Prof. Rosing's team publishes in a number of different venues, such as:

1. [IOT] [ML] 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”, ACM/IEEE International Conference on Internet of Things Design and Implementation (IoTDI), 2023.

2. [ML] Xiaofan Yu, Yunhui Guo, Sicun Gao, Tajana Rosing “SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge”, The 4th CVPR Workshop on Continual Learning (CLVision), 2023.

3. [HD] [IOT] [ML] Quanling Zhao, Xiaofan Yu, Tajana Rosing “Poster Abstract: Attentive Multimodal Learning on Sensor Data using Hyperdimensional Computing”, ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2023

4. [HD] [ML] Xiaofan Yu, Minxuan Zhou, Fatemeh Asgarinejad, Onat Gungor, Baris Aksanli, Tajana Rosing “Lightning Talk: Private and Secure Learning at the Edge with Hyperdimensional Computing”, IEEE/ACM Design Automation Conference (DAC), 2023

5. [HD] [IOT] Alexander Redding, Xiaofan Yu, Shengfan Hu, Pat Pannuto, Tajana Rosing “EmbHD: A Library for Hyperdimensional Computing Research on MCU-Class Devices”, The 2nd MobiCom Workshop on Networked Sensing Systems for a Sustainable Society (NET4us), 2023

6. [IOT] Michael H. Ostertag, Jason Ma, Tajana Rosing “Remote Sensing with UAV and Mobile Recharging Vehicle Rendezvous”, 2022 Design, Automation, and Test in Europe (DATE) Conference

7. [HD PIM] Arpan Dutta, Saransh Gupta, Behnam Khaleghi, RishiKanth Chandrasekaran, Weihong Xu, Tajana Rosing “HDnn-PIM: Efficient in Memory Design of Hyperdimensional Computing with Feature Extraction”, GLSVLSI, 2022

8. [ML] 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”, Design Automation Conference (DAC), 2022

9. [HD] Behnam Khaleghi, Jaeyoung Kang, Hanyang Xu, Justin Morris, Tajana Rosing “GENERIC: Highly Efficient Learning Engine on Edge using Hyperdimensional Computing”, Design Automation Conference (DAC), 2022

10. [HD] Justin Morris, Hin Wai Lui, Kenneth Stewart, Behnam Khaleghi, Anthony Thomas, Thiago Marback, Baris Aksanli, Emre Neftci Tajana Rosing “HyperSpike: HyperDimensional Computing for More Efficient and Robust Spiking Neural Networks”, Design Automation and Test in Europe (DATE), 2022

11. [HD] Jaeyoung Kang, Behnam Khaleghi, Yeseong Kim, Tajana Rosing “XCelHD: An Efficient GPU-Powered Hyperdimensional Computing with Parallelized Training”, ASP-DAC, 2022

12. [IOT] [ML] Emily Ekaireb, Xiaofan Yu, Kazim Ergun, Quanling Zhao, Kai Lee, Muhammad Huzaifa, Tajana Rosing “ns3-fl: Simulating Federated Learning with ns-3”, The workshop on ns-3 (WNS3), 2022

13. [IOT] [ML] Jinhao Liu, Xiaofan Yu, Tajana Rosing “Self-Train: Self-Supervised On-Device Training for Post-Deployment Adaptation”, IEEE International Conference on Smart Internet of Things (SmartIoT), 2022

14. [IOT] [ML] Onat Gungor, Tajana Rosing, Baris Aksanli “DENSE-DEFENSE: Diversity Promoting Ensemble Adversarial Training Towards Effective Defense”, IEEE Sensors 2022

15. [HD] [IOT] [ML] Quanling Zhao, Kai Lee, Jeffrey Liu, Muhammad Huzaifa, Xiaofan Yu, Tajana Rosing “FedHD: Federated Learning with Hyperdimensional Computing”, The 28th Annual International Conference On Mobile Computing And Networking (MobiCom), Demo, 2022

16. [ML] Sahand Salamat, Sumiran Shubhi, Behnam Khaleghi, Tajana Rosing “Residue-Net: Multiplication-free Neural Network by In-situ, No-loss Migration to Residue Number Systems”, 26th Asia and South Pacific Design Automation Conference (ASP-DAC), 2021

17. [HD] Yunhui Guo, Mohsen Imani, Jaeyoung Kang, Sahand Salamat, Justin Morris, Baris Aksanli, Yeseong Kim, Tajana Rosing “HyperRec: Efficient Recommender Systems with Hyperdimensional Computing”, 26th Asia and South Pacific Design Automation Conference (ASP-DAC), 2021

18. [PIM] Minxuan Zhou, Mohsen Imani, Yeseong Kim, Saransh Gupta, Tajana Rosing “DP-Sim: A Full-stack Simulation Infrastructure for Digital Processing In-Memory Architectures”, 26th Asia and South Pacific Design Automation Conference (ASP-DAC), 2021

19. [IOT] Kazim Ergun, Raid Ayoub, Pietro Mercati, Dan Liu, Tajana Rosing “Energy and QoS-Aware Dynamic Reliability Management of IoT Edge Computing Systems”, 26th Asia and South Pacific Design Automation Conference (ASP-DAC), 2021

20. [HD] Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing “HyDREA: Towards More Robust and Efficient Machine Learning Systems with Hyperdimensional Computing”, IEEE Design, Automation, and Test in Europe Conference (DATE) 2021

21. [IOT] [ML] Onat Gungor, Tajana Rosing, Baris Aksanli “OPELRUL: Optimally Weighted Ensemble Learner for Remaining Useful Life Prediction”, IEEE International Conference on Prognostics and Health Management, 2021

22. [Energy] Sahand Salamat, Armin Haj Aboutalebi, Behnam Khaleghi, Joo Hwan Lee, Yang Seok Ki, Tajana Rosing “NASCENT: Near-Storage Acceleration of Database Sort on SmartSSD”, International Symposium on Field-Programmable Gate Arrays (FPGA), 2021.

23. [HD] 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”, 2021 IEEE International Symposium on High-Performance Computer Architecture

24. [IOT] Xiaofan Yu, Weihong Xu, Ludmila Cherkasova, Tajana Šimunić Rosing. “Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks”, International Conference on Network and Service Management (CNSM), 2021. (Best Paper Award)

25. [IOT] Onat Gungor, Tajana Rosing, Baris Aksanli “CAHEROS: Constraint-Aware HEuristic Approach for RObust Sensor Placement”, IEEE SENSORS 2021

26. [HD PIM] Yilun Hao, Saransh Gupta, Justin Morris, Behnam Khaleghi, Baris Aksanli, and Tajana Rosing “Stochastic-HD: Leveraging Stochastic Computing on Hyper-Dimensional Computing”, IEEE International Conference on Computer Design (ICCD), 2021.

27. [HD] Justin Morris, Si Thu Kaung Set, Gadi Rosen, Mohsen Imani, Baris Aksanli, and Tajana Rosing “AdaptBit-HD: Adaptive Model Bitwidth for Hyperdimensional Computing”, IEEE International Conference on Computer Design (ICCD), 2021.

28. [IOT] [ML] Onat Gungor, Tajana Rosing, Baris Aksanli “ENFES: ENsemble FEw-Shot Learning For Intelligent Fault Diagnosis with Limited Data”, IEEE SENSORS 2021

29. [BIO] Akshay Paul, Gopabandhu Hota, Behnam Khaleghi, Yuchen Xu, Tajana Rosing, Gert Cauwenberghs “Attention State Classification with In-Ear EEG”, BioCAS, 2021

30. [HD] Behnam Khaleghi, Hanyang Xu, Justin Morris, Tajana Rosing “tiny-HD: Ultra-Efficient Hyperdimensional Computing Engine for IoT Applications”, Design Automation and Test in Europe (DATE), 2021

31. [Energy] Ricardo Garcia, Fatemeh Asgarinejad, Behnam Khaleghi, Tajana Rosing, Mohsen Imani “TruLook: A Framework for Configurable GPU Approximation”, Design Automation and Test in Europe (DATE), 2021

32. [BIO] Sahand Salamat, Jaeyoung Kang, Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing “FPGA Acceleration of Protein Back-Translation and Alignment”, Design Automation and Test in Europe (DATE), 2021

33. [IOT] Michael H. Ostertag, Sarah Al-Doweesh, Tajana Rosing “Efficient Training on Edge Devices Using Online Quantization”, IEEE Design, Automation & Test in Europe Conference (DATE), 2020.

34. [HD] Behnam Khaleghi, Mohsen Imani, Tajana Rosing “Prive-HD: Privacy-Preserved Hyperdimensional Computing”, IEEE/ACM Design Automation Conference (DAC), 2020.

35. [HD] Behnam Khaleghi, Sahand Salamat, Anthony Thomas, Fatemeh Asgarinejad, Yeseong Kim, Tajana Rosing “SHEARer: Highly-Efficient Hyperdimensional Computing by Software-Hardware Enabled Multifold AppRoximation”, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), pp. 241-246, 2020.

36. [HD PIM] Mohsen Imani, Saikishan Pampana, Saransh Gupta, Minxuan Zhou, Yeseong Kim, Tajana Rosing “DUAL: Acceleration of Clustering Algorithms using Digital-based Processing In-Memory”, 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2020.

37. [HD PIM] Justin Morris, Yilun Hao, Saransh Gupta, Ranganathan Ramkumar, Jeffrey Yu, Mohsen Imani, Baris Aksanli, Tajana Rosing “Multi-label HD Classification in 3D Flash”, IEEE/IFIP International Conference on VLSI and System-on-Chip (VLSI-SoC), 2020. (Invited Paper)

38. [HD PIM] Saransh Gupta, Justin Morris, Mohsen Imani, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Baris Aksanli, Tajana Rosing “THRIFTY: Training with Hyperdimensional Computing across Flash Hierarchy”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2020.

39. [ML] Yunhui Guo, Mingrui Liu, Tianbao Yang, Tajana Rosing “Improved Schemes for Episodic Memory based Lifelong Learning Algorithm”, 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada.

40. [IOT] Yunhui Guo, Xiaofan Yu, Kamalika Chaudhuri, Tajana Rosing “Efficient Distributed Training in Heterogeneous Mobile Networks with Active Sampling”, The 16th International Conference on Mobility, Sensing and Networking (MSN 2020)

41. [HD] Fatemeh Asgarinejad, Anthony Thomas, Tajana Rosing “Detection of Epileptic Seizures from Surface EEG using Hyperdimensional Computing”, 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). IEEE, 2020.

