-Fan Chang, Carlos H. Diaz, Gert Cauwenberghs, Tajana Rosing, Mingu Kang
2025 — conf
Clo-HDnn: Continual On-Device Learning Accelerator with Hyperdimensional Computing via Progressive Search.
HCS
Chang Eun Song, Weihong Xu, Keming Fan, Soumil Jain, Gopabandhu Hota, Haichao Yang, Leo Liu, Meng-Fan Chang, Carlos H. Diaz, Gert Cauwenberghs, Tajana Rosing, Mingu Kang
2025 — conf
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing.
ACM Great Lakes Symposium on VLSI
Nilesh Prasad Pandey, Shriniwas Kulkarni, David Wang, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025 J jnl
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing.
CoRR
Nilesh Prasad Pandey, Shriniwas Kulkarni, David Wang, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025 — conf
DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-Based Intrusion Detection Against Adversarial Attacks.
SP (Workshops)
Jing Chen, Onat Güngör, Zhengli Shang, Elvin Li, Tajana Rosing
2025 J jnl
DYNAMITE: Dynamic Defense Selection for Enhancing Machine Learning-based Intrusion Detection Against Adversarial Attacks.
CoRR
Jing Chen, Onat Güngör, Zhengli Shang, Elvin Li, Tajana Rosing
2025 B conf
DailyLLM: Context-Aware Activity Log Generation Using Multi-Modal Sensors and LLMs.
MASS
Ye Tian, Xiaoyuan Ren, Zihao Wang, Onat Güngör, Xiaofan Yu, Tajana Rosing
2025 J jnl
DailyLLM: Context-Aware Activity Log Generation Using Multi-Modal Sensors and LLMs.
CoRR
Ye Tian, Xiaoyuan Ren, Zihao Wang, Onat Güngör, Xiaofan Yu, Tajana Rosing
2025 J jnl
DroneFL: Federated Learning for Multi-UAV Visual Target Tracking.
CoRR
Xiaofan Yu, Yuwei Wu, Katherine Mao, Ye Tian, Vijay Kumar, Tajana Rosing
2025 — conf
E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning.
ASP-DAC
Le Zhang, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025 J jnl
EAGER: Edge-Aligned LLM Defense for Robust, Efficient, and Accurate Cybersecurity Question Answering.
CoRR
Onat Güngör, Roshan Sood, Jiasheng Zhou, Tajana Rosing
2025 J jnl
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption.
IEEE Trans. Emerg. Top. Comput.
Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing
2025 J jnl
FSL-HDnn: A 40 nm Few-shot On-Device Learning Accelerator with Integrated Feature Extraction and Hyperdimensional Computing.
CoRR
Weihong Xu, Chang Eun Song, Haichao Yang, Leo Liu, Meng-Fan Chang, Carlos H. Diaz, Tajana Rosing, Mingu Kang
2025 J jnl
Fast and Accurate Causal Parallel Decoding using Jacobi Forcing.
CoRR
Lanxiang Hu, Siqi Kou, Yichao Fu, Samyam Rajbhandari, Tajana Rosing, Yuxiong He, Zhijie Deng, Hao Zhang
2025 J jnl
Fast-OverlaPIM: A Fast Overlap-Driven Mapping Framework for Processing In-Memory Neural Network Acceleration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xuan Wang, Minxuan Zhou, Tajana Rosing
2025 A conf
FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash.
ICCAD
Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Khan, Tajana Rosing, Mingu Kang
2025 J jnl
FeNOMS: Enhancing Open Modification Spectral Library Search with In-Storage Processing on Ferroelectric NAND (FeNAND) Flash.
CoRR
Sumukh Pinge, Ashkan Moradifirouzabadi, Keming Fan, Prasanna Venkatesan Ravindran, Tanvir H. Pantha, Po-Kai Hsu, Zheyu Li, Weihong Xu, Zihan Xia, Flavio Ponzina, Winston Chern, Taeyoung Song, Priyankka Gundlapudi Ravikumar, Mengkun Tian, Lance Fernandes, Huy Tran, Hari Jayasankar, Hang Chen, Chinsung Park, Amrit Garlapati, Kijoon Kim, Jongho Woo, Suhwan Lim, Kwangsoo Kim, Wanki Kim, Daewon Ha, Duygu Kuzum, Shimeng Yu, Sourav Dutta, Asif Islam Khan, Tajana Rosing, Mingu Kang
2025 J jnl
FedUHD: Unsupervised Federated Learning using Hyperdimensional Computing.
CoRR
Youhak Lee, Xiaofan Yu, Quanling Zhao, Flavio Ponzina, Tajana Rosing
2025 J jnl
Federated Hyperdimensional Computing: Comprehensive Analysis and Robust Communication.
ACM Trans. Internet Things
Ye Tian, Rishikanth Chandrasekaran, Kazim Ergun, Xiaofan Yu, Tajana Rosing
2025 J jnl
HDDB: Efficient In-Storage SQL Database Search Using Hyperdimensional Computing on Ferroelectric NAND Flash.
CoRR
Quanling Zhao, Yanru Chen, Runyang Tian, Sumukh Pinge, Weihong Xu, Augusto Vega, Steven Holmes, Saransh Gupta, Tajana Rosing
2025 J jnl
HERP: Hardware for Energy Efficient and Realtime DB Search and Cluster Expansion in Proteomics.
CoRR
Md Mizanur Rahaman Nayan, Zheyu Li, Flavio Ponzina, Sumukh Pinge, Tajana Rosing, Azad J. Naeemi
2025 A* conf
HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing.
ISCA
Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Tajana Rosing, Vikram S. Adve
2025 A* conf
Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution.
ISCA
Chang Eun Song, Priyansh Bhatnagar, Zihan Xia, Nam Sung Kim, Tajana Rosing, Mingu Kang
2025 J jnl
Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution.
CoRR
Chang Eun Song, Priyansh Bhatnagar, Zihan Xia, Nam Sung Kim, Tajana Rosing, Mingu Kang
2025 C conf
HyperDrone: An Accurate, Robust, Fast, and Energy-Efficient Approach for Drone Classification.
ICCD
Shriniwas Kulkarni, Flavio Ponzina, Tajana Rosing
2025 C conf
LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection.
ICMLA
Onat Güngör, Ishaan Kale, Jiasheng Zhou, Tajana Rosing
2025 J jnl
LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection.
CoRR
Onat Güngör, Ishaan Kale, Jiasheng Zhou, Tajana Rosing
2025 A conf
Late Breaking Results: Hyperdimensional Regression with Fine-Grained and Scalable Confidence-Based Learning.
DATE
Jiseung Kim, Hyunsei Lee, Tajana Rosing, Mohsen Imani, Yeseong Kim
2025 Misc conf
Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs.
SenSys
Le Zhang, Quanling Zhao, Run Wang, Shirley Bian, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025 J jnl
Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs.
CoRR
Le Zhang, Quanling Zhao, Run Wang, Shirley Bian, Onat Güngör, Flavio Ponzina, Tajana Rosing
2025 A* conf
OptiPIM: Optimizing Processing-in-Memory Acceleration Using Integer Linear Programming.
ISCA
Jiantao Liu, Minxuan Zhou, Yue Pan, Chien-Yi Yang, Lana Josipovic, Tajana Rosing
2025 A conf
PATHE: A Privacy-Preserving Database Pattern Search Platform with Homomorphic Encryption.
