Shaohan Hu  Shaohan Hu photo       

contact information

Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA
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2017

Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT
Tarek Abdelzaher, Md Tanvir A. Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald Hobbs, Shaohan Hu, Jung-Eun Kim, Jongdeog Lee, Kelvin Marcus, Shouchao Yao, and Yiran Zhao
Distributed Computing Systems (ICDCS), 2017 IEEE 37th International Conference on, pp. 1825--1835
Abstract

Unsupervised Fill-level Estimation for Smart Trash Removal Systems
Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek Abdelzaher
Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, pp. 262--263
Abstract

Stark: Optimizing In-Memory Computing For Dynamic Dataset Collections
Shen Li, Md Tanvir Amin, Raghu Ganti, Mudhakar Srivatsa, Shaohan Hu, Yiran Zhao, Tarek Abdelzaher
IEEE ICDCS, 2017

On Exploiting Structured Human Interactions to Enhance Sensing Accuracy in Cyber-physical Systems
Hongwei Wang, Yunlong Gao, Shaohan Hu, Shiguang Wang, Renato Mancuso, Minje Kim, Poliang Wu, Lu Su, Lui Sha, and Tarek Abdelzaher
ACM Transactions on Cyber-Physical Systems 1(3), 16, ACM, 2017
Abstract

VehSense: Slippery Road Detection Using Smartphones
Yunfei Hou, Abhishek Gupta, Tong Guan, Shaohan Hu, Lu Su, and Chunming Qiao
The IEEE 85th Vehicular Technology Conference, 2017
Abstract

Efficient 3G/4G Budget Utilization in Mobile Sensing Applications
Chao Xu, Shaohan Hu, Wei Zheng, Tarek Abdelzaher, Pan Hui, Zhiheng Xie, Hengchang Liu, and John A Stankovic
IEEE Transactions on Mobile Computing 16(6), 1601--1614, IEEE, 2017
Abstract

Towards Quality Aware Information Integration in Distributed Sensing Systems
Wenjun Jiang, Chenglin Miao, Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek Abdelzaher, Jiawei Han, Xue Liu, Yan Gao, and Lance Kaplan
IEEE Transactions on Parallel and Distributed Systems, IEEE, 2017
Abstract

Greendrive: A smartphone-based intelligent speed adaptation system with real-time traffic signal prediction
Yiran Zhao, Shen Li, Shaohan Hu, Lu Su, Shuochao Yao, Huajie Shao and Tarek Abdelzaher
Proceedings of the 8th International Conference on Cyber-Physical Systems, pp. 229--238, 2017
Abstract


2016

Experiences with GreenGPS Fuel-Efficient Navigation Using Participatory Sensing
Fatemeh Saremi, Omid Fatemieh, Hossein Ahmadi, Hongyan Wang, Tarek Abdelzaher, Raghu Ganti, Hengchang Liu, Shaohan Hu, Shen Li, and Lu Su
IEEE Transactions on Mobile Computing 15(3), 672--689, IEEE, 2016
Abstract

Cognitive Models of Prediction as Decision Aids
Christian Lebiere, Don Morrison, Tarek Abdelzaher, Shaohan Hu, Cleotilde Gonzalez, Norbou Buchler, Vladislav D. Veksler
14th International Conference on Cognitive Modeling (ICCM 2016), pp. 4--6
Abstract

On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds
Shuochao Yao, Shaohan Hu, Shen Li, Yiran Zhao, Lu Su, Lance Kaplan, Aylin Yener, Tarek F. Abdelzaher
Distributed Computing Systems (ICDCS), 2016 IEEE 36th International Conference on, pp. 467--476
Abstract

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing
Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek Abdelzaher
arXiv preprint arXiv:1611.01942, 2016
Abstract

Efficient 3G Budget Utilization in Mobile Sensing Applications
Chao Xu, Shaohan Hu, Zheng Wei, Tarek F. Abdelzaher, Pan Hui, Zhiheng Xie, Hengchang Liu, John Stankovic
IEEE Transactions on Mobile Computing, IEEE, 2016
Abstract

Participatory sensing meets opportunistic sharing: automatic phone-to-phone communication in vehicles
Shaohan Hu, Xiaoshan Sun, Lu Su, Tarek F. Abdelzaher, Pan Hui, Wei Zheng, Hengchang Liu, John Stankovic
IEEE Transactions on Mobile Computing 15(10), 2550--2563, IEEE, 2016
Abstract

Recursive ground truth estimator for social data streams
Shuochao Yao, Md Tanvir Amin, Lu Su, Shaohan Hu, Shen Li, Shiguang Wang, Yiran Zhao, Tarek Abdelzaher, Lance Kaplan, Charu Aggarwal, Aylin Yener
Information Processing in Sensor Networks (IPSN), 2016 15th ACM/IEEE International Conference on, pp. 1--12
Abstract

An experimental evaluation of datacenter workloads on low-power embedded micro servers
Yiran Zhao, Shen Li, Shaohan Hu, Hongwei Wang, Shuochao Yao, Huajie Shao, Tarek Abdelzaher
Proceedings of the VLDB Endowment 9(9), 696--707, VLDB Endowment, 2016
Abstract