42. [IOT] Xiaofan Yu, Xueyang Song, Ludmila Cherkasova, Tajana Šimunić Rosing. “Reliability-Driven Deployment in Energy-Harvesting Sensor Networks”, International Conference on Network and Service Management (CNSM), 2020.

43. [PIM ML] Mohsen Imani, Mohammad Samragh, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, and Tajana Rosing “Deep Learning Acceleration with Neuron-to-Memory Transformation”, IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2020

44. [PIM] Saransh Gupta, Mohsen Imani, Joonseop Sim, Andrew Huang, Fan Wu, M. Hassan Najafi, and Tajana Rosing “SCRIMP: A General Stochastic Computing Architecture using ReRAM in-Memory Processing”, IEEE Design, Automation, and Test in Europe Conference (DATE), 2020

45. [PIM] Hamid Nejatollahi*, Saransh Gupta*, Mohsen Imani, Tajana Simunic Rosing, Rosario Cammarota, and Nikil Dutt “CryptoPIM: In-memory Acceleration for Lattice-based Cryptographic Hardware”, IEEE/ACM Design Automation Conference (DAC), 2020 (Best paper candidate)

46. [PIM ML] Saransh Gupta, Mohsen Imani, Hengyu Zhao, Fan Wu, Jishen Zhao, and Tajana Rosing “Implementing Binary Neural Networks in Memory with Approximate Accumulation”, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), 2020

47. [PIM BIO] Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Niema Moshiri, and Tajana S. Rosing “RAPIDx: A ReRAM Processing in-Memory Architecture for DNA Short Read Alignment”, 70th Virtual Meeting of The American Society of Human Genetics (ASHG), 2020

48. [HD BIO] Yeseong Kim, Mohsen Imani, Niema Moshiri, Tajana Rosing. “GenieHD: Efficient DNA Pattern Matching Accelerator using Hyperdimensional Computing”, IEEE Design, Automation & Test in Europe Conference & Exhibition (DATE), 2020. (Best paper candidate)

49. [IOT] Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing “RelIoT : Reliability Simulator for IoT Networks”, International Conference on Internet of Things (ICIOT), 2020

50. [IOT] Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing “Simulating Reliability of IoT Networks with RelIoT”, IEEE 50th Conference on Dependable Systems and Networks (DSN), 2020

51. [Energy] Behnam Khaleghi, Sahand Salamat, Tajana Rosing “Revisiting FPGA Routing under Varying Operating Conditions”, International Conference on Field-Programmable Technology (FPT), 2020.

52. [ML] Onat Gungor, Jake Garnier, Tajana Rosing, Baris Aksanli “LENARD: Lightweight ENsemble LeARner for MeDium-term Electricity Consumption Prediction”, IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm), 2020

53. [IOT] Onat Gungor, Tajana Rosing, Baris Aksanli “RESPIRE: Robust SEnSor Placement OptImization in PRobabilistic Environments”, IEEE SENSORS, 2020 (Best Paper Candidate)

54. [Energy] Behnam Khaleghi, Sahand Salamat, Mohsen Imani, Tajana Rosing “FPGA Energy Efficiency by Leveraging Thermal Margin”, IEEE International Conference on Computer Design (ICCD), 2019.

55. [IOT] Kazim Ergun, Pietro Mercati, Raid Ayoub, Tajana Rosing “Dynamic Optimization of Battery Health in IoT Networks”, IEEE International Conference on Computer Design (ICCD), 2019

56. [Energy] Sahand Salamat, Behnam Khaleghi, Mohsen Imani, Tajana Rosing “Workload-Aware Opportunistic Energy Efficiency in Multi-FPGA Platforms”, IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2019.

57. [PIM ML] Mohsen Imani, Saransh Gupta, Yeseong Kim, and Tajana S. Rosing “FloatPIM: In-Memory Acceleration of Deep Neural Network Training with High Precision”, IEEE International Symposium on Computer Architecture (ISCA), 2019.

58. [HD] Mohsen Imani, Yeseong Kim, Sadegh Riyazi, John Merssely, Patrick Liu, Farinaz Koushanfar, and Tajana S. Rosing “A Framework for Collaborative Learning in Secure High-Dimensional Space”, IEEE Cloud Computing (CLOUD), 2019.

59. [HD] Mohsen Imani, Yeseong Kim, Thomas Worley, Sarangh Gupta, and Tajana S. Rosing “HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing”, IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2019.

60. [HD] Mohsen Imani, John Merssely, Fan Wu, Wang Pi, and Tajana S. Rosing “A Binary Learning Framework for Hyperdimensional Computing”, IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2019.

61. [Energy] Mohsen Imani, Ricado Garcia, Andrew Huang, and Tajana S. Rosing “CADE: Configurable Approximate Divider for Energy Efficiency”, IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2019.

62. [PIM] Xiao Liu, Minxuan Zhou, Tajana Rosing, and Jishen Zhao “HR3AM: A Heat Resilient Design for RRAM-based Neuromorphic Computing”, IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 2019.

63. [PIM] Minxuan Zhou, Mohsen Imani, Saransh Gupta, Yeseong Kim, and Tajana Rosing “Thermal-Aware Design and Management for Search-based In-Memory Acceleration”, IEEE/ACM Design Automation Conference (DAC), 2019.

64. [HD] Mohsen Imani, Tarek Nassar, Tajana Rosing “Moving Toward Real-Time Diagnostics using Brain-Inspired Hyperdimensional Computing”, AACR conference on Artificial Intelligence, Big Data, and Prediction in Cancer, 2019.

65. [HD BIO] Mohsen Imani, Tarek Nassar, Justin Morris, Tajana Rosing “DNA Sequencing using Brain-inspired Hyperdimensional Computing”, GOMACTech Conference, 2019.

66. [PIM ML] Mohsen Imani, Yeseong Kim, Suransh Gupta, Daniel Peroni, and Tajana S. Rosing “In-Memory Acceleration of Deep Neural Network”, GOMACTech Conference, 2019.

67. [HD] Mohsen Imani, Tarek Nassar, Tajana Rosing “Brain-Inspired Hyperdimensional Computing for Real-Time Health Analysis”, IEEE International Conference on Biomedical and Health Informatics (BHI), 2019.

68. [PIM] Mohsen Imani, Saransh Gupta, Yeseong Kim, Minxuan Zhou, and Tajana S. Rosing “DigitalPIM: Digital-based Processing In-Memory for Big Data Acceleration”, ACM Great lakes symposium on VLSI (GLSVLSI), 2019.

69. [PIM] Saransh Gupta, Mohsen Imani, and Tajana Rosing “Exploring Processing In-Memory for Different Technologies”, ACM Great lakes symposium on VLSI (GLSVLSI), 2019.

70. [ML] Anthony Thomas, Yunhui Guo, Yeseong Kim, Baris Aksanli, Arun Kumar, and Tajana Rosing “Hierarchical and Distributed Machine Learning Inference Beyond the Edge”, IEEE International Conference on Networking, Sensing and Control (ICNSC), 2019.

71. [Energy] Daniel Peroni, Mohsen Imani, Hamid Nejatollahi, Nikil Dutt, and Tajana S. Rosing “ARGA: Approximate Reuse for GPGPU Acceleration”, IEEE/ACM Design Automation Conference (DAC), 2019.

72. [Energy] Mohsen Imani, Alice Sokolova, Ricado Garcia, Andrew Huang, Fan Wu, and Tajana S. Rosing “ApproxLP: Approximate Multiplication with Linearization and Iterative Error Control”, IEEE/ACM Design Automation Conference (DAC), 2019.

73. [HD] Mohsen Imani, Justin Morris, John Merssely, Helen Shu, Yaobang Deng, and Tajana S. Rosing “BRIC: Locality-based Encoding for Energy-Efficient Brain-Inspired Hyperdimensional Computing”, IEEE/ACM Design Automation Conference (DAC), 2019. (Best paper candidate)

74. [IOT] Michael H Ostertag, Nikolay Atanasov, Tajana Simunic Rosing “Robust Velocity Control for Minimum Steady State Uncertainty in Persistent Monitoring Applications”, 2019 Annual American Controls Conference (ACC), 2019.

75. [PIM BIO] Saransh Gupta, Mohsen Imani, Behnam Khaleghi, Venkatesh Kumar, and Tajana S. Rosing “RAPID: A ReRAM Processing in Memory Architecture for DNA Sequence Alignment”, International Symposium on Low Power Electronics and Design (ISLPED), 2019.

76. [HD] Mohsen Imani, Sahand Salamat, Behnam Khaleghi, Mohammad Samragh, Farinaz Koushanfar, and Tajana S. Rosing “SparseHD: Algorithm-Hardware Co-Optimization for Efficient High-Dimensional Computing”, International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2019.

77. [HD] Sahand Salamat, Mohsen Imani, Behnam Khaleghi, and Tajana S. Rosing “F5-HD: Fast Flexible FPGA-based Framework for Refreshing Hyperdimensional Computing”, ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2019.

78. [Energy] Behnam Khaleghi and Tajana S. Rosing “Thermal-Aware Design and Flow for FPGA Performance Improvement”, IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2019.

79. [ML] Yunhui Guo, Honghui Shi, Abhishek Kumar, Kristen Grauman, Tajana Rosing, Rogério Schmidt Feris “SpotTune: Transfer Learning through Adaptive Fine-tuning”, In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

80. [ML] Yunhui Guo, Yandong Li, Liqiang Wang, Tajana Rosing “Depthwise Convolution is All You Need for Learning Multiple Visual Domains”, The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019.

81. [PIM] Joonseop Sim, Saransh Gupta, Mohsen Imani, Yeseong Kim, and Tajana S. Rosing “UPIM : Unipolar Switching Logic for High Density Processing-in-Memory Applications”, ACM Great lakes symposium on VLSI (GLSVLSI), 2019.

82. [Energy] Yeseong Kim, Ankit More, Emily Shriver, and Tajana S. Rosing “Application Performance Prediction and Optimization Under Cache Allocation Technology”, IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2019.

83. [PIM] Joonseop Sim, Minsu Kim, Yeseong Kim, Saransh Gupta, Behnam Khaleghi and Tajana Rosing “MAPIM: Mat Parallelism for High Performance Processing in Non-volatile Memory Architecture”, IEEE International Symposium on Quality Electronic Design (ISQED), 2019.