ICCAD
Xuan Wang, Minxuan Zhou, Gabrielle De Micheli, Yujin Nam, Sumukh Pinge, Augusto Vega, Tajana Rosing
2025 J jnl
PIM-FW: Hardware-Software Co-Design of All-pairs Shortest Paths in DRAM.
CoRR
Tsung-Han Lu, Zheyu Li, Minxuan Zhou, Tajana Rosing
2025 Misc conf
Poster Abstract: Fine-grained Contextualized Activity Logs Generation based on Multi-Modal Sensor Data and LLM.
SenSys
Ye Tian, Onat Güngör, Xiaofan Yu, Tajana Rosing
2025 J jnl
ReLATE+: Unified Framework for Adversarial Attack Detection, Classification, and Resilient Model Selection in Time-Series Classification.
CoRR
Cagla Ipek Kocal, Onat Güngör, Tajana Rosing, Baris Aksanli
2025 Misc conf
ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks.
CSR
Cagla Ipek Kocal, Onat Güngör, Aaron Tartz, Tajana Rosing, Baris Aksanli
2025 J jnl
ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks.
CoRR
Cagla Ipek Kocal, Onat Güngör, Aaron Tartz, Tajana Rosing, Baris Aksanli
2025 J jnl
RelHDx: Hyperdimensional Computing for Learning on Graphs With FeFET Acceleration.
IEEE Trans. Computers
Jaeyoung Kang, Minxuan Zhou, Weihong Xu, Tajana Rosing
2025 A conf
Rhychee-FL: Robust and Efficient Hyperdimensional Federated Learning with Homomorphic Encryption.
DATE
Yujin Nam, Abhishek Moitra, Yeshwanth Venkatesha, Xiaofan Yu, Gabrielle De Micheli, Xuan Wang, Minxuan Zhou, Augusto Vega, Priyadarshini Panda, Tajana Rosing
2025 J jnl
SAFE: Self-Supervised Anomaly Detection Framework for Intrusion Detection.
CoRR
Elvin Li, Zhengli Shang, Onat Güngör, Tajana Rosing
2025 J jnl
SAGE: Sample-Aware Guarding Engine for Robust Intrusion Detection Against Adversarial Attacks.
CoRR
Jing Chen, Onat Güngör, Zhengli Shang, Tajana Rosing
2025 J jnl
SLIM: A Heterogeneous Accelerator for Edge Inference of Sparse Large Language Model via Adaptive Thresholding.
CoRR
Weihong Xu, Haein Choi, Po-Kai Hsu, Shimeng Yu, Tajana Rosing
2025 J jnl
SensorChat: Answering Qualitative and Quantitative Questions during Long-Term Multimodal Sensor Interactions.
CoRR
Xiaofan Yu, Lanxiang Hu, Benjamin Z. Reichman, Dylan Chu, Rushil Chandrupatla, Xiyuan Zhang, Larry Heck, Tajana Rosing
2025 Misc conf
SensorQA: A Question Answering Benchmark for Daily-Life Monitoring.
SenSys
Benjamin Z. Reichman, Xiaofan Yu, Lanxiang Hu, Jack Truxal, Atishay Jain, Rushil Chandrupatla, Tajana Rosing, Larry Heck
2025 A conf
SmartMS: Efficient Hierarchical Database Search for Mass Spectrometry via Processing-in-Memory.
ISLPED
Flavio Ponzina, Sumukh Pinge, Zheyu Li, Abhijay Deevi, Yilin Ge, Mingu Kang, Tajana Rosing
2025 A* conf
Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving.
MICRO
Yue Pan, Zihan Xia, Po-Kai Hsu, Lanxiang Hu, Hyungyo Kim, Janak Sharda, Minxuan Zhou, Nam Sung Kim, Shimeng Yu, Tajana Rosing, Mingu Kang
2025 J jnl
Stratum: System-Hardware Co-Design with Tiered Monolithic 3D-Stackable DRAM for Efficient MoE Serving.
CoRR
Yue Pan, Zihan Xia, Po-Kai Hsu, Lanxiang Hu, Hyungyo Kim, Janak Sharda, Minxuan Zhou, Nam Sung Kim, Shimeng Yu, Tajana Rosing, Mingu Kang
2025 J jnl
TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress.
CoRR
Onat Güngör, Amanda Sofie Rios, Nilesh A. Ahuja, Tajana Rosing
2025 J jnl
Towards Interpretable and Inference-Optimal COT Reasoning with Sparse Autoencoder-Guided Generation.
CoRR
Daniel Zhao, Abhilash Shankarampeta, Lanxiang Hu, Tajana Rosing, Hao Zhang
2025 J jnl
Tri-HD: Energy-Efficient On-Chip Learning With In-Memory Hyperdimensional Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Weihong Xu, Saransh Gupta, Justin Morris, Xincheng Shen, Mohsen Imani, Baris Aksanli, Tajana Rosing
2025 — conf
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs.
ACL (1)
Lanxiang Hu, Tajana Rosing, Hao Zhang
2025 J jnl
lmgame-Bench: How Good are LLMs at Playing Games?
CoRR
Lanxiang Hu, Mingjia Huo, Yuxuan Zhang, Haoyang Yu, Eric P. Xing, Ion Stoica, Tajana Rosing, Haojian Jin, Hao Zhang
2024 — conf
52.5 TOPS/W 1.7GHz Reconfigurable XGBoost Inference Accelerator Based on Modular-Unit-Tree with Dynamic Data and Compute Gating.
CICC
Chang Eun Song, Yidong Li, Amardeep Ramnani, Pulkit Agrawal, Purvi Agrawal, Sung-Joon Jang, Sang-Seol Lee, Tajana Rosing, Mingu Kang
2024 Misc conf
A
CSR
Onat Güngör, Tajana Rosing, Baris Aksanli
2024 — conf
A Robust Framework for Evaluation of Unsupervised Time-Series Anomaly Detection.
ICPR (26)
Onat Güngör, Amanda Rios, Priyanka Mudgal, Nilesh A. Ahuja, Tajana Rosing
2024 J jnl
Abakus: Accelerating
ACM Trans. Archit. Code Optim.
Lingxi Wu, Minxuan Zhou, Weihong Xu, Ashish Venkat, Tajana Rosing, Kevin Skadron
2024 A conf
AttBind: Memory-Efficient Acceleration for Long-Range Attention Using Vector-Derived Symbolic Binding.
DATE
Weihong Xu, Jaeyoung Kang, Tajana Rosing
2024 Misc conf
Demo: A Real Time Question Answering System for Multimodal Sensors using LLMs.
SenSys
Xiaofan Yu, Lanxiang Hu, Benjamin Z. Reichman, Rushil Chandrupatla, Dylan Chu, Xiyuan Zhang, Larry Heck, Tajana Rosing
2024 J jnl
E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning.
CoRR
Le Zhang, Onat Güngör, Flavio Ponzina, Tajana Rosing
2024 B conf
Efficient Host Intrusion Detection using Hyperdimensional Computing.
IEEE Big Data
Yujin Nam, Rachel King, Quinn Burke, Minxuan Zhou, Patrick D. McDaniel, Tajana Rosing
2024 A* conf
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory.