2015

A Generalized Packing Server for Scheduling Task Graphs on Multiple Resources
Shen Li, Xiaoxiao Wang, Shaohan Hu, Yiran Zhao, Shiguang Wang, Lu Su, and Tarek Abdelzaher
Technical Report, 2015
Abstract

Experiences with eNav: A low-power vehicular navigation system
Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md Tanvir Amin, Hengchang Liu, Suman Nath, Romit Roy Choudhury, Tarek F. Abdelzaher
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, pp. 433--444
Abstract

Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response
Mohammad Hosseini, Nooreddin Nagibolhosseini, Amotz Barnoy, Peter Terlecky, Hengchang Liu, Shaohan Hu, Shiguang Wang, Tanvir Amin, Lu Su, Dong Wang, Ramesh Govindan, Raghu Ganti, Mudhakar Srivatsa, Charu Aggrawal, Tarek Abdelzaher, Siyu Gu, Chenji Pan
arXiv preprint arXiv:1512.00500, 2015
Abstract

Reliable social sensing with physical constraints: analytic bounds and performance evaluation
Dong Wang, Tarek Abdelzaher, Lance Kaplan, Raghu Ganti, Shaohan Hu, Hengchang Liu
Real-Time Systems 51(6), 724--762, Springer, 2015
Abstract

Exploiting structured human interactions to enhance estimation accuracy in cyber-physical systems
Yunlong Gao, Shaohan Hu, Renato Mancuso, Hongwei Wang, Minje Kim, PoLiang Wu, Lu Su, Lui Sha, Tarek Abdelzaher
Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, pp. 60--69, 2015
Abstract

On exploiting logical dependencies for minimizing additive cost metrics in resource-limited crowdsensing
Shaohan Hu, Shen Li, Shuochao Yao, Lu Su, Ramesh Govindan, Reginald Hobbs, Tarek F. Abdelzaher
Distributed Computing in Sensor Systems (DCOSS), 2015 International Conference on, pp. 189--198
Abstract

Data acquisition for real-time decision-making under freshness constraints
Shaohan Hu, Shuochao Yao, Haiming Jin, Yiran Zhao, Yitao Hu, Xiaochen Liu, Nooreddin Naghibolhosseini, Shen Li, Akash Kapoor, William Dron, Lu Su, Amotz Bar-Noy, Pedro Szekely, Ramesh Govindan, Reginald Hobbs, Tarek F. Abdelzaher
Real-Time Systems Symposium, 2015 IEEE, pp. 185--194
Abstract

Pyro: A Spatial-Temporal Big-Data Storage System.
Shen Li, Shaohan Hu, Raghu Ganti, Mudhakar Srivatsa, Tarek Abdelzaher
USENIX Annual Technical Conference, pp. 97--109, 2015
Abstract

The packing server for real-time scheduling of mapreduce workflows
Shen Li, Shaohan Hu, Tarek Abdelzaher
Real-Time and Embedded Technology and Applications Symposium (RTAS), 2015 IEEE, pp. 51--62
Abstract

Scalable social sensing of interdependent phenomena
Shiguang Wang, Lu Su, Shen Li, Shaohan Hu, Tanvir Amin, Hongwei Wang, Shuochao Yao, Lance Kaplan, Tarek Abdelzaher
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, pp. 202--213, 2015
Abstract

Smartroad: Smartphone-based crowd sensing for traffic regulator detection and identification
Shaohan Hu, Lu Su, Hengchang Liu, Hongyan Wang, Tarek F. Abdelzaher
ACM Transactions on Sensor Networks (TOSN) 11(4), 55, ACM, 2015
Abstract


2014

Towards automatic phone-to-phone communication for vehicular networking applications
Shaohan Hu, Hengchang Liu, Lu Su, Hongyan Wang, Tarek Abdelzaher, Pan Hui, Wei Zheng, Zhiheng Xie, John Stankovic
INFOCOM, 2014 Proceedings IEEE, pp. 1752--1760
Abstract

Reliable Social Sensing with Physical Dependencies: Analytic Bounds and Performance Evaluation
Dong Wang, Tarek Abdelzaher, Lance Kaplan, Raghu K Ganti, Shaohan Hu, and Hengchang Liu
Technical Report, 2014
Abstract

eNav: Smartphone-based Energy Efficient Location Sensing for Low-Power Vehicular Navigation
Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md Tanvir Al Amin, Hengchang Liu, Suman Nath, Romit Roy Choudhury, Tarek F. Abdelzaher
Technical Report, 2014
Abstract

eNav: a smartphone-based energy efficient vehicular navigation system
Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md Tanvir Al Amin, Hengchang Liu, Suman Nath, Romit Roy Choudhury, Tarek F. Abdelzaher
Proceedings of the 13th international symposium on Information processing in sensor networks, pp. 281--282, 2014
Abstract