84. [Energy] Daniel Peroni, Mohsen Imani, Tajana Rosing “ALook: Adaptive Lookup for GPGPU Acceleration”, IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2019.

85. [PIM] Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing “GRAM: Graph Processing in a ReRAM-based Computational Memory”, IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2019.

86. [HD] Mohsen Imani, Sahand Salamat, Jiani Huang, Saransh Gupta, Tajana Rosing “FACH: FPGA-based Acceleration of Hyperdimensional Computing by Reducing Computational Complexity”, IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2019.

87. [PIM] Yeseong Kim, Mohsen Imani, and Tajana S. Rosing “Visual Object Recognition Accelerator Based on Approximate In-Memory Processing”, Non-Volatile Memory Workshop (NVMW), 2018.

88. [ML Energy] Sahand Salamat, Mohsen Imani, Saransh Gupta, and Tajana S. Rosing “RNSnet: In-Memory Neural Network Acceleration Using Residue Number System”, IEEE International Conference on Rebooting Computing (ICRC), 2018.

89. [HD] Yeseong Kim, Mohsen Imani, Tajana Rosing “Efficient Human Activity Recognition Using Hyperdimensional Computing”, Internet of Things Systems (IoT) , 2018.

90. [PIM] Mohsen Imani, Mohammad Samragh, Yeseong Kim, Saransh Gupta, Farinaz Koushanfar, Tajana Rosing “RAPIDNN: In-Memory Deep Neural Network Acceleration Framework”, arXiv preprint arXiv:1806.05794, 2018.

91. [PIM] Saransh Gupta, Mohsen Imani, Tajana Rosing “Processing In-Memory Architecture for Multiple Memory Technology”, IEEE/ACM Design Automation Conference (DAC), 2018.

92. [Energy] Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing “Configurable Floating Point Multiplier for Approximate Computing”, IEEE/ACM Design Automation Conference (DAC), 2018.

93. [PIM] Minxuan Zhou, Mohsen Imani, Saransh Gupta, Tajana Rosing “GAS: A Heterogeneous Memory Acceleration for Graph Processing”, IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 2018.

94. [Energy] Mohsen Imani, Ricardo Garcia, Saransh Gupta, Tajana Rosing “RMAC: Runtime Configurable Floating Point Multiplier for Approximate Computing”, IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 2018.

95. [PIM] Saransh Gupta, Mohsen Imani, and Tajana Rosing “FELIX: Fast and Energy-Efficient Logic in Memory”, IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2018.

96. [PIM] Mohsen Imani, Saransh Gupta, Tajana Rosing “GenPIM: Generalized Processing In-Memory to Accelerate Data Intensive Applications”, IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2018.

97. [HD BIO] Mohsen Imani, Tarek Nassar, Abbas Rahimi, Tajana Rosing “HDNA: Energy-Efficient DNA Sequencing Using Hyperdimensional Computing”, IEEE International Conference on Biomedical and Health Informatics (BHI), 2018.

98. [PIM] Mohsen Imani, Daniel Peroni, Tajana Rosing “Program Acceleration Using Nearest Distance Associative Search”, IEEE International Symposium on Quality Electronic Design (ISQED), 2018.

99. [Energy] ISQED 2018 “Deep Neural Network Acceleration Framework Under Hardware Uncertainty”, IEEE International Symposium on Quality Electronic Design (ISQED), 2018.

100. [PIM] Joonseop Sim, Mohsen Imani, Woojin Choi, Yeseong Kim, Tajana Rosing “LUPIS: Latch-Up Based Ultra Efficient Processing-in-Memory System”, IEEE International Symposium on Quality Electronic Design (ISQED), 2018. (Best paper candidate)

101. [Energy] Mohsen Imani, Max Masich, Daniel Peroni, Pushen Wang, Tajana Rosing “CANNA: Neural Network Acceleration using Configurable Approximation on GPGPU”, IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2018.

102. [HD] Mohsen Imani, Abbas Rahimi, Deqian Kong, Tajana Rosing, Jan Rabaey “Brain-Inspired Hyperdimensional Computing: Robust, Scalable and Energy Efficient Classifier”, TECHCON SRC Conference (TECHCON 2017).

103. [HD] Mohsen Imani, Abbas Rahimi, Deqian Kong, Tajana Rosing, Jan Rabaey “Hardware Acceleration of Brain-inspired Hyperdimensional Computing”, IEEE/ACM ICCAD, Workshop on Variability, Modeling, and Characterization (VMC), 2017.

104. [HD] Mohsen Imani, Deqian, Kong, Abbas Rahimi, Tajana S. Rosing “VoiceHD: Hyperdimensional Computing for Efficient Speech Recognition”, IEEE International Conference on Rebooting Computing (ICRC 2017)

105. [Energy] Yeseong Kim, Pietro Mercati, Ankit More, Emily Shriver, Tajana S. Rosing “P4: Phase-Based Power/Performance Prediction of Heterogeneous Systems via Neural Networks”, 2017

106. [PIM] Yeseong Kim, Mohsen Imani, Tajana S. Rosing “ORCHARD: Visual Object Recognition Accelerator Based on Approximate In-Memory Processing”, 2017 International Conference on Computer-Aided Design (ICCAD 2017).

107. [PIM] Mohsen Imani, Yeseong Kim, Tajana S. Rosing “NNgine: Ultra-Efficient Nearest Neighbor Accelerator Based on In-Memory Computing”, IEEE International Conference on Rebooting Computing (ICRC 2017).

108. [PIM] Yeseong Kim, Mohsen Imani, Tajana S. Rosing “CHOIR: General-Purpose Online Classification Accelerator via In-Memory Computing”, TECHCON SRC Conference (TECHCON 2017).

109. [PIM Energy] Joonseop Sim, Mohseh Imani, Yeseong Kim, Tajana Rosing “Enabling Efficient System Design Using Vertical Nanowire Transistor Current Mode Logic”, IEEE International Conference on Very Large Scale Integration (VLSI-SoC), 2017

110. [IOT] Wanlin Cui, Yeseong Kim, and Tajana S. Rosing “Cross-platform machine learning characterization for task allocation in IoT ecosystems”, IEEE Computing and Communication Workshop and Conference (CCWC), 2017.

111. [IOT] Christine Chan, Michael Ostertag, Tajana Simunic Rosing “Context Aware System Design”, SPIE Defense+Security, 2017.

112. [Energy] Mohsen Imani, Daniel Peroni, Tajana Rosing “CFPU: Configurable Floating Point Multiplier for Energy-Efficient Computing”, IEEE/ACM Design Automation Conference (DAC), 2017. (Best poster award at Research Expo)

113. [PIM] Mohsen Imani, Saransh Gupta, Tajana Rosing “Ultra-Efficient Processing In-Memory for Data Intensive Applications”, IEEE/ACM Design Automation Conference (DAC), 2017.

114. [PIM] Mohsen Imani, Saransh Gupta, Atl Arredondo, Tajana Rosing “Efficient Query Processing in Crossbar Memory”, International Symposium on Low Power Electronics and Design (ISLPED), 2017.

115. [HD PIM] Mohsen Imani, Abbas Rahimi, Deqian Kong, Tajana Rosing, Jan Rabaey “Exploring Hyperdimensional Associative Memory”, IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2017.

116. [PIM] Mohammad Samragh, Mohsen Imani, Farinaz Koushanfar, Tajana Rosing “LookNN: Neural Network with No Multiplication”, IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2017.

117. [PIM] Mohsen Imani, Tajana Rosing “CAP: Configurable Resistive Associative Processor for Near-Data Computing”, IEEE International Symposium on Quality Electronic Design (ISQED), 2017.

118. [PIM] Mohsen Imani, Yeseong Kim, Tajana Rosing “MPIM: Multi-Purpose In-Memory Processing using Configurable Resistive Memory”, IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), 2017.

119. [PIM Energy] Mohsen Imani, Daniel Peroni, Abbas Rahimi, Tajana Rosing “Resistive CAM Acceleration for Tunable Approximate Computing”, IEEE International Conference on Computer Design (ICCD), 2017. (Best paper candidate)

120. [PIM] Mohsen Imani, Daniel Peroni, Yeseong Kim, Abbas Rahimi, Tajana Rosing “Efficient Neural Network Acceleration on GPGPU using Content Addressable Memory”, IEEE/ACM Design Automation and Test in Europe Conference (DATE), 2017.

121. [PIM] Mohsen Imani, Daniel Peroni, Abbas Rahimi, Tajana Rosing “Non-volatile Content Addressable Memory for Computing Acceleration”, Non-Volatile Memory Workshop (NVMW), 2017.

122. [PIM] Mohsen Imani,Yeseong Kim, Tajana Rosing “In-Memory Processing to Support Search-Based and Bitwise Computation”, Non-Volatile Memory Workshop (NVMW), 2017.

123. [IOT Energy] Baris Aksanli, Jagannathan Venkatesh, Christine Chan, Alper Sinan Akyurek, Tajana Simunic Rosing “Context-Aware and User-Centric Residential Energy Management”, IEEE Percom, 2017.

124. [IOT] Nima Mousavi, Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing “Accuracy-Resource Tradeoff for Edge Devices in Internet of Things”, IEEE PerIoT, 2017.

125. [Energy] Mohsen Imani, Yeseong Kim, Abbas Rahimi, Tajana Rosing “ACAM: Approximate Computing Based on Adaptive Associative Memory with Online Learning”, International Symposium on Low Power Electronics and Design (ISLPED), 2016.

126. [Energy] Mohsen Imani, Abbas Rahimi, Yeseong Kim, Tajana Rosing “A Low-Power Hybrid Magnetic Cache Architecture Exploiting Narrow-Width Values”, IEEE Non-Volatile Memory Systems and Applications Symposium (NVMSA), 2016.

127. [Energy] Jinseok Yang, S. Tilak, T.S. Rosing “An Interactive Context-aware Power Management Technique for Optimizing Sensor Network Lifetime,”, 2016, acceptance rate 18%.

128. [IOT] Jagannathan Venkatesh, Christine Chan, Alper Sinan Akyurek, Tajana Simunic Rosing “A Modular Approach to Context-Aware IoT Applications”, IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI) 2016.

129. [Energy] Jagannathan Venkatesh, Christine Chan, Alper Sinan Akyurek, Tajana Simunic Rosing “Optimal In-Network Packet Aggregation Policy for Maximum Information Freshness”, IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI) 2016, 2016.