DAC
Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing
2024 J jnl
Efficient Open Modification Spectral Library Searching in High-Dimensional Space with Multi-Level-Cell Memory.
CoRR
Keming Fan, Wei-Chen Chen, Sumukh Pinge, H.-S. Philip Wong, Tajana Rosing
2024 A conf
Efficient Transformer Acceleration via Reconfiguration for Encoder and Decoder Models and Sparsity-Aware Algorithm Mapping.
ISLPED
Chang Eun Song, Ashkan Moradifirouzabadi, Tajana Rosing, Mingu Kang
2024 J jnl
Enhanced Noise-Resilient Pressure Mat System Based on Hyperdimensional Computing.
Sensors
Fatemeh Asgarinejad, Xiaofan Yu, Danlin Jiang, Justin Morris, Tajana Rosing, Baris Aksanli
2024 A conf
Evolve: Enhancing Unsupervised Continual Learning with Multiple Experts.
WACV
Xiaofan Yu, Tajana Rosing, Yunhui Guo
2024 J jnl
FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing.
CoRR
Haichao Yang, Chang Eun Song, Weihong Xu, Behnam Khaleghi, Uday Mallappa, Monil Shah, Keming Fan, Mingu Kang, Tajana Rosing
2024 J jnl
Fast-OverlaPIM: A Fast Overlap-driven Mapping Framework for Processing In-Memory Neural Network Acceleration.
CoRR
Xuan Wang, Minxuan Zhou, Tajana Rosing
2024 A conf
HDXpose: Harnessing Hyperdimensional Computing's Explainability for Adversarial Attacks.
ICCAD
Fatemeh Asgarinejad, Flavio Ponzina, Onat Güngör, Tajana Rosing, Baris Aksanli
2024 J jnl
HPVM-HDC: A Heterogeneous Programming System for Hyperdimensional Computing.
CoRR
Russel Arbore, Xavier Routh, Abdul Rafae Noor, Akash Kothari, Haichao Yang, Weihong Xu, Sumukh Pinge, Minxuan Zhou, Vikram S. Adve, Tajana Rosing
2024 A conf
HygHD: Hyperdimensional Hypergraph Learning.
DATE
Jaeyoung Kang, Youhak Lee, Minxuan Zhou, Weihong Xu, Tajana Rosing
2024 C conf
HyperECG: ECG Signal Inference From Radar With Hyperdimensional Computing.
BIBE
Matilda Gaddi, Flavio Ponzina, Fatemeh Asgarinejad, Baris Aksanli, Tajana Rosing
2024 J jnl
HyperGen: compact and efficient genome sketching using hyperdimensional vectors.
Bioinform.
Weihong Xu, Po-Kai Hsu, Niema Moshiri, Shimeng Yu, Tajana Rosing
2024 B conf
KalmanHD: Robust On-Device Time Series Forecasting with Hyperdimensional Computing.
ASPDAC
Ivannia Gomez Moreno, Xiaofan Yu, Tajana Rosing
2024 J jnl
Lifelong Intelligence Beyond the Edge using Hyperdimensional Computing.
CoRR
Xiaofan Yu, Anthony Thomas, Ivannia Gomez Moreno, Louis Gutierrez, Tajana Rosing
2024 J jnl
MicroHD: An Accuracy-Driven Optimization of Hyperdimensional Computing Algorithms for TinyML systems.
CoRR
Flavio Ponzina, Tajana Rosing
2024 C conf
Multi-Model Inference Composition of Hyperdimensional Computing Ensembles.
ICCD
Flavio Ponzina, Rishikanth Chandrasekaran, Anya Wang, Seiji Minowada, Siddharth Sharma, Tajana Rosing
2024 A conf
Multi-Objective Software-Hardware Co-Optimization for HD-PIM via Noise-Aware Bayesian Optimization.
ICCAD
Chien-Yi Yang, Minxuan Zhou, Flavio Ponzina, Suraj Sathya Prakash, Raid Ayoub, Pietro Mercati, Mahesh Subedar, Tajana Rosing
2024 A conf
MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing.
DATE
Quanling Zhao, Xiaofan Yu, Shengfan Hu, Tajana Rosing
2024 J jnl
Optimized Early Prediction of Business Processes with Hyperdimensional Computing.
Inf.
Fatemeh Asgarinejad, Anthony Thomas, Ryan Hildebrant, Zhenyu Zhang, Shangping Ren, Tajana Rosing, Baris Aksanli
2024 B conf
PIONEER: Highly Efficient and Accurate Hyperdimensional Computing using Learned Projection.
ASPDAC
Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli
2024 B conf
PRIMATE: Processing in Memory Acceleration for Dynamic Token-pruning Transformers.
ASPDAC
Yue Pan, Minxuan Zhou, Chonghan Lee, Zheyu Li, Rishika Kushwah, Vijaykrishnan Narayanan, Tajana Rosing
2024 Misc conf
Poster: Resource-Efficient Environmental Sound Classification Using Hyperdimensional Computing.
SenSys
Run Wang, Shirley Bian, Xiaofan Yu, Quanling Zhao, Le Zhang, Tajana Rosing
2024 J jnl
Private and Efficient Learning With Hyperdimensional Computing.
IEEE Trans. Circuits Syst. Artif. Intell.
Behnam Khaleghi, Xiaofan Yu, Jaeyoung Kang, Xuan Wang, Tajana Rosing
2024 A* conf
RL-PTQ: RL-based Mixed Precision Quantization for Hybrid Vision Transformers.
DAC
Eunji Kwon, Minxuan Zhou, Weihong Xu, Tajana Rosing, Seokhyeong Kang
2024 A conf
ROLDEF: RObust Layered DEFense for Intrusion Detection Against Adversarial Attacks.
DATE
Onat Güngör, Tajana Rosing, Baris Aksanli
2024 — conf
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing.
BioCAS
Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing
2024 J jnl
RapidOMS: FPGA-based Open Modification Spectral Library Searching with HD Computing.
CoRR
Sumukh Pinge, Weihong Xu, Wout Bittremieux, Niema Moshiri, Sang-Woo Jun, Tajana Rosing
2024 Misc conf
Rigorous Evaluation of Machine Learning-Based Intrusion Detection Against Adversarial Attacks.
CSR
Onat Güngör, Elvin Li, Zhengli Shang, Yutong Guo, Jing Chen, Johnathan Davis, Tajana Rosing
2024 A conf
SpecHD: Hyperdimensional Computing Framework for FPGA-Based Mass Spectrometry Clustering.
DATE
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
2024 J jnl
SpecPCM: A Low-power PCM-based In-Memory Computing Accelerator for Full-stack Mass Spectrometry Analysis.
CoRR
Keming Fan, Ashkan Moradifirouzabadi, Xiangjin Wu, Zheyu Li, Flavio Ponzina, Anton Persson, Eric Pop, Tajana Rosing, Mingu Kang
2024 A* conf
SpectraFlux: Harnessing the Flow of Multi-FPGA in Mass Spectrometry Clustering.
DAC
Tianqi Zhang, Neha Prakriya, Sumukh Pinge, Jason Cong, Tajana Rosing
2024 J jnl
The Hitchhiker's Guide to Programming and Optimizing CXL-Based Heterogeneous Systems.