Wattvalet: Heterogenous energy storage management in data centers for improved power capping
Shen Li, Shaohan Hu, Shiguang Wang, Siyu Gu, Chenji Pan, Tarek F. Abdelzaher
ICAC, 2014
Abstract

Community similarity networks
Nicholas D. Lane, Ye Xu, Hong Lu, Shaohan Hu, Tanzeem Choudhury, Andrew T. Campbell, and Feng Zhao
Personal and ubiquitous computing 18(2), 355--368, Springer, 2014
Abstract

Data extrapolation in social sensing for disaster response
Siyu Gu, Chenji Pan, Hengchang Liu, Shen Li, Shaohan Hu, Lu Su, Shiguang Wang, Dong Wang, Md Tanvir A Amin, Ramesh Govindan, Charu Aggarwal, Raghu Ganti, Mudhakar Srivatsa, Amotz Bar-Noy, Peter Terlecky, Tarek Abdelzaher
Distributed Computing in Sensor Systems (DCOSS), 2014 IEEE International Conference on, pp. 119--126
Abstract

Generalized decision aggregation in distributed sensing systems
Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek Abdelzaher, Jiawei Han, Xue Liu, Yan Gao, Lance Kaplan
Real-Time Systems Symposium (RTSS), 2014 IEEE, pp. 1--10
Abstract

Woha: Deadline-aware map-reduce workflow scheduling framework over hadoop clusters
Shen Li, Shaohan Hu, Shiguang Wang, Lu Su, Tarek Abdelzaher, Indranil Gupta, Richard Pace
Distributed Computing Systems (ICDCS), 2014 IEEE 34th International Conference on, pp. 93--103
Abstract


2013

Extrapolation from participatory sensing data
Hengchang Liu, Siyu Gu, Chenji Pan, Wei Zheng, Shen Li, Shaohan Hu, Shiguang Wang, Dong Wang, Tanvir Amin, Lu Su, Zhiheng Xie, Ramesh Govindan, Charu Aggarwal, Amotz Barnoy, Tarek Abdelzaher
Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems, pp. 84, 2013
Abstract

Minerva: Information-centric programming for social sensing
Shiguang Wang, Shaohan Hu, Shen Li, Hengchang Liu, Md Yusuf Sarwar Uddin, and Tarek Abdelzaher
Computer Communications and Networks (ICCCN), 2013 22nd International Conference on, pp. 1--9
Abstract

SmartRoad: a mobile phone based crowd-sourced road sensing system
Shaohan Hu, Lu Su, Hengchang Liu, Hongyan Wang, Tarek Abdelzaher
Technical Report, 2013
Abstract

Proteus: Power proportional memory cache cluster in data centers
Shen Li, Shiguang Wang, Fan Yang, Shaohan Hu, Fatemeh Saremi, Tarek Abdelzaher
Distributed Computing Systems (ICDCS), 2013 IEEE 33rd International Conference on, pp. 73--82
Abstract

Efficient 3g budget utilization in mobile participatory sensing applications
Hengchang Liu, Shaohan Hu, Wei Zheng, Zhiheng Xie, Shiguang Wang, Pan Hui, and Tarek F. Abdelzaher
INFOCOM, 2013 Proceedings IEEE, pp. 1411--1419
Abstract

Exploitation of physical constraints for reliable social sensing
Dong Wang, Tarek Abdelzaher, Lance Kaplan, Raghu Ganti, Shaohan Hu, Hengchang Liu
Real-Time Systems Symposium (RTSS), 2013 IEEE 34th, pp. 212--223
Abstract

Smartroad: a crowd-sourced traffic regulator detection and identification system
Shaohan Hu, Lu Su, Hengchang Liu, Hongyan Wang, Tarek Abdelzaher
Proceedings of the 12th international conference on Information processing in sensor networks, pp. 331--332, 2013
Abstract


2012

Quality of information based data selection and transmission in wireless sensor networks
Lu Su, Shaohan Hu, Shen Li, Feng Liang, Jing Gao, Tarek F. Abdelzaher, and Jiawei Han
Real-Time Systems Symposium (RTSS), 2012 IEEE 33rd, pp. 327--338
Abstract


2011

Enabling large-scale human activity inference on smartphones using community similarity networks (csn)
Nicholas D. Lane, Ye Xu, Hong Lu, Shaohan Hu, Tanzeem Choudhury, Andrew T. Campbell, and Feng Zhao
Proceedings of the 13th international conference on Ubiquitous computing, pp. 355--364, 2011
Abstract


2010

Resource-bounded information extraction: Acquiring missing feature values on demand
Pallika Kanani, Andrew McCallum, and Shaohan Hu
Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 415--427, 2010
Abstract

NeuroPhone: brain-mobile phone interface using a wireless EEG headset
Andrew T. Campbell, Tanzeem Choudhury, Shaohan Hu, Hong Lu, Matthew K. Mukerjee, Mashfiqui Rabbi, and Rajeev D. S. Raizada
Proceedings of the second ACM SIGCOMM workshop on Networking, systems, and applications on mobile handhelds, pp. 3--8, 2010
Abstract