130. [Energy] Alper Sinan Akyurek, Tajana Simunic Rosing “Optimal In-Network Packet Aggregation Policy for Maximum Information Freshness”, European Conference on Networks and Communications (EuCNC) 2016.

131. [Energy] Akanksha Maurya, Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing “Time-Series Clustering for Data Analysis in Smart Grid”, IEEE SmartGridComm, 2016.

132. [Energy] Yeseong Kim, Pietro Mercati, Tajana Simunic Rosing “Power Efficient, Hierarchical, Introspection framework for HPC Systems”, 2016

133. [IOT Energy] Pietro Mercati, Tajana Simunic Rosing “Convex Optimization and Model Identification for Reliable and Energy Efficient QoS-Aware IoT Systems”, 2016

134. [PIM Energy] Mohsen Imani, Shruti Patil, Tajana S. Rosing “MASC: Ultra-Low Energy Multiple-Access Single-Charge TCAM for Approximate Computing”, 2016

135. [PIM Energy] Mohsen Imani, Abbas Rahimi, Tajana S. Rosing “Resistive Configurable Associative Memory for Approximate Computing”, 2016

136. Mohsen Imani, Shruti Patil, Tajana S. Rosing “Low Power Data-Aware STT-RAM based Hybrid Cache Architecture”, 2016

137. [IOT] Jagannathan Venkatesh, Christine Chan, Tajana Simunic Rosing “An Ontology-Driven Context Engine for the Internet of Things”, 2015

138. H. Rodrigues, R. Strong, T. Rosing “Accurate Emulation of Fast Optical Circuit Switches”, IEEE International Conference on Communications (ICC), 2015.

139. H. Rodrigues, R. Strong, A.S. Akyurek, T. Rosing “Dynamic Optical Switching for Latency”, 2015

140. Alper Sinan Akyurek, Baris Aksanli, Tajana Simunic Rosing “S2Sim: Smart Grid Swarm Simulator”, 2015

141. Jagannathan Venkatesh, Christine Chan, Alper Sinan Akyurek, Tajana Simunic Rosing “A Context-Driven IoT Middleware Architecture”, 2015

142. Jagannathan Venkatesh, Shengbo Chen, Peerapol Tinnakornsrisuphap, Tajana Simunic Rosing “Lifetime-dependent Battery Usage Optimization for Grid-Connected Residential Systems”, 2015

143. [Energy] Christine Chan, Alper Sinan Akyurek, Kalyan Vaidyanathan, Kenny Gross, Tajana Rosing “Optimization of Energy, Cooling and IO Performance for Data-intensive Applications on Enterprise Servers”, 2015

144. [Energy] Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing “User Behavior Modeling for Estimating Residential Energy Consumption”, EAI International Conference on Smart Grids for Smart Cities, 2015.

145. Baris Aksanli, Alper Sinan Akyurek, Tajana Simunic Rosing “Minimizing the Effects of Data Centers on Microgrid Instability”, International Green and Sustainable Computing Conference (IGSC), 2015.

146. Pietro Mercati, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch, Tajana Simunic Rosing “BLAST: Battery Lifetime-constrained Adaptation with Selected Target”, 2015

147. Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing “Variability Emulation on Real Linux/Android Devices”, 2015

148. Yeseong Kim, Mohsen Imani, Shruti Patil, Tajana S. Rosing “CAUSE: Critical Application Usage-Aware Memory System using Non-volatile Memory for Mobile Devices”, 2015

149. Yeseong Kim, Francesco Paterna, Sameer Tilak, Tajana S. Rosing “Smartphone Analysis and Optimization based on User Activity Recognition”, 2015

150. Shruti Patil, Yeseong Kim, Kunal Korgaonkar, Ibrahim Awwal, Tajana S. Rosing “Characterization of User's Behavior Variations for Design of Replayable Mobile Workloads”, 2015

151. Mohsen Imani, Shruti Patil, Tajana S. Rosing “Hierarchical Design of Robust and Low Data Dependent 32KB FinFET Based SRAM Array”, 2015

152. Mohsen Imani, Shruti Patil, Mohsen Jafari, Tajana S. Rosing “Ultra-Low Read leakage SRAM Cell Utilizing Independently-Controlled-Gate FinFET”, 2015

153. Mohsen Imani, Shruti Patil, Tajana S. Rosing “Using STT-RAM Based Buffers in Digital Circuits”, 2015

154. Jinseok Yang, Sameer Tilak, Tajana S. Rosing “Transmission manager in heterogeneous WSNs”, 2015

155. Shruti Patil, Yu Chen, and Tajana Simunic Rosing “GazeTube: Gaze-Based Adaptive Video Playback for Bandwidth and Power Optimizations”, 2015

156. Francesco Paterna and Tajana Simunic Rosing “Modeling and Mitigation of Extra-SoC Thermal Coupling Effects and Heat Transfer Variations in Mobile Devices”, 2015

157. Baris Aksanli, Tajana Rosing “Providing Regulation Services and Managing Data Center Peak Power Budgets”, 2014, acceptance rate 23%.

158. Paterna F., Zanotelli J. and Rosing T. “Ambient variation-tolerant and inter components aware thermal management for mobile system on chips”, 2014

159. Mercati P, Bartolini A, Paterna F., Benini L and Rosing T “A Linux-Governor Based Dynamic Reliability Manager for Android Mobile Devices” in Design, Automation and Test in Europe Conference and Exhibition”, Design, Automation and Test in Europe (DATE), 2014, 2014.

160. A. Sadasivarao, H. Rodrigues, S. Syed, C. Liou, S. Balakrishnan, A. Lake, E. Poyoul, C. Guok, I. Monga, T. Rosing. “Enabling Multi-Layer Provisioning and Optimization for Core Transport Networks with Unified Packet-Optical Control Plan”, 11th USENIX Symposium on Networked Systems Design and Implementation, NSDI, 2014.

161. H. Rodrigues, A. Akyurek, T. Rosing “OCSEMU: SDN Enabled Fast Hybrid Optical Circuit Switch Emulator Platform to Study Application Performance in the Emerging Optical Data Center”, OIDA Software Defined Photonic and Data Center Networks Workshop, 2014.

162. H. Rodrigues, A. Akyurek, C. Guok, I. Monga, T. Rosing “Enabling SDN-based Multi-Layer Provisioning and Optimization for Inter Data Center Networks with Unified Packet-Optical Control Plane”, OIDA Software Defined Photonic and Data Center Networks Workshop, 2014.

163. H. Rodrigues, R. Strong, T. Rosing “Scheduling Optical Tunnels to Distributed Applications”, USENIX Annual Technical Conference, ATC, 2014.

164. [Energy] Baris Aksanli, Tajana Rosing “Energy Management and Cost Analysis in Residential Houses using Batteries”, 2014

165. Baris Aksanli, Alper Sinan Akyurek, Madhur Behl, Meghan Clark, Alexandre Donze, Prabal Dutta, Patrick Lazik, Mehdi Maasoumy, Rahul Mangharam, Truong X. Nghiem, Vasu Raman, Anthony Rowe, Alberto Sangiovanni-Vincentelli, Sanjit A. Seshia, Tajana Simunic Rosing, Jagannathan Venkatesh “Distributed Control of a Swarm of Buildings Connected to a Smart Grid”, 1st ACM International Conference on Embedded Systems For Energy-Efficient Buildings (BuildSys), 2014.

166. Henrique Rodrigues, Inder Monga, Abhinava Sadasivarao, Sharfuddin Syed, Chin Guok, Eric Pouyoul, Chris Liou, Tajana Rosing “Traffic Optimization in Multi-Layered WANs using SDN”, IEEE Symposium on High Performance Interconnects, 2014. Best Student Paper Award

167. Bengu Ozge Akyurek, Alper Sinan Akyurek, Jan Kleissl, Tajana Simunic Rosing “TESLA: Taylor Expanded Solar Analog Forecasting”, 2014

168. Jinseok Yang, S. Tilak, T.S. Rosing “Leveraging application context for efficient sensing”, 2014

169. [Energy] Pietro Mercati, Vinay Hanumaiah, Jitendra Kulkarni, Simon Bloch, Tajana Simunic Rosing “User-centric Joint Power and Thermal Management for Smartphones”, 2014

170. Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing “Dynamic Variability Management in Mobile Multicore Processors under Lifetime Constraints”, 2014

171. Pietro Mercati, Andrea Bartolini, Francesco Paterna, Luca Benini, Tajana Simunic Rosing “An On-line Reliability Emulation Framework”, 2014

172. Baris Aksanli, Jagannathan Venkatesh, Tajana Rosing, and Inder Monga “A Comprehensive Approach to Reduce the Energy Cost of Network of Datacenters”, 2013, acceptance rate 48%.

173. Jagannathan Venkatesh, Baris Aksanli, and Tajana Rosing “Residential Energy Simulation and Scheduling: A Case Study Approach”, 2013, acceptance rate 48%.

174. Jinseok Yang, S. Tilak, T.S. Rosing “A novel protocol for adaptive broadcasting of sensor data in urban scenarios”, 2013, acceptance rate 33%.

175. G. Porter, R. Strong, N. Farrington, A. Forencich, P. Sun, T. Rosing, Y. Fainman, G. Papen, A. Vahdat “Integrating Microsecond Circuit Switching into the Data Center”, 2013, acceptance rate 15%.

176. Filippo Seracini; Xiang Zhang; Ingolf Krueger; Tajana Rosing; Massimiliano Menarini “Green Web Services: Improving Energy Efficiency in Data Centers via Workload Predictions”, 2013

177. Andrew B. Kahng, Siddhartha Nath, Tajana S. Rosing “On Potential Design Impacts of Electromigration Awareness”, 2013, acceptance rate 31%.

178. Rajib Nath, Douglas Carmean and Tajana S. Rosing “Power Modeling and Thermal Management Techniques for Many Core Processors”, 2013, acceptance rate 48%.

179. Rajib Nath, Raid Ayoub, Tajana S. Rosing “Temperature Aware Thread Block Scheduling in GPGPUs”, 2013, acceptance rate 23%.

180. Baris Aksanli, Eddie Pettis, Tajana Rosing “Distributed Battery Control for Peak Power Shaving in Data Centers”, 2013, acceptance rate 30%.

181. [Energy] J. Venkatesh, B. Aksanli, Jean-Claude Junqua, Philippe Morin, T. Simunic Rosing “HomeSim: Comprehensive, Smart, Residential Electrical Energy Simulation and Scheduling”, 2013, acceptance rate 30%.