CoRR
Zixuan Wang, Suyash Mahar, Luyi Li, Jangseon Park, Jinpyo Kim, Theodore Michailidis, Yue Pan, Tajana Rosing, Dean M. Tullsen, Steven Swanson, Kyung-Chang Ryoo, Sungjoo Park, Jishen Zhao
2024 J jnl
TrimLLM: Progressive Layer Dropping for Domain-Specific LLMs.
CoRR
Lanxiang Hu, Tajana Rosing, Hao Zhang
2024 A* conf
UFC: A Unified Accelerator for Fully Homomorphic Encryption.
MICRO
Minxuan Zhou, Yujin Nam, Xuan Wang, Youhak Lee, Chris Wilkerson, Raghavan Kumar, Sachin Taneja, Sanu Mathew, Rosario Cammarota, Tajana Rosing
2024 A conf
VisionHD: Towards Efficient and Privacy-Preserved Hyperdimensional Computing for Image Data.
ISLPED
Fatemeh Asgarinejad, Justin Morris, Tajana Rosing, Baris Aksanli
2023 J jnl
Accelerating open modification spectral library searching on tensor core in high-dimensional space.
Bioinform.
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Niema Moshiri, Tajana Rosing
2023 — conf
Adversarial-HD: Hyperdimensional Computing Adversarial Attack Design for Secure Industrial Internet of Things.
CPS-IoT Week Workshops
Onat Güngör, Tajana Rosing, Baris Aksanli
2023 A* conf
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge (Extended Abstract).
IJCAI
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
2023 — conf
An In-Storage Processing Architecture with 3D NAND Heterogeneous Integration for Spectra Open Modification Search.
MEMSYS
Po-Kai Hsu, Weihong Xu, Tajana Rosing, Shimeng Yu
2023 — conf
Analysis of Machine Learning Algorithms for Cyber Attack Detection in SCADA Power Systems.
SmartNets
Mitchell Timken, Onat Güngör, Tajana Rosing, Baris Aksanli
2023 — conf
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks.
IoTDI
Xiaofan Yu, Lucy Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
2023 J jnl
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks.
CoRR
Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
2023 J jnl
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics.
CoRR
Onat Güngör, Tajana Rosing, Baris Aksanli
2023 A conf
Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing.
ISLPED
Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing
2023 — conf
EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices.
NET4us@MobiCom
Alexander Redding, Xiaofan Yu, Shengfan Hu, Pat Pannuto, Tajana Rosing
2023 J jnl
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption.
CoRR
Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing
2023 A conf
FSL-HD: Accelerating Few-Shot Learning on ReRAM using Hyperdimensional Computing.
DATE
Weihong Xu, Jaeyoung Kang, Tajana Rosing
2023 J jnl
Federated Hyperdimensional Computing.
CoRR
Kazim Ergun, Rishikanth Chandrasekaran, Tajana Rosing
2023 — conf
GenoMiX: Accelerated Simultaneous Analysis of Human Genomics, Microbiome Metagenomics, and Viral Sequences.
BioCAS
Tianqi Zhang, Antonio González, Niema Moshiri, Rob Knight, Tajana Rosing
2023 A conf
HD-I-IoT: Hyperdimensional Computing for Resilient Industrial Internet of Things Analytics.
DATE
Onat Güngör, Tajana Rosing, Baris Aksanli
2023 C conf
HyperMetric: Robust Hyperdimensional Computing on Error-prone Memories using Metric Learning.
ICCD
Weihong Xu, Viji Swaminathan, Sumukh Pinge, Sean Fuhrman, Tajana Rosing
2023 J jnl
HyperSpikeASIC: Accelerating Event-Based Workloads With HyperDimensional Computing and Spiking Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Tianqi Zhang, Justin Morris, Kenneth Michael Stewart, Hin Wai Lui, Behnam Khaleghi, Anthony Thomas, Thiago Goncalves-Marback, Baris Aksanli, Emre O. Neftci, Tajana Rosing
2023 A* conf
Lightning Talk: Private and Secure Edge AI with Hyperdimensional Computing.
DAC
Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Güngör, Baris Aksanli, Tajana Rosing
2023 J jnl
M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities.
IEEE J. Biomed. Health Informatics
Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza
2023 C conf
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation.
ACML
Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi R. Iyer
2023 J jnl
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation.
CoRR
Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi Iyer
2023 J jnl
Multi-Label Classification With Hyperdimensional Representations.
IEEE Access
Rishikanth Chandrasekaran, Fatemeh Asgareinjad, Justin Morris, Tajana Rosing
2023 A conf
OverlaPIM: Overlap Optimization for Processing In-Memory Neural Network Acceleration.
DATE
Minxuan Zhou, Xuan Wang, Tajana Rosing
2023 — conf
Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing.
IPSN
Quanling Zhao, Xiaofan Yu, Tajana Rosing
2023 J jnl
Proxima: Near-storage Acceleration for Graph-based Approximate Nearest Neighbor Search in 3D NAND.
CoRR
Weihong Xu, Junwei Chen, Po-Kai Hsu, Jaeyoung Kang, Minxuan Zhou, Sumukh Pinge, Shimeng Yu, Tajana Rosing
2023 — conf
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge.
CVPR Workshops
Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing
2023 J jnl
SpecHD: Hyperdimensional Computing Framework for FPGA-based Mass Spectrometry Clustering.
CoRR
Sumukh Pinge, Weihong Xu, Jaeyoung Kang, Tianqi Zhang, Niema Moshiri, Wout Bittremieux, Tajana Rosing
2022 A* conf
A Theoretical Perspective on Hyperdimensional Computing (Extended Abstract).
IJCAI
Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing
2022 A* conf
A near-storage framework for boosted data preprocessing of mass spectrum clustering.
DAC
Weihong Xu, Jaeyoung Kang, Tajana Rosing
2022 A conf
Algorithm-Hardware Co-Design for Efficient Brain-Inspired Hyperdimensional Learning on Edge.
DATE
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
2022 — conf
DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense.
IEEE SENSORS
Onat Güngör, Tajana Rosing, Baris Aksanli
2022 J jnl
DOWELL: Diversity-Induced Optimally Weighted Ensemble Learner for Predictive Maintenance of Industrial Internet of Things Devices.
IEEE Internet Things J.
Onat Güngör, Tajana Rosing, Baris Aksanli
2022 — conf
FAST: FPGA-based Acceleration of Genomic Sequence Trimming.
BioCAS
Behnam Khaleghi, Tianqi Zhang, Niya Shao, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Niema Moshiri, Tajana Rosing
2022 A* conf
FHDnn: communication efficient and robust federated learning for AIoT networks.
DAC
Rishikanth Chandrasekaran, Kazim Ergun, Jihyun Lee, Dhanush Nanjunda, Jaeyoung Kang, Tajana Rosing
2022 A* conf
FedHD: federated learning with hyperdimensional computing.
MobiCom
Quanling Zhao, Kai Lee, Jeffrey Liu, Muhammad Huzaifa, Xiaofan Yu, Tajana Rosing
2022 A* conf
GENERIC: highly efficient learning engine on edge using hyperdimensional computing.
DAC
Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing
2022 — conf
HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction.
ACM Great Lakes Symposium on VLSI
Arpan Dutta, Saransh Gupta, Behnam Khaleghi, Rishikanth Chandrasekaran, Weihong Xu, Tajana Rosing
2022 A conf
HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks.
DATE
Justin Morris, Hin Wai Lui, Kenneth Michael Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci, Tajana Rosing
2022 J jnl
Locality-Based Encoder and Model Quantization for Efficient Hyper-Dimensional Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Justin Morris, Roshan Fernando, Yilun Hao, Mohsen Imani, Baris Aksanli, Tajana Rosing
2022 B conf
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing.
PACT
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
2022 J jnl
Massively Parallel Open Modification Spectral Library Searching with Hyperdimensional Computing.
CoRR
Jaeyoung Kang, Weihong Xu, Wout Bittremieux, Tajana Rosing
2022 J jnl
MemFHE: End-to-End Computing with Fully Homomorphic Encryption in Memory.
CoRR
Saransh Gupta, Rosario Cammarota, Tajana Rosing
2022 J jnl
NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD.
ACM Trans. Reconfigurable Technol. Syst.
Sahand Salamat, Hui Zhang, Yang-Seok Ki, Tajana Rosing
2022 A conf
Online Performance and Power Prediction for Edge TPU via Comprehensive Characterization.
DATE
Yang Ni, Yeseong Kim, Tajana Rosing, Mohsen Imani
2022 J jnl
OpenHD: A GPU-Powered Framework for Hyperdimensional Computing.
IEEE Trans. Computers
Jaeyoung Kang, Behnam Khaleghi, Tajana Rosing, Yeseong Kim
2022 A conf
PIMProf: An Automated Program Profiler for Processing-in-Memory Offloading Decisions.
DATE
Yizhou Wei, Minxuan Zhou, Sihang Liu, Korakit Seemakhupt, Tajana Rosing, Samira Manabi Khan
2022 A* conf
PatterNet: explore and exploit filter patterns for efficient deep neural networks.
DAC
Behnam Khaleghi, Uday Mallappa, Duygu Yaldiz, Haichao Yang, Monil Shah, Jaeyoung Kang, Tajana Rosing
2022 J jnl
RAPIDx: High-performance ReRAM Processing in-Memory Accelerator for Sequence Alignment.
CoRR
Weihong Xu, Saransh Gupta, Niema Moshiri, Tajana Rosing
2022 J jnl
RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing.
CoRR
Onat Güngör, Tajana Rosing, Baris Aksanli
2022 J jnl
Reinforcement learning based reliability-aware routing in IoT networks.
Ad Hoc Networks
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
2022 C conf
RelHD: A Graph-based Learning on FeFET with Hyperdimensional Computing.
ICCD
Jaeyoung Kang, Minxuan Zhou, Abhinav Bhansali, Weihong Xu, Anthony Thomas, Tajana Rosing
2022 A conf
Remote Sensing with UAV and Mobile Recharging Vehicle Rendezvous.
DATE
Michael H. Ostertag, Jason Ma, Tajana Rosing
2022 — conf
SALIENT: Ultra-Fast FPGA-based Short Read Alignment.
FPT
Behnam Khaleghi, Tianqi Zhang, Cameron Martino, George Armstrong, Ameen Akel, Ken Curewitz, Justin Eno, Sean Eilert, Rob Knight, Niema Moshiri, Tajana Rosing
2022 J jnl
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge.
CoRR
Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing
2022 J jnl
STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance.
Comput. Ind.
Onat Güngör, Tajana Rosing, Baris Aksanli
2022 — conf
Self-Train: Self-Supervised On-Device Training for Post-Deployment Adaptation.
SmartIoT
Jinhao Liu, Xiaofan Yu, Tajana Rosing
2022 J jnl
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing.
CoRR
Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing
2022 C conf
TermiNETor: Early Convolution Termination for Efficient Deep Neural Networks.
ICCD
Uday Mallappa, Pranav Gangwar, Behnam Khaleghi, Haichao Yang, Tajana Rosing
2022 J jnl
Trajectory Planning and Optimization for Minimizing Uncertainty in Persistent Monitoring Applications.
J. Intell. Robotic Syst.
Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing
2022 A* conf
TransPIM: A Memory-based Acceleration via Software-Hardware Co-Design for Transformer.
HPCA
Minxuan Zhou, Weihong Xu, Jaeyoung Kang, Tajana Rosing
2022 — conf
XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training.
ASP-DAC
Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing
2022 — conf
ns3-fl: Simulating Federated Learning with ns-3.
WNS3
Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing
2021 J jnl
A Theoretical Perspective on Hyperdimensional Computing.
J. Artif. Intell. Res.
Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing
2021 C conf
AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing.
ICCD
Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, Tajana Rosing
2021 — conf
Attention State Classification with In-Ear EEG.
BioCAS
Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs
2021 — conf
CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement.
IEEE SENSORS
Onat Güngör, Tajana Rosing, Baris Aksanli
2021 — conf
DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures.
ASP-DAC
Minxuan Zhou, Mohsen Imani, Yeseong Kim, Saransh Gupta, Tajana Rosing
2021 — conf
ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data.
IEEE SENSORS
Onat Güngör, Tajana Rosing, Baris Aksanli
2021 — conf
Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems.
ASP-DAC
Kazim Ergun, Raid Ayoub, Pietro Mercati, Dancheng Liu, Tajana Rosing
2021 A conf
FPGA Acceleration of Protein Back-Translation and Alignment.
DATE
Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing
2021 A conf
FPRA: A Fine-grained Parallel RRAM Architecture.
ISLPED
Xiao Liu, Minxuan Zhou, Rachata Ausavarungnirun, Sean Eilert, Ameen Akel, Tajana Rosing, Vijaykrishnan Narayanan, Jishen Zhao
2021 — conf
Frequency-aware Trajectory and Power Control for Multi-UAV Systems.
INFOCOM Workshops
Jason Ma, Michael H. Ostertag, Dinesh Bharadia, Tajana Rosing
2021 A conf
HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing.
DATE
Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing
2021 A conf
HyGraph: Accelerating Graph Processing with Hybrid Memory-centric Computing.
DATE
Minxuan Zhou, Muzhou Li, Mohsen Imani, Tajana Rosing
2021 — conf
HyperRec: Efficient Recommender Systems with Hyperdimensional Computing.
ASP-DAC
Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing
2021 — conf
Improving Mean Time to Failure of IoT Networks with Reliability-Aware Routing.
MECO
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
2021 — conf
MACcelerator: Approximate Arithmetic Unit for Computational Acceleration.
ISQED
Alice Sokolova, Mohsen Imani, Andrew Huang, Ricardo Garcia, Justin Morris, Tajana Rosing, Baris Aksanli
2021 A* conf
MAT: Processing In-Memory Acceleration for Long-Sequence Attention.
DAC
Minxuan Zhou, Yunhui Guo, Weihong Xu, Bin Li, Kevin W. Eliceiri, Tajana Rosing
2021 A conf
NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD.
FPGA
Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang-Seok Ki, Tajana Rosing
2021 — conf
OPELRUL: OPtimally Weighted Ensemble Learner for Remaining Useful Life Prediction.
ICPHM
Onat Güngör, Tajana Rosing, Baris Aksanli
2021 B conf
PIM-DL: Boosting DNN Inference on Digital Processing In-Memory Architectures via Data Layout Optimizations.