182. C. Chan, B. Pan, K. Gross, K. Vaidyanathan, T. Rosing “Correcting vibration-induced performance degradation in enterprise servers”, 2013, acceptance rate 37%.

183. Baris Aksanli, Eddie Pettis, Tajana Rosing “Architecting Efficient Peak Power Shaving Using Batteries in Data Centers”, 2013, acceptance rate 26%.

184. Baris Aksanli, Tajana Rosing “Optimal Battery Configuration in a Residential Home with Time-of-Use Pricing”, 2013, acceptance rate 40%.

185. Alper Sinan Akyurek, Bill Torre, Tajana Simunic Rosing “ECO-DAC Energy Control over Divide and Control”, 2013, acceptance rate 40%

186. Paterna F. and Rosing T. “Thermal Modeling of the Smartphone System”, 2013

187. Mercati P, Bartolini A, Paterna F., Benini L and Rosing T “Workload and User Experience-Aware Dynamic Reliability Management in Multicore Processors”, 2013

188. [Energy] Alper Sinan Akyurek, Bill Torre, Tajana Simunic Rosing “ECO-DAC: Energy Control Over Divide and Control”, 2013

189. [Energy] B. Milosevic, Jinseok Yang, N. Verma, S. Tilak, P. Zappi, E. Farella, T. S. Rosing, L. Benini “Efficient Energy Management and Data Recovery in Sensor Networks using Latent Variables Based Tensor Factorization”, 2013

190. Baris Aksanli and Tajana Rosing, and Inder Monga “Benefits of Green Energy and Proportionality in High Speed Wide Area Networks Connecting Data Centers”, 2012, acceptance rate 27%.

191. Vasileios Kontorinis, Liuyi Zhang, Baris Aksanli, Jack Sampson, Houman Homayoun, Eddie Pettis, Dean Tullsen, and Tajana Rosing “Managing Distributed UPS Energy for Effective Power Capping in Data Centers”, 2012, acceptance rate 18%.

192. Chan, Christine. S., Jin, Y., Wu, Y. K., Gross, K., Vaidyanathan, K., and Rosing, T. “Fan-speed-aware scheduling of data intensive jobs”, 2012, acceptance rate 31%.

193. K. Jeong, A. B. Kahng, S. Kang, T. S. Rosing, R. Strong “MAPG: Memory Access Power Gating”, 2012, acceptance rate 27%.

194. A. B. Kahng, S. Kang, T. S. Rosing, R. Strong “TAP: Token-Based Adpative Power Gating”, 2012, acceptance rate 31%.

195. P. Zappi, E. Bales, J.-H. Park, W. Griswold and T. s. Rosing “The CitiSense Air Quality Monitoring Mobile Sensor Node”, In the 2nd International IPSN Workshop on Mobile Sensing, Beijing, China, 2012.

196. R. Hermann, P. Zappi, T. S. Rosing “Context Aware Power Management of Mobile Systems for Sensing Applications”, In the 2nd International IPSN Workshop on Mobile Sensing, Beijing, China, 2012.

197. N. Nikzad, Jinseok Yang, P. Zappi, T. S. Rosing, and D. Krishnaswamy “Model-driven Adaptive Wireless Sensing for Environmental Healthcare Feedback Systems”, 2012, acceptance rate 37%.

198. M. Moghimi, J. Venkatesh, P. Zappi and T. S. Rosing “Context-Aware Mobile Power Management Using Fuzzy Inference as a Service”, accepted for publication at MobiCASE 2012, acceptance rate 32%.

199. R. Ayoub, R. Nath, T. Simunic Rosing “JETC: Joint Energy Thermal and Cooling Management for Memory and CPU Subsystems in Servers”, 2012, acceptance rate 17%.

200. S. Sharifi, R. Ayoub, T. Simunic Rosing “TempoMP: Integrated Prediction and Management of Temperature in Heterogeneous MPSoCs”, DATE 2012, acceptance rate 27%.

201. N. Nikzad, C. Ziftci, P. Zappi, N. Quick, P. Aghera, N. Verma, B. Demchak, K. Patrick, H. Shacham, T. S. Rosing, I. Krueger, W. Griswold, S. Dasgupta “CitiSense - Adaptive Services for Community-Driven Behavioral and Environmental Monitoring to Induce Change”, In the 2nd International IPSN Workshop on Mobile Sensing, Beijing, China, 2012.

202. G. Dhiman, V. Kontorinis, R. Ayoub, L. Zhang, C. Sadler+, D. Tullsen, T. Simunic Rosing “Themis: Energy Efficient Management of Workloads in Virtualized Data Centers”, 2012

203. Mohammad Moghimi, Jagannathan Venkatesh, Piero Zappi and Tajana Rosing “Context-Aware Mobile Power Management Using Fuzzy Inference as a Service”, 2012

204. N Nikzad, N Verma, C Ziftci, E Bales, N Quick, P Zappi, K Patrick, S Dasgupta, I Krueger, T Rosing, W G. Griswold “CitiSense: Improving Geospatial Environmental Assessment of Air Quality Using a Wireless Personal Exposure Monitoring System”, Wireless Health, 2012. BEST PAPER AWARD

205. R. Strong, S. Kang, K. Jeong, A. Kahng, T. Simunic Rosing “TAP: Token-aware Power Gating”, 2012

206. N. Verma, P. Zappi, T. S. Rosing “Latent Variables Based Data Estimation for Sensing Applications”, In 7th International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pp. 335-340, December 2011, acceptance rate 51%.

207. D. Dondi, P. Zappi, and T. S. Rosing “A Scheduling Algorithm for Consistent Monitoring Results with Solar Powered High-Performance Wireless Embedded Systems”, In Proceedings of International Symposium on Low Power Electronics and Design (ISLPED), August 2011, pp.259-264, acceptance rate 34%.

208. B. Aksanli, J. Venkatesh, L. Zhang, T. Simunic Rosing “Utilizing Green Energy Prediction to Schedule Mixed Batch And Service Jobs in Data Centers”, HotPower 2011, acceptance rate 26%.

209. R. Ayoub, U. Ogras, E. Gorbatov, Y. Jin, T. Kam, P. Diefenbaough, T. Simunic Rosing “OS-level Power Minimization Under Tight Performance Constraints in General Purpose Systems”, ISLPED 2011, acceptance rate 31%.

210. Y. Wu, S. Sharifi, T. Simunic Rosing “Distributed Thermal Management for Embedded Heterogeneous MPSoCs with Dedicated Hardware Accelerators”, ICCD 2011.

211. S. Sharifi, Y. Wu, T. Simunic Rosing “Temperature-aware Scheduling for Embedded Heterogeneous MPSoCs with Special Purpose IP Cores”, ETMEC 2011.

212. P. Aghera, D. Krishnaswamy, and T. S. Rosing, “DynAGreen: Hierarchical Dynamic Energy Efficient Task Assignment for Wireless Healthcare Systems”, In Proceedings of the Fifth International Conference on Body Area Networks (BodyNets '10), 2010, pp. 33-36.

213. G. Dhiman, K. Mihic, T. Rosing “A System for Online Power Prediction in Virtualized Environments Using Gaussian Mixture Models”, ACM/IEEE DAC 2010, acceptance rate 24%.

214. R. Ayoub, K. Raju Indukuri T. Simunic Rosing “Energy Efficient Proactive Thermal Management in Memory Subsystem”, ISLPED 10, acceptance rate 25%.

215. G. Dhiman, V. Kontorinis, D. Tullsen, T. Rosing: E. Saxe, J.Chew “Dynamic Workload Characterization for Power Efficient Scheduling on CMP Systems”, ISLPED 2010, acceptance rate 25%.

216. Priti Aghera, Dilip Krishnaswamy, Diana Fang, Ayse Coskun, Tajana Rosing “DynAHeal: Dynamic Energy Efficient Task Assignment for Wireless Healthcare Systems”, DATE 2010, acceptance rate 25%.

217. Ayse K. Coskun, David Atienza, Tajana Simunic Rosing, Thomas Brunschwiler, Bruno Michel “Energy-Efficient Variable-Flow Liquid Cooling in 3D Stacked Architectures”, DATE 2010, acceptance rate 25%.

218. R. Ayoub, S. Sharifi, T. Rosing “GentleCool: Cooling Aware Proactive Workload Scheduling in Multi-Machine Systems”, DATE 2010.

219. A. Ravinagarajan, D. Dondi and T. S. Rosing “DVFS Based Task Scheduling in a Harvesting WSN for Structural Health Monitoring”, DATE 2010, acceptance rate 25%.

220. R. Ayoub, T. Rosing “Cool and Save: Cooling Aware Dynamic Workload Scheduling in Multi-socket CPU Systems”, ASP-DAC 2010, acceptance rate 33%.

221. S. Sharifi, A. Coskun, T. Simunic Rosing “Hybrid Dynamic Energy and Thermal Management in Heterogeneous Embedded Multiprocessors”, ASPDAC 2010, acceptance rate 33%.

222. C. Olschanowsky, L. Carrington, M. Tikir, M. Laurenzano, T. Simunic Rosing, A. Snavely “ASPDAC 2010”, DoD High Performance Computer Modernization Program Users Group Conference 2010.

223. S. Li, J. H. Ahn, R. Strong, J. B. Brockman, D. M. Tullsen, N. P. Jouppi “McPAT: An Integrated Power, Area, and Timing Modeling Framework for Multicore and Manycore Architectures”, 2009, acceptance rate 24%.

224. E. Regini, T. Simunic Rosing “An Energy Efficient Wireless Communication Mechanism for Sensor Node Cluster Heads”, ISSNIP 09, acceptance rate 39%.

225. A. Coskun, J. Ayala, D. Atienza, T. Simunic Rosing “Modeling and Dynamic Management of 3D Multicore Systems with Liquid Cooling”, VLSI-SOC 09, 2009.

226. A. Coskun, A. Kahng, T. Simunic Rosing “Temperature- and Cost-Aware Design of 3D Multiprocessor Architectures”, DSD 09, acceptance rate 26%.

227. A. Coskun, R. Strong, D. Tullsen, T. Simunic Rosing “Evaluating the Impact of Job Scheduling and Power Management on Processor Lifetime for Chip Multiprocessors”, SIGMETRICS 09, acceptance rate 15%.

228. R. Ayoub, T. Simunic Rosing “Predict and Act: Dynamic Thermal Management for Multicore Processors”, ISLPED 09. acceptance rate 24%.