PACT
Minxuan Zhou, Guoyang Chen, Mohsen Imani, Saransh Gupta, Weifeng Zhang, Tajana Rosing
2021 — conf
Residue-Net: Multiplication-free Neural Network by In-situ No-loss Migration to Residue Number Systems.
ASP-DAC
Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing
2021 A* conf
Revisiting HyperDimensional Learning for FPGA and Low-Power Architectures.
HPCA
Mohsen Imani, Zhuowen Zou, Samuel Bosch, Sanjay Anantha Rao, Sahand Salamat, Venkatesh Kumar, Yeseong Kim, Tajana Rosing
2021 C conf
Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing.
ICCD
Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, Tajana Rosing
2021 A conf
TruLook: A Framework for Configurable GPU Approximation.
DATE
Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani
2021 B conf
Ultra Efficient Acceleration for De Novo Genome Assembly via Near-Memory Computing.
PACT
Minxuan Zhou, Lingxi Wu, Muzhou Li, Niema Moshiri, Kevin Skadron, Tajana Rosing
2020 — conf
A Broader Study of Cross-Domain Few-Shot Learning.
ECCV (27)
Yunhui Guo, Noel Codella, Leonid Karlinsky, James V. Codella, John R. Smith, Kate Saenko, Tajana Rosing, Rogério Feris
2020 J jnl
Accelerating Hyperdimensional Computing on FPGAs by Exploiting Computational Reuse.
IEEE Trans. Computers
Sahand Salamat, Mohsen Imani, Tajana Rosing
2020 A* conf
AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning.
AAAI
Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing
2020 A* conf
DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory.
MICRO
Mohsen Imani, Saikishan Pampana, Saransh Gupta, Minxuan Zhou, Yeseong Kim, Tajana Rosing
2020 J jnl
Data Reuse for Accelerated Approximate Warps.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing
2020 — conf
Deep Learning Acceleration using Digital-Based Processing In-Memory.
SoCC
Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing
2020 A* conf
Deep Learning Acceleration with Neuron-to-Memory Transformation.
HPCA
Mohsen Imani, Mohammad Samragh Razlighi, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing
2020 — conf
Detection of Epileptic Seizures from Surface EEG Using Hyperdimensional Computing.
EMBC
Fatemeh Asgarinejad, Anthony Thomas, Tajana Rosing
2020 J jnl
Efficient Associative Search in Brain-Inspired Hyperdimensional Computing.
IEEE Des. Test
Mohsen Imani, Justin Morris, Helen Shu, Shou Li, Tajana Rosing
2020 — conf
Efficient Distributed Training in Heterogeneous Mobile Networks with Active Sampling.
MSN
Yunhui Guo, Xiaofan Yu, Kamalika Chaudhuri, Tajana Rosing
2020 A conf
Efficient Training on Edge Devices Using Online Quantization.
DATE
Michael H. Ostertag, Sara A. Al-Doweesh, Tajana Rosing
2020 J jnl
FPGA Acceleration of Sequence Alignment: A Survey.
CoRR
Sahand Salamat, Tajana Rosing
2020 A conf
GenieHD: Efficient DNA Pattern Matching Accelerator Using Hyperdimensional Computing.
DATE
Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing
2020 A* conf
Improved Schemes for Episodic Memory-based Lifelong Learning.
NeurIPS
Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing
2020 C conf
Multi-label HD Classification in 3D Flash.
VLSI-SOC
Justin Morris, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing
2020 A* conf
Prive-HD: Privacy-Preserved Hyperdimensional Computing.
DAC
Behnam Khaleghi, Mohsen Imani, Tajana Rosing
2020 J jnl
Prive-HD: Privacy-Preserved Hyperdimensional Computing.
CoRR
Behnam Khaleghi, Mohsen Imani, Tajana Rosing
2020 J jnl
QuantHD: A Quantization Framework for Hyperdimensional Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mohsen Imani, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing
2020 — conf
RelIoT: Reliability Simulator for IoT Networks.
ICIOT
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
2020 A conf
SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing.
DATE
Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, Tajana Rosing
2020 A conf
SHEAR
ISLPED
Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing
2020 J jnl
SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold Approximation.
CoRR
Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing
2020 J jnl
SearcHD: A Memory-Centric Hyperdimensional Computing With Stochastic Training.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael T. Niemier, Xiaobo Sharon Hu, Tajana Rosing
2020 — conf
Simulating Reliability of IoT Networks with RelIoT.
DSN (Supplements)
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
2020 J jnl
Theoretical Foundations of Hyperdimensional Computing.
CoRR
Anthony Thomas, Sanjoy Dasgupta, Tajana Rosing
2019 A conf
A Binary Learning Framework for Hyperdimensional Computing.
DATE
Mohsen Imani, John Messerly, Fan Wu, Wang Pi, Tajana Rosing
2019 B conf
A Framework for Collaborative Learning in Secure High-Dimensional Space.
CLOUD
Mohsen Imani, Yeseong Kim, M. Sadegh Riazi, John Messerly, Patric Liu, Farinaz Koushanfar, Tajana Rosing
2019 J jnl
A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning.
CoRR
Yunhui Guo, Noel C. F. Codella, Leonid Karlinsky, John R. Smith, Tajana Rosing, Rogério Schmidt Feris
2019 — conf
ALook: adaptive lookup for GPGPU acceleration.
ASP-DAC
Daniel Peroni, Mohsen Imani, Tajana Rosing
2019 A* conf
ARGA: Approximate Reuse for GPGPU Acceleration.
DAC
Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil D. Dutt, Tajana Rosing
2019 J jnl
AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning.
CoRR
Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing
2019 — conf
AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing.
BioCAS
Mohsen Imani, Justin Morris, Samuel Bosch, Helen Shu, Giovanni De Micheli, Tajana Rosing
2019 A conf
Application Performance Prediction and Optimization Under Cache Allocation Technology.
DATE
Yeseong Kim, Ankit More, Emily Shriver, Tajana Rosing
2019 A* conf
ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control.
DAC
Mohsen Imani, Alice Sokolova, Ricardo Garcia, Andrew Huang, Fan Wu, Baris Aksanli, Tajana Rosing
2019 A* conf
BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing.
DAC
Mohsen Imani, Justin Morris, John Messerly, Helen Shu, Yaobang Deng, Tajana Rosing
2019 A conf
CADE: Configurable Approximate Divider for Energy Efficiency.
DATE
Mohsen Imani, Ricardo Garcia, Andrew Huang, Tajana Rosing
2019 A conf
CompHD: Efficient Hyperdimensional Computing Using Model Compression.
ISLPED
Justin Morris, Mohsen Imani, Samuel Bosch, Anthony Thomas, Helen Shu, Tajana Rosing
2019 A* conf
Depthwise Convolution Is All You Need for Learning Multiple Visual Domains.
AAAI
Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing
2019 J jnl
Depthwise Convolution is All You Need for Learning Multiple Visual Domains.
CoRR
Yunhui Guo, Yandong Li, Rogério Schmidt Feris, Liqiang Wang, Tajana Rosing
2019 — conf
Digital-based processing in-memory: a highly-parallel accelerator for data intensive applications.
MEMSYS
Mohsen Imani, Saransh Gupta, Tajana Rosing
2019 — conf
DigitalPIM: Digital-based Processing In-Memory for Big Data Acceleration.
ACM Great Lakes Symposium on VLSI
Mohsen Imani, Saransh Gupta, Yeseong Kim, Minxuan Zhou, Tajana Rosing
2019 C conf
Dynamic Optimization of Battery Health in IoT Networks.
ICCD
Kazim Ergun, Raid Ayoub, Pietro Mercati, Tajana Rosing
2019 — conf
Efficient Sparse Processing in Smart Home Applications.
SenSys-ML
Rishikanth Chandrasekaran, Yunhui Guo, Anthony Thomas, Massimiliano Menarini, Michael H. Ostertag, Yeseong Kim, Tajana Rosing
2019 — conf
Exploring Processing In-Memory for Different Technologies.
ACM Great Lakes Symposium on VLSI
Saransh Gupta, Mohsen Imani, Tajana Rosing
2019 A conf
F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing.
FPGA
Sahand Salamat, Mohsen Imani, Behnam Khaleghi, Tajana Rosing
2019 — conf
FACH: FPGA-based acceleration of hyperdimensional computing by reducing computational complexity.
ASP-DAC
Mohsen Imani, Sahand Salamat, Saransh Gupta, Jiani Huang, Tajana Rosing
2019 C conf
FPGA Energy Efficiency by Leveraging Thermal Margin.
ICCD
Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing
2019 J jnl
FPGA Energy Efficiency by Leveraging Thermal Margin.
CoRR
Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing
2019 A* conf
FloatPIM: in-memory acceleration of deep neural network training with high precision.
ISCA
Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing
2019 — conf
GRAM: graph processing in a ReRAM-based computational memory.
ASP-DAC
Minxuan Zhou, Mohsen Imani, Saransh Gupta, Yeseong Kim, Tajana Rosing
2019 A conf
HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing.
DATE
Mohsen Imani, Yeseong Kim, Thomas Worley, Saransh Gupta, Tajana Rosing
2019 J jnl
Hardware-Software Co-design to Accelerate Neural Network Applications.
ACM J. Emerg. Technol. Comput. Syst.
Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing
2019 J jnl
Learning with Long-term Remembering: Following the Lead of Mixed Stochastic Gradient.
CoRR
Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing
2019 — conf
MAPIM: Mat Parallelism for High Performance Processing in Non-volatile Memory Architecture.
ISQED
Joonseop Sim, Minsu Kim, Yeseong Kim, Saransh Gupta, Behnam Khaleghi, Tajana Rosing
2019 A conf
RAPID: A ReRAM Processing in-Memory Architecture for DNA Sequence Alignment.
ISLPED
Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, Tajana Rosing
2019 C conf
Robust Velocity Control for Minimum Steady State Uncertainty in Persistent Monitoring Applications.
ACC
Michael H. Ostertag, Nikolay Atanasov, Tajana Rosing
2019 A conf
SemiHD: Semi-Supervised Learning Using Hyperdimensional Computing.
ICCAD
Mohsen Imani, Samuel Bosch, Mojan Javaheripi, Bita Darvish Rouhani, Xinyu Wu, Farinaz Koushanfar, Tajana Rosing
2019 Misc conf
SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing.
FCCM
Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, Tajana Rosing
2019 A* conf
SpotTune: Transfer Learning Through Adaptive Fine-Tuning.
CVPR
Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogério Schmidt Feris
2019 A* conf
Thermal-Aware Design and Management for Search-based In-Memory Acceleration.
DAC
Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing
2019 — conf
UPIM: Unipolar Switching Logic for High Density Processing-in-Memory Applications.
ACM Great Lakes Symposium on VLSI
Joonseop Sim, Saransh Gupta, Mohsen Imani, Yeseong Kim, Tajana Rosing
2019 A conf
Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms.
ICCAD
Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing
2019 J jnl
Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms.
CoRR
Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing
2018 — conf
CANNA: Neural network acceleration using configurable approximation on GPGPU.
ASP-DAC
Mohsen Imani, Max Masich, Daniel Peroni, Pushen Wang, Tajana Rosing
2018 — conf
Deep neural network acceleration framework under hardware uncertainty.
ISQED
Mohsen Imani, Pushen Wang, Tajana Rosing
2018 A conf
FELIX: fast and energy-efficient logic in memory.
ICCAD
Saransh Gupta, Mohsen Imani, Tajana Rosing
2018 A conf
GAS: A Heterogeneous Memory Architecture for Graph Processing.
ISLPED
Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing
2018 A conf
GenPIM: Generalized processing in-memory to accelerate data intensive applications.
DATE
Mohsen Imani, Saransh Gupta, Tajana Rosing
2018 — conf
HDNA: Energy-efficient DNA sequencing using hyperdimensional computing.
BHI
Mohsen Imani, Tarek Nassar, Abbas Rahimi, Tajana Rosing
2018 A* conf
Hierarchical hyperdimensional computing for energy efficient classification.
DAC
Mohsen Imani, Chenyu Huang, Deqian Kong, Tajana Rosing
2018 — conf
LUPIS: Latch-up based ultra efficient processing in-memory system.
ISQED
Joonseop Sim, Mohsen Imani, Woojin Choi, Yeseong Kim, Tajana Rosing
2018 J jnl
Nvalt: Nonvolatile Approximate Lookup Table for GPU Acceleration.
IEEE Embed. Syst. Lett.
Mohsen Imani, Daniel Peroni, Tajana Rosing
2018 — conf
Program acceleration using nearest distance associative search.
ISQED
Mohsen Imani, Daniel Peroni, Tajana Rosing
2018 J jnl
RAPIDNN: In-Memory Deep Neural Network Acceleration Framework.
CoRR
Mohsen Imani, Mohammad Samragh, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing
2018 A conf
RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing.
ISLPED
Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing
2018 — conf
RNSnet: In-Memory Neural Network Acceleration Using Residue Number System.
ICRC
Sahand Salamat, Mohsen Imani, Saransh Gupta, Tajana Rosing
2018 J jnl
SpotTune: Transfer Learning through Adaptive Fine-tuning.
CoRR
Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogério Schmidt Feris
2017 — conf
CAP: Configurable resistive associative processor for near-data computing.
ISQED
Mohsen Imani, Tajana Rosing
2017 A* conf
CFPU: Configurable Floating Point Multiplier for Energy-Efficient Computing.
DAC
Mohsen Imani, Daniel Peroni, Tajana Rosing
2017 A conf
Efficient neural network acceleration on GPGPU using content addressable memory.
DATE
Mohsen Imani, Daniel Peroni, Yeseong Kim, Abbas Rahimi, Tajana Rosing
2017 A conf
Efficient query processing in crossbar memory.
ISLPED
Mohsen Imani, Saransh Gupta, Atl Arredondo, Tajana Rosing
2017 C conf
Enabling efficient system design using vertical nanowire transistor current mode logic.
VLSI-SoC
Joonseop Sim, Mohsen Imani, Yeseong Kim, Tajana Rosing
2017 A* conf
Exploring Hyperdimensional Associative Memory.
HPCA
Mohsen Imani, Abbas Rahimi, Deqian Kong, Tajana Rosing, Jan M. Rabaey
2017 A conf
LookNN: Neural network with no multiplication.