229. G. Dhiman, G. Marchetti, T. Simunic Rosing “vGreen: A System for Energy Efficient Computing in Virtualized Environments”, ISLPED 09, acceptance rate 24%.

230. G. Dhiman, R. Ayoub, T. Simunic Rosing “PDRAM: A hybrid PRAM DRAM main memory system”, DAC 09, acceptance rate 22%.

231. P. Aghera, D. Fang, T. Simunic Rosing, K. Patrick “Energy management in wireless healthcare systems”, IPSN 09.

232. J. Bradely Steck, T. Simunic Rosing “Adapting Performance in Energy Harvesting Wireless Sensor Networks for Structural Health Monitoring Applications”, Invited paper at IWSHM 09.

233. J. Bradely Steck, T. Simunic Rosing “Adapting Task Utility in Externally Triggered Energy Harvesting Wireless Sensing Systems”, INSS 09.

234. J. Recas, C. Bergonzini, T. Simunic Rosing, D. Atienza “Prediction and Management in Energy Harvested Wireless Sensor Nodes”, Invited paper at Wireless VITAE, 09.

235. J. Recas, C. Bergonzini, B. Lee, T. Simunic Rosing “Solar energy harvesting prediction algorithm”, Energy Harvesting Workshop, 2009.

236. A. K. Coskun, T. Simunic Rosing, J. Ayala, D. Atienza, Y. Leblebici “Dynamic Thermal Management in 3D Multicore Architectures”, DATE 2009, acceptance rate 27%.

237. A. Coskun, T. Simunic Rosing, K. Gross “Proactive temperature balancing for low cost thermal management in MPSOCs”, ICCAD 08, acceptance rate 27%.

238. G. Dhiman, K. Pusukuri, T. Simunic Rosing “Analysis of Dynamic Voltage Scaling for System Level Energy Management”, USENIX-HotPower, 2008.

239. E. Regini, D. Lim, T. Simunic Rosing “Scheduling above MAC to maximize battery lifetime and throughput in WLANs”, IASTED'08.

240. A. Coskun, T. Simunic Rosing, K. Gross “Proactive temperature management in MPSOCs”, ISLPED 2008, acceptance rate 31%.

241. A. Coskun, T. Simunic Rosing, K. Gross “Temperature management in MPSOCs using online learning”, DAC 2008, acceptance rate 23%.

242. A. Coskun, T. Simunic Rosing “Temperature-aware MPSOC scheduling for reducing hot spots and gradients”, ASPDAC'08, acceptance rate 29%.

243. S. Sharifi, T. Simunic Rosing “An analytical model for the upper bound on temperature differences on a chip”, GLVLSI'08, acceptance rate 18%.

244. S. Sharifi, T. Simunic Rosing “Accurate temperature sensing for efficient thermal management”, ISQED'08, acceptance rate 30%.

245. G. Dhiman, T. Simunic Rosing “Dynamic Voltage Scaling using Machine Learning”, ISLPED 2007, acceptance rate 29%.

246. M. Todd, D. Mascarenas, E. Flynn, T. Rosing, B. Lee, D. Musiani, S. Dasgupta, S. Kpotufe, D. Hsu, R. Gupta, G. Park, T. Overly, M. Nothnagel, C. Farrar “A different approach to sensor networking for SHM: Remote powering and interrogation with unmanned aerial vehicles,”, Workshop on Structural Health Monitoring, 2007.

247. D. Musiani, K. Lin, T. Simunic Rosing “An Active Sensing Platform for Structural Health Monitoring Application”, IPSN-SPOTS'07.

248. A. Coskun, T. Simunic Rosing “Temperature-aware task scheduling”, DATE'07, acceptance rate 22%.

249. D. Lim, J. Shim, T. Simunic Rosing, T. Javidi “Scheduling data delivery in heterogeneous wireless sensor networks”, ISM 06, acceptance rate 35%.

250. G. Dhiman, T. Simunic Rosing “Dynamic Power Management Using Machine Learning”, ICCAD 06, acceptance rate 24%.

251. A. Coskun, T. Simunic Rosing “A Simulation Methodology for Reliability Analysis in Multi-Core SoCs”, GLSVLSI 06, acceptance rate 37%

252. T. Simunic, K. Mihic, G. De Micheli “Optmization of Reliability and Power Consumption in Systems on a Chip”, PATMOS 05.

253. T. Simunic, W. Quadeer, G. De Micheli “Managing heterogeneous wireless environments via Hotspot servers”, MMCN 05.

254. T. Simunic, K. Mihic, G. De Micheli “Reliability and Power Management of Integrated Systems”, Invited paper at DSD 04.

255. G. Manjunath, V. Krishnan, T. Simunic, J. Tourrilhes, A. McReynolds, D. Das, V. Srinivasmurthy, A. Srinivasan “Smart Edge Server : going beyond a wireless access point”, WMASH 04.

256. [Energy] O. Celebican, T. S. Rosing, V. J. Mooney “Energy estimation of peripheral devices in embedded systems”, GLSVLSI 04.

257. W. Quadeer, T. Simunic, J. Ankcorn, V. Krishnan, G. De Micheli “Heterogeneous wireless network management”, PACS 03.

258. A. Acquaviva, T. Simunic, V. Deolalikar, S. Roy “Remote Power Control of Wireless Network Interfaces”, PATMOS 2003.

259. [Energy] B. Delaney, N. Jayant, T. Simunic “A WLAN Scheduling Algorithm to Reduce the Energy Consumption of a Distributed Speech Recognition Front-End,”, ESTIMedia 2003.

260. A. Peymandoust, T. Simunic, G. De Micheli “Complex Software Library Element Mapping with Symbolic Algebra”, DAC 02, acceptance rate 30%.

261. T. Simunic, S. Boyd “Managing Power Consumption in Networks on Chips”, DATE 02, acceptance rate 29%.

262. A. Peymandoust, T. Simunic, G. De Micheli “Low Power Embedded Software Optimization using Symbolic Algebra”, DATE 02, acceptance rate 29%.

263. B. Delaney, N. Jayant, M. Hans, T. Simunic, A. Acquaviva “Low-Power Fixed-Point Front-End Feature Extraction for Distributed Speech Recognition”, ICASSP 2002.

264. T. Simunic, L. Benini, A. Acquaviva, P. Glynn, G. De Micheli “Dynamic Voltage Scaling for Portable Systems”, DAC 01, acceptance rate 39%.

265. T. Simunic, L. Benini, P. Glynn, G. De Micheli “Dynamic Power Management of Portable Systems”, MOBICOM 2000, acceptance rate 12%.

266. [Energy] T. Simunic, L. Benini, G. De Micheli, M.Hans “Source Code Optimization and Profiling of Energy Consumption in Embedded Systems”, Invited Paper, ISSS 2000.

267. [Energy] T. Simunic, H.Vikalo, P. Glynn, G. De Micheli “Energy Efficient Design of Portable Wireless Systems”, ISLPED 00, acceptance rate 35%.

268. T. Simunic, L. Benini, P. Glynn, G. De Micheli “Dynamic Power Management of Laptop Hard Disk”, DATE 00, acceptance rate 34%.

269. Y. Lu, E. Chung, T. Simunic, L. Benini, G. De Micheli “Quantitative Comparison of Power Management Algorithms”, DATE 00, 2007, acceptance rate 34%. Selected for publication in "The Best Paper in the Last 10 Years of DATE"

270. T. Simunic, L. Benini, G. De Micheli “Event-driven Power Management of Portable Systems”, ISSS 99.

271. [Energy] T. Simunic, L. Benini, G. De Micheli “Energy-efficient design of Battery-Powered Embedded Systems”, ISLPED 99, acceptance rate 24%.

272. [Energy] T. Simunic, L. Benini, G. De Micheli “Cycle-Accurate Simulation of Energy Consumption in Embedded Systems”, DAC 99, acceptance rate 34%.

273. Y. Lu, T. Simunic, G. De Micheli “Software Controlled Power Management”, CODES 99.

274. J. Rozenblit, T. Simunic “Techniques for Intelligent VLSI Interconnect Design”, NFS Design and Manufacturing Grantees Conference 94.

275. T. Simunic, J. Rozenblit “Reduction of Signal Delay and Crosstalk in Electronic Packaging”, Meeting on Electrical Performance of Electronic Packages, 93.

276. T. Simunic, P. Hsu, J. Rozenblit, C. Wolff, J. Prince, A. Cangellaris “An Integrated Framework for Modeling and Simulation of Electronic Packaging”, Proceedings of TECHCON, 93.

1. [HD PIM] Justin Morris, Yilun Hao, Saransh Gupta, Behnam Khaleghi, Baris Aksanli, Tajana Rosing “Stochastic-HD: Leveraging Stochastic Computing on the Hyper-Dimensional Computing Pipeline”, Frontiers in Neuroscience, 2022

2. [HD PIM] Justin Morris, Kazim Ergun, Behnam Khaleghi, Mohsen Imani, Baris Aksanli, Tajana Rosing “HyDREA: Utilizing Hyperdimensional Computing for a More Robust and Efficient Machine Learning System”, ACM Transactions on Embedded Computing Systems (TECS), 2022

3. [BIO] G. Armstrong, C. Martino, J. Morris, B. Khaleghi, J. Kang, J. DeReus, Q. Zhu, D. Roush, D. McDonald, A. Gonazlez, J. Shaffer, C. Carpenter, M. Estaki, S. Wandro, S. Eilert, A. Akel, J. Eno, K. Curewitz, A. Swafford, N. Moshiri, T. Rosing, R. Knight “Swapping Metagenomics Preprocessing Pipeline Components Offers Speed and Sensitivity Increases”, Msystems, 2022

4. [HD PIM] Saransh Gupta, Behnam Khaleghi, Sahand Salamat, Justin Morris, Ranganathan Ramkumar, Jeffrey Yu, Aniket Tiwari, Jaeyoung Kang, Mohsen Imani, Baris Aksanli, Tajana Rosing “Store-n-Learn: Classification and Clustering with Hyperdimensional Computing across Flash Hierarchy”, ACM Transactions on Embedded Computing Systems (TECS), 2022

5. Sahand Salamat, Hui Zhang, Yang Seok Ki, Tajana Rosing “NASCENT2: Generic Near-Storage Sort Accelerator for Data Analytics on SmartSSD”, TRETS, 2022

6. [IOT] [ML] Onat Gungor, Tajana Rosing, Baris Aksanli “STEWART: STacking Ensemble for White-Box AdversaRial Attacks Towards more resilient data-driven predictive maintenance”, Computers in Industry

7. [IOT] Xiaofan Yu, Kazim Ergun, Xueyang Song, Ludmila Cherkasova, Tajana Rosing “Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks”, IEEE Transactions on Network and Service Management (TNSM), 2022

8. [IOT] [ML] Onat Gungor, Tajana Rosing, Baris Aksanli “DOWELL: Diversity-induced Optimally Weighted EnsembLe Learner for Predictive Maintenance of Industrial Internet of Things Devices”, IEEE Internet of Things Journal, 2021

9. [IOT] Onat Gungor, Tajana Rosing, Baris Aksanli “RESPIRE++: Robust Indoor Sensor Placement Optimization under Distance Uncertainty”, IEEE Sensors Journal, 2021

10. [BIO] R. Fielding-Miller, S. Karthikeyan, T. Gaines, R. Garfein, R. Salido, V. Cantu, L. Kohn, N. Martin, C. Wijaya, M. Flores, V. Omaleki, A. Majnoonian, P. Gonzalez-Zuniga, M. Nguyen, A. V Vo, T. Le, D. Duong, A. Hassani, A. Dahl, S. Tweeten, K. Jepsen, B. Henson, A. Hakim, A. Birmingham, A. Mark, C. Nasamran, S. Rosenthal, N. Moshiri, K. Fisch, G. Humphrey, S. Farmer, H. Tubb, T. Valles, J. Morris, J. Kang, B. Khaleghi, C. Young, A. Akel, S. Eilert, J. Eno, K. Curewitz, L. Laurent, T. Rosing, R. Knight “Wastewater and surface monitoring to detect COVID-19 in elementary school settings: The Safer at School Early Alert project”, Medrxiv, 2021

11. [IOT] Xiaofan Yu, Kazim Ergun, Ludmila Cherkasova, Tajana Šimunić Rosing. “Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring”, IEEE Transactions on Computer Aided Design of Integrated Circuits & Systems (TCAD), 2020

12. [HD] Sahand Salamat, Mohsen Imani, Tajana Rosing “Exploiting Computational Reuse for FPGA-based Acceleration of Hyperdimensional Computing”, IEEE Transactions on Computers (TC), 2020

13. [BIO] Sahand Salamat, Tajana Rosing “FPGA Acceleration of Sequence Alignment: A Survey”, arXiv preprint, 2020

14. [ML Energy] Mohsen Imani, Ricado Garcia, Saransh Gupta, and Tajana S. Rosing “Hardware-Software Co-design to Accelerate Neural Network Applications”, ACM Journal on Emerging Technologies in Computing (JETC), 2019.

15. [IOT] Sharad Vikram, Ashley Collier-Oxandale, Michael Ostertag, Massimiliano Menarini, Camron Chermak, Sanjoy Dasgupta, Tajana Rosing, Michael Hannigan, and William G Griswold “Evaluating and Improving the Reliability of Gas-Phase Sensor System Calibrations Across New Locations for Ambient Measurements and Personal Exposure Monitoring”, Atmospheric Measurement Techniques (AMT), 2019.

16. [HD] Mohsen Imani, Justin Morris, Helen Shu, Lisa Li, and Tajana S. Rosing “Efficient Associative Search in Brain-Inspired Hyperdimensional Computing”, IEEE Design & Test (D&T), 2019.

17. [PIM] Yeseong Kim, Mohsen Imani, and Tajana S. Rosing “Image Recognition Accelerator Design Using In-Memory Processing”, IEEE MICRO, IEEE Computer Society, 2019.

18. [PIM] Saransh Gupta, Mohsen Imani, Harveen Kaur, and Tajana Rosing “NNPIM: A Processing In-Memory Architecture for Neural Network Acceleration”, IEEE Transaction on Computers, 2019.

19. [HD PIM] Mohsen Imani, Xunzhao Yin, John Messerly, Saransh Gupta, Michael Niemier, Xiaobo Sharon Hu, and Tajana Rosing “SearcHD: A Memory-Centric Hyperdimensional Computing with Stochastic Training”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2019

20. [HD] Mohsen Imani, Samuel Bosch, Sohum Datta, Sharadhi Ramakrishna, Sahand Salamat, Jan M. Rabaey, Tajana Rosing “Quanthd: A quantization framework for hyperdimensional computing”, IEEE TCAD, 2019

21. Daniel Peroni, Mohsen Imani, Tajana Rosing “Runtime Efficiency-Accuracy Trade-off Using Configurable Floating Point Multiplier”, EEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2018.

22. [PIM] Mohsen Imani, Saransh Gupta, Sahil Sarama,Tajana Rosing “NVQuery: Efficient Query Processing in Non-Volatile Memory”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2018.

23. Alper Sinan Akyurek, Tajana Simunic Rosing “Optimal Packet Aggregation Scheduling in Wireless”, IEEE Transactions on Mobile Computing, 2018.

24. [HD] Mohsen Imani, Abbas Rahimi, John Hwang, Tajana Rosing, Jan Rabaey “Low-Power Sparse Hyperdimensional Encoder for Language Recognition”, IEEE Design & Test, 2017.

25. [Energy] Mohsen Imani, Daniel Peroni, Tajana Rosing “NVALT: Approximate Lookup Table for GPU Acceleration”, IEEE Embedded System Letter (ESL), 2017.

26. [IOT] Jagannathan Venkatesh, Baris Aksanli, Christine Chan, Alper Sinan Akyurek, Tajana Simunic Rosing “Modular and Personalized Smart Health Application Design in a Smart City Environment”, IEEE Internet of Things Journal, 2017.

27. [Energy] Alper Sinan Akyurek, Tajana Simunic Rosing “Optimal Distributed Nonlinear Battery Control”, IEEE JESTPE, 2017.

28. [IOT] Jagannathan Venkatesh, Baris Aksanli, Christine Chan, Alper Sinan Akyurek, Tajana Simunic Rosing “Scalable Application Design for the IoT”, IEEE Software, 2017.

29. Jinseok Yang, Alper Sinan Akyurek, Sameer Tilak, Tajana Simunic Rosing “Design of transmission manager in heterogeneous WSNs”, IEEE TETC, 2017.

30. [Energy] Baris Aksanli, Tajana Simunic Rosing “Human Behavior Aware Energy Management in Residential Cyber-Physical Systems”, IEEE TETC, 2017.

31. Mohsen Imani, Daniel Peroni, Abbas Rahimi, Tajana Rosing “Resistive CAM Acceleration for Tunable Approximate Computing”, IEEE Transactions on Emerging Topics in Computing (TETC), 2017.

32. Mohsen Imani, Abbas Rahimi, Pietro Mercati, Tajana Rosing “Multi-stage Tunable Approximate Search in Resistive Associative Memory”, IEEE Transactions on Multi-Scale Computing Systems (TMSCS), 2017.

33. Pietro Mercati, Francesco Paterna, Andrea Bartolini, Luca Benini, Tajana Simunic Rosing “WARM: Workload-Aware Reliability Management in Linux/Android”, IEEE TCAD, 2016.

34. Mohsen Imani, Shruti Patil, Tajana Rosing “Approximate Computing using Multiple-Access Single-Charge Associative Memory”, IEEE Transactions on Emerging Topics in Computing (TETC), 2016.

35. Lucas Wanner, Liangzhen Lai, Abbas Rahimi, Mark Gottscho, Pietro Mercati, Chu-Hsiang Huang, Frederic Sala, Yuvraj Agarwal, Lara Dolecek, Nikil Dutt, Puneet Gupta, Rajesh Gupta, Ranjit Jhala, Rakesh Kumar, Sorin Lerner, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B Srivastava, Steve Swanson, Dennis Sylvester, Yuanyuan Zhou “NSF Expedition of Variability-Aware Software:Recent Results and Contributions”, IT-information technology, 2015.

36. E.A. Lee, J Rabaey, D. Blaauw, P. Dutta, K. Fu, C. Guestrin, B. Hartmann, R. Jafari, D. Jones, J. Kubiatowicz, V. Kumar, R. Mangharam, R. Murray, G. Pappas, K. Pister, A. Rowe, A. Sangiovanni-Vincentelli, S.A. Seshia, T. Simunic Rosing, B. Taskar, J. Wawrzynek, D. Wessel “The Swarm at the Edge of the Cloud”, IEEE Design & Test, 2014.

37. R. Ayoub, R. Nath, T. S. Rosing “CoMETC: Coordinated Management of Energy/Thermal/Cooling in Servers”, ACM Transactions on Design Automation of Electronic Systems (TODAES), 19(1): 1, 2013.

38. P. Gupta, Y. Agarwal, L. Dolecek, N. Dutt, R. K. Gupta, R. Kumar, S. Mitra, A. Nicolau, T. Simunic Rosing, M. B. Srivastava, S. Swanson, D. Sylvester “Underdesigned and Opportunistic Computing in Presence of Hardware Variability”, IEEE TCAD, 2013.

39. Seokhyeong Kang, Richard Strong, Andrew Kahng and Tajana S. Rosing “Many-Core Token-Based Adaptive Power Gating”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2013.

40. Shervin Sharifi, Dilip Krishnaswamy and Tajana S. Rosing “PROMETHEUS: A Proactive Method for Thermal Management of Heterogeneous MPSoCs”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2013.

41. P. Aghera, Jinseok Yang, P. Zappi, D. Krishnaswamy, A. Coskun, T. S. Rosing “Energy Management in Wireless Mobile Systems Using Dynamic Task Assignment”, Journal of Low Power Electronics, vol. 9, no. 2, August , 2013.

42. B. Aksanli, J. Venkatesh, T. Simunic Rosing “Datacenter Modeling and Simulation with Focus on Energy Efficiency and Green Energy Integration”, IEEE Computer Special Issue on Modeling and Simulation of Smart and Green Computing Systems

43. Baris Aksanli, Jagannathan Venkatesh, and Tajana Rosing “Using Datacenter Simulation to Evaluate Green Energy Integration”, IEEE Computer Volume 45 Issue 9, 2012.

44. M. M. Sabry, A. K. Coskun, D. Atienza, T. Simunic Rosing “Energy-Efficient Multi-Objective Thermal Control for Liquid-Cooled 3D Stacked Architectures”, IEEE TCAD, 2011.

45. R. Ayoub, K. Indukuri, T. Simunic Rosing “Temperature Aware Dynamic Workload Scheduling in Multisocket CPU Servers”, IEEE TCAD, 2011.