DATE
Mohammad Samragh Razlighi, Mohsen Imani, Farinaz Koushanfar, Tajana Rosing
2017 J jnl
Low-Power Sparse Hyperdimensional Encoder for Language Recognition.
IEEE Des. Test
Mohsen Imani, John Hwang, Tajana Rosing, Abbas Rahimi, Jan M. Rabaey
2017 — conf
MPIM: Multi-purpose in-memory processing using configurable resistive memory.
ASP-DAC
Mohsen Imani, Yeseong Kim, Tajana Rosing
2017 — conf
NNgine: Ultra-Efficient Nearest Neighbor Accelerator Based on In-Memory Computing.
ICRC
Mohsen Imani, Yeseong Kim, Tajana Rosing
2017 A conf
ORCHARD: Visual object recognition accelerator based on approximate in-memory processing.
ICCAD
Yeseong Kim, Mohsen Imani, Tajana Rosing
2017 A conf
P
ICCAD
Yeseong Kim, Pietro Mercati, Ankit More, Emily Shriver, Tajana Rosing
2017 A* conf
Ultra-Efficient Processing In-Memory for Data Intensive Applications.
DAC
Mohsen Imani, Saransh Gupta, Tajana Rosing
2017 — conf
VoiceHD: Hyperdimensional Computing for Efficient Speech Recognition.
ICRC
Mohsen Imani, Deqian Kong, Abbas Rahimi, Tajana Rosing
2016 — conf
A low-power hybrid magnetic cache architecture exploiting narrow-width values.
NVMSA
Mohsen Imani, Abbas Rahimi, Yeseong Kim, Tajana Rosing
2016 A conf
ACAM: Approximate Computing Based on Adaptive Associative Memory with Online Learning.
ISLPED
Mohsen Imani, Yeseong Kim, Abbas Rahimi, Tajana Rosing
2016 — conf
Processing Acceleration with Resistive Memory-based Computation.
MEMSYS
Mohsen Imani, Yan Cheng, Tajana Rosing
2016 — conf
ReMAM: Low energy Resistive Multi-stage Associative Memory for energy efficient computing.
ISQED
Mohsen Imani, Pietro Mercati, Tajana Rosing
2015 — conf
Accurate emulation of fast optical circuit switches.
ICC
Henrique Rodrigues, Richard D. Strong, Tajana Rosing
2015 J jnl
BLAST: Battery Lifetime-constrained Adaptation with Selected Target in Mobile Devices.
EAI Endorsed Trans. Energy Web
Pietro Mercati, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch, Tajana Rosing
2015 — conf
Minimizing the effects of data centers on microgrid stability.
IGSC
Baris Aksanli, Alper Sinan Akyurek, Tajana Rosing
2014 C conf
A Proactive Customer-Aware Resource Allocation Approach for Data Centers.
ISPA
Filippo Seracini, Xiang Zhang, Tajana Rosing, Ingolf Krüger
2014 A conf
Providing regulation services and managing data center peak power budgets.
DATE
Baris Aksanli, Tajana Rosing
2014 — conf
Traffic Optimization in Multi-layered WANs Using SDN.
Hot Interconnects
Henrique Rodrigues, Inder Monga, Abhinava Sadasivarao, Sharfuddin Syed, Chin Guok, Eric Pouyoul, Chris Liou, Tajana Rosing
2013 C conf
A comprehensive approach to reduce the energy cost of network of datacenters.
ISCC
Baris Aksanli, Jagannathan Venkatesh, Tajana Rosing, Inder Monga
2013 B conf
Architecting Efficient Peak Power Shaving Using Batteries in Data Centers.
MASCOTS
Baris Aksanli, Eddie Pettis, Tajana Rosing
2013 — conf
Distributed battery control for peak power shaving in datacenters.
IGCC
Baris Aksanli, Tajana Rosing, Eddie Pettis
2013 — conf
Green web services: Improving energy efficiency in data centers via workload predictions.
GREENS
Massimiliano Menarini, Filippo Seracini, Xiang Zhang, Tajana Rosing, Ingolf Krüger
2013 A* conf
Integrating microsecond circuit switching into the data center.
SIGCOMM
George Porter, Richard D. Strong, Nathan Farrington, Alex Forencich, Pang-Chen Sun, Tajana Rosing, Yeshaiahu Fainman, George Papen, Amin Vahdat
2013 — conf
On potential design impacts of electromigration awareness.
ASP-DAC
Andrew B. Kahng, Siddhartha Nath, Tajana Rosing
2013 — conf
Optimal battery configuration in a residential home with time-of-use pricing.
SmartGridComm
Baris Aksanli, Tajana Rosing
2012 — conf
Context-Aware Mobile Power Management Using Fuzzy Inference as a Service.
MobiCASE
Mohammad Moghimi, Jagannathan Venkatesh, Piero Zappi, Tajana Rosing
2012 A* conf
JETC: Joint energy thermal and cooling management for memory and CPU subsystems in servers.
HPCA
Raid Zuhair Ayoub, Rajib Nath, Tajana Rosing
2012 A conf
TAP: token-based adaptive power gating.
ISLPED
Andrew B. Kahng, Seokhyeong Kang, Tajana Rosing, Richard D. Strong
2011 — conf
Energy efficient computing in large scale systems.
CICC
Tajana Rosing
2011 A conf
OS-level power minimization under tight performance constraints in general purpose systems.
ISLPED
Raid Zuhair Ayoub, Ümit Y. Ogras, Eugene Gorbatov, Yanqin Jin, Timothy Kam, Paul Diefenbaugh, Tajana Rosing
2011 — conf
Utilizing green energy prediction to schedule mixed batch and service jobs in data centers.
HotPower@SOSP
Baris Aksanli, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing
2011 J jnl
Utilizing green energy prediction to schedule mixed batch and service jobs in data centers.
ACM SIGOPS Oper. Syst. Rev.
Baris Aksanli, Jagannathan Venkatesh, Liuyi Eric Zhang, Tajana Rosing
2010 A* conf
A system for online power prediction in virtualized environments using Gaussian mixture models.
DAC
Gaurav Dhiman, Kresimir Mihic, Tajana Rosing
2010 — conf
DynAGreen: hierarchical dynamic energy efficient task assignment for wireless healthcare systems.
BODYNETS
Priti Aghera, Dilip Krishnaswamy, Tajana Rosing
2010 A conf
DynAHeal: Dynamic energy efficient task assignment for wireless healthcare systems.
DATE
Priti Aghera, Dilip Krishnaswamy, Diana Fang, Ayse K. Coskun, Tajana Rosing
2010 A conf
Dynamic workload characterization for power efficient scheduling on CMP systems.
ISLPED
Gaurav Dhiman, Vasileios Kontorinis, Dean M. Tullsen, Tajana Rosing, Eric Saxe, Jonathan Chew
2010 J jnl
vGreen: A System for Energy-Efficient Management of Virtual Machines.
ACM Trans. Design Autom. Electr. Syst.
Gaurav Dhiman, Giacomo Marchetti, Tajana Rosing
2009 A* conf
PDRAM: a hybrid PRAM and DRAM main memory system.
DAC
Gaurav Dhiman, Raid Zuhair Ayoub, Tajana Rosing
2009 A conf
vGreen: a system for energy efficient computing in virtualized environments.
ISLPED
Gaurav Dhiman, Giacomo Marchetti, Tajana Rosing