46. E. Regini, D. Lim, and T. S. Rosing “Resource Management in Heterogeneous Wireless Sensor Networks”, JOLPE, 2011.

47. G. Dhiman, G. Marchetti, T. Simunic Rosing “vGreen: A System for Energy-Efficient Management of Virtual Machines”, ACM TODAES, 2010.

48. J. R. Piorno, C. Bergonzini, D. Atienza, T. Simunic Rosing “HOLLOWS: A Power-aware Task Scheduler for Energy Harvesting Sensor Nodes”, Journal of Intelligent Material Systems and Structures, 2010.

49. S. Sharifi, T. Simunic Rosing “Accurate Direct and Indirect On-Chip Temperature Sensing for Efficient Dynamic Thermal Management”, IEEE TCAD, 2010.

50. R. Strong, J. Mudigonda, J. C. Mogul, N. Binkert, D. Tullsen “Fast Switching of Threads Between Cores”, 2009

51. A. K. Coskun, T. Simunic Rosing “Utilizing Predictors for Efficient Thermal Management in Multiprocessor SoCs”, IEEE TCAD, 2009.

52. G. Dhiman, T. Simunic Rosing “Using online learning for system level power management”, IEEE TCAD, 2009.

53. A. Coskun, T. Simunic Rosing, K. Whisnant, K. Gross “Static and dynamic temperature-aware scheduling for multiprocessor SoCs”, IEEE TVLSI, 2008.

54. T. Simunic Rosing, K. Mihic, G. De Micheli “Power and reliability management of SOCs”, IEEE Transactions on VLSI, 2007.

55. G. Park, T. Simunic Rosing, M. Todd, C. Farrar, W. Hodgkiss “Energy Harvesting for Structural Health Monitoring in Sensor Networks”, ASCE Journal, 2007.

56. A. Coskun, T. Simunic Rosing, K. Mihic, G. De Micheli, Y. Leblebici “Analysis and Optimization of MPSoC Reliability”, Invited paper to Journal of Low-Power Electronics, April 2006.

57. T. Simunic, S. Boyd, P. Glynn “Managing Power Consumption in Networks on Chips”, IEEE Transactions on VLSI, pp. 96- 107, Jan 2004.

58. A. Acquaviva, T. Simunic, V. Deolalikar, S. Roy “Remote Power Control of Wireless Network Interfaces”, Special Issue of Journal of Embedded Computing, No. 3, 2004.

59. B. Delaney, T. Simunic, N. Jayant “Energy Aware Distributed Speech Recognition for Wireless Mobile Devices”, Special Issue on Embedded Systems for Multimedia, IEEE Design & Test, 2004.

60. A. Peymandoust, T. Simunic, G. De Micheli “Complex Instruction and Software Library Mapping for Embedded Software Using Symbolic Algebra”, Special Issue of IEEE Transactions on CAD, pp.964-975, August 2003.

61. T. Simunic, L. Benini, P. Glynn, G. De Micheli “Event-Driven Power Management”, IEEE Transactions on CAD, pp.840-857, July 2001.

62. T. Simunic, M. Smith “Dynamic Power Management at HP”, Invited Paper in Special Issue of Design and Test Journal, 2001.

63. [Energy] T. Simunic, L. Benini, G. De Micheli “Energy-Efficient Design of Battery-Powered Embedded Systems”, Special Issue of IEEE Transactions on VLSI, pp. 18-28, May 2001.

64. T. Simunic, J. Rozenblit, J. Brews “VLSI Interconnect Design Automation Using Qualitative and Symbolic Techniques”, IEEE Transactions on Components, Packaging, and Manufacturing Technology Part B: Advanced Packaging, pp.803-812, November 1996.

1. Mohsen Imani, Tajana Rosing “Approximate CPU and GPU Design Using Emerging Memory Technologies”, Springer’s book titled Approximate Circuit, 2019.

2. Shruti Patil, Yeseong Kim, Kunal Korgaonkar, Ibrahim Awwal, Tajana S. Rosing “Characterization of User's Behavior Variations for Design of Replayable Mobile Workloads”, Rosing, T. S. (2016, February). Characterization of User’s Behavior Variations for Design of Replayable Mobile Workloads. In Mobile Computing, Applications, and Services: 7th International Conference, MobiCASE 2015, Berlin, Germany, November 12-13, 2015, Revised Selected Papers (Vol. 162, p. 51). Springer.

3. [Energy] Baris Aksanli, Jagannathan Venkatesh, Inder Monga, Tajana Rosing “Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks”, Computational Sustainability Springer Book Chapter, 2015.

4. Ayse K. Coskun, J. Ayala, D. Atienza, T. Simunic Rosing “Thermal Modeling and Management of Liquid-Cooled 3D Stacked Architectures”, Editors: J. Becker, M. Johann and R. Reis. Springer, VLSI-SoC: Technologies for Systems Integration (ISBN: 978-3-642-23119-3), p. 34-55, 2011

5. [Energy] G. Dhiman, R. Ayoub, T. Simunic Rosing “Energy and Thermally Aware Scheduling in Datacenters”, Energy-Efficient Distributed Computing, Edited by Albert Zomaya & Young Choon Lee , Wiley-Interscience, 2010

6. [Energy] N. Nikzad, P. Aghera, P. Zappi, T. Simunic Rosing “Energy Management in Heterogeneous Wireless Healthcare Networks”, in Energy-Efficient Distributed Computing, Edited by Albert Zomaya & Young Choon Lee, Wiley-Interscience 2010.

7. Y. Lu, E. Chung, T. Simunic, L. Benini, G. De Micheli “Quantitative Comparison of Power Management Algorithms”, in The Most Influential Papers of 10 Years DATE, Edited by Lauwereins, Rudy; Madsen, Jan, Springer-Verilag, 2008.

8. J. Kim, T. Simunic Rosing “Power-aware resource management techniques for low-power embedded systems”, in Handbook of Real-Time and Embedded Systems, Edited by S. H. Son, I. Lee, J. Y-T Leung, Taylor-Francis Group LLC, 2006.

9. [Energy] T. Simunic “Dynamic Management of Power Consumption in Power Aware Computing”, Edited by R. Graybill, R. Mehlem, Kluwer Academic Publishers pp.102-125, 2002.

1. K. Gross, K. Whisnant, A. K. Coskun “Length-of-the-Curve Stress Metric for Improved Characterization of Computer System Reliability”, Case No. SUN070065, U.S. Patent 7,483,816. Issued 01/2009.

2. A. K. Coskun, A. M. Urmanov, K. Gross, K. Whisnant “Workload Scheduling in Multi-Core Processors”, 2008

3. K. Gross, A. K. Coskun, K. Whisnant, A. M. Urmanov “Method and Apparatus for Controlling Temperature Variations in a Computer System”, 2008

4. D. Musiani, K. Lin, T. Simunic Rosing, D. Mascarenas, E. Flynn, C. Farrar, G. Park “Wireless node for active sensing in SHM applications”, filed 2008.

5. G. Dhiman, G. Kapoor “Apparatus and method for entering and exiting low power mode”, (United States Patent 7325100), 2007.

6. L. Uguen, G. Dhiman, G. Kapoor “Dynamic power management in system on chips (SOC)”, (United States Patent Application 20070094525), 2007.

7. A. K. Coskun, K. Gross and K. Whisnant “Temperature-Aware and Energy-Aware Scheduling in a Computer System”, 2007

8. T. Simunic Rosing “Wireless resource management in heterogeneous networks”, submitted 2003.

9. T. Simunic, O. Celebican “Estimation and optimization of system I/O device power consumption”, filed 2003.

10. T. Simunic, A. Acquaviva “Server driven power management for wireless devices”, filed 2003.

11. T. Simunic, A. Acquaviva, L. Benini “Application-driven power-aware RTOS enhancements”, filed 2003.

12. V. Deolalikar, T. Simunic “Power Control For Wireless Portable Devices Using Wireless Channel Characteristic”, 2003

13. V. Deolalikar, T. Simunic “Power Control For Wireless Portable Devices Using Wireless Channel Characteristic”, filed 2003.

14. T. Simunic, N. Mehta, C. Crome “Method for Test Vector Analysis”, filed 1996, approved 1999.

1. [PIM ML] Saransh Gupta “Processing in Memory using Emerging Memory Technologies”, University of California, San Diego, 2018.

2. Christine Chan “Context-Aware Platform Design and Optimization”, University of California, San Diego, 2017.

3. [Energy] Alper Sinan Akyurek “Optimized Energy Control in Power Distribution Systems”, ISQED'08, University of California, San Diego, 2017.

4. Jagannathan Venkatesh “A Context-Aware Approach for Automation of End-User Elements in the Smart Grid”, 2016

5. [Energy] Jinseok Yang “Energy efficient data aggregation in wireless sensor networks”, University of California, San Diego, 2015.

6. [Energy] Baris Aksanli “Energy and Cost Efficient Data Centers”, University of California, San Diego, 2015.

7. Richard Strong “Low-Latency Techniques for Improving System Energy Efficiency”, University of California, San Diego, 2013.

8. Vasileios Kontorinis “Adaptive Architectures for Peak Power Management”, University of California, San Diego, 2012.

9. Raid Ayoub “Temperature and Cooling Management in Computing Systems”, University of California, San Diego. PhD, 2011.

10. Shervin Sharifi “Accurate Temperature Sensing and Ecient Dynamic Thermal Management in MPSoCs”, University of California, San Diego, 2011.

11. G. Dhiman “Dynamic Workload Characterization for Energy Efficient Computing”, 2011

12. R. Herrmann “Context based energy management for sensing applications”, University of California, San Diego. PhD, 2011.

13. Ayse Kivilcim Coskun “Efficient Thermal Management for Multiprocessor Systems”, University of California, San Diego, 2009.

14. Carlo Bergonzini “Management of Solar Harvested Energy in Actuation-Based Embedded Systems”, University of Bologna, 2008.

15. Daeseob Lim “Distributed Proxy-Layer Scheduling in Heterogeneous Wireless Sensor Networks”, University of California, San Diego, 2007.

16. Daniele Musiani “Design of an Active Sensing Platform for Wireless Structural Health Monitoring”, University of Bologna, 2007.

17. [Energy] Tajana Simunic “Energy Efficient System Design and Utilization”, Stanford University, 2001.

18. Tajana Simunic “VLSI Interconnect Design Automation Using Qualitative and Quantitative Techniques”, University of Arizona, 1993.