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Adaptive Hybrid Compression for Wireless Sensor Networks

Wireless Sensor Networks (WSNs) are often deployed to sample the desired environmental attributes and deliver the acquired samples to a central... (more)

Adapting Distributed LT codes to Y-Networks: An Abstraction of Collection Tree in Sensor Networks

The conventional approach for collecting data in sensor networks is the combination of automatic... (more)

SmartRoad

In this article we present SmartRoad, a crowd-sourced road sensing system that detects and identifies traffic regulators, traffic lights, and stop signs, in particular. As an alternative to expensive road surveys, SmartRoad works on participatory sensing data collected from GPS sensors from in-vehicle smartphones. The resulting traffic regulator... (more)

Scheduling Survivability-Heterogeneous Sensor Networks for Critical Location Surveillance

Sensor nodes deployed outdoors for field surveillance are subject to environmental detriments. In this article, we propose a heterogeneous sensor... (more)

Optimizing Energy Efficiency for Minimum Latency Broadcast in Low-Duty-Cycle Sensor Networks

Multihop broadcasting in low-duty-cycle Wireless Sensor Networks (WSNs) is a very challenging problem, since every node has its own working schedule.... (more)

Location-Free Detection of Network Boundaries

A novel algorithm is proposed for the distributed and location-free detection of boundaries in sensor networks. The approach allows a node to decide autonomously, based solely on connectivity information of a small 2-hop neighborhood, whether it is in the interior of the network or on its fringes. This makes the presented algorithm well suited for... (more)

Terra

Terra is a system for programming wireless sensor network (WSN) applications. It combines the use of configurable virtual machines with a reactive scripting language that can be statically analyzed to avoid unbounded execution and memory conflicts. This approach allows the flexibility of remotely uploading code on motes to be combined with a set of... (more)

iDiary

This article describes iDiary, a system that takes as input GPS data streams generated by users’ phones and turns them into textual descriptions of the trajectories. The system features a user interface similar to Google Search that allows users to type text queries on their activities (e.g., “Where did I buy books?”) and receive... (more)

Network Coding-Aware Compressive Data Gathering for Energy-Efficient Wireless Sensor Networks

This article investigates the joint application of compressive sensing (CS) and network coding (NC) to the problem of energy-efficient data gathering... (more)

Energy-Harvesting Active Networked Tags (EnHANTs)

This article focuses on a new type of wireless devices in the domain between RFIDs and sensor... (more)

Generic Neighbor Discovery Accelerations in Mobile Applications

As a supporting primitive of many mobile applications, neighbor discovery identifies nearby devices so that they can exchange information and... (more)

REACH2-Mote

A wireless sensor network that employs passive radio wake-up of the sensor nodes can reduce the energy cost for unnecessary idle listening and communication overhead, extending the network lifetime. A passive wake-up radio is powered by the electromagnetic waves transmitted by a wake-up transmitter... (more)

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About TOSN

TOSN publishes original research papers (approximately 30-40 printed pages each in ACM Transaction style) and tutorial and survey papers (approximately 30-50 printed pages each). We do not accept short technical notes.
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Forthcoming Articles
Energy Efficient Time Synchronization in Wireless Sensor Networks via Temperature-Aware Compensation

Time synchronization is critical for wireless sensor networks (WSNs) because data fusion and duty cycling schemes all rely on synchronized schedules. Traditional synchronization protocols assume that wireless channels are available around the clock. However, this assumption is not true for WSNs deployed in intertidal zones. In this paper, we present TACO, a synchronization scheme for WSNs with intermittent wireless channels and volatile environment temperatures. TACO estimates the correlation of clock skews and temperatures by solving a constrained least squares problem, and continuously adjusts the local time with the predicted clock skews according to temperatures. Our experiment conducted in an intertidal zone shows that TACO can greatly reduce the clock drift and prolong the resynchronization intervals.

TAS-MAC: A Traffic-Adaptive Synchronous MAC Protocol for Wireless Sensor Networks

Duty cycling improves energy efficiency but limits throughput and introduces significant end-to-end delay in wireless sensor networks. In this paper, we present a traffic-adaptive synchronous MAC protocol (TASMAC), which is a high throughput low delay MAC protocol tailored for low power consumption. It achieves high throughput by adapting time division multiple access (TDMA) to a novel traffic-adaptive allocation mechanism that assigns time slots only to nodes located on active routes. TAS-MAC reduces the end-to-end delay by notifying all nodes on active routes of incoming traffic in advance. These nodes will claim time slots for data transmission and forward a packet through multiple hops in a cycle. The desirable traffic-adaptive feature is achieved by decomposing traffic notification and data transmission scheduling into two phases, specializing their duties and improving their efficiency respectively. Simulation results and experiments on TelosB motes demonstrate that the two-phase design significantly improves the throughput of current synchronous MAC protocols and achieves the similar low delay of slot stealing assisted TDMA with much lower power consumption.

Near-Optimal Deterministic Steiner Tree Maintenance in Sensor Networks

Optimizing the Lifetime of Sensor Networks with Uncontrollable Mobile Sinks and QoS Constraints

In past literature, it has been demonstrated that the use of mobile sinks (MSs) increases dramatically the lifetime of wireless sensor networks (WSNs). In applications where the MSs are humans, animals, or transportation systems, the mobility of the MS is often random and unpredictable, implying the necessity of novel and specific algorithms tailored to handle significant uncertainty on the MS mobility. In this paper, after defining the scenario under consideration, we define the lifetime optimization of a WSN in the presence of uncontrollable sink mobility and QoS constraints. Next, we present a novel Swarm-Intelligence-based Sensor Selection Algorithm (SISSA), which optimizes network lifetime and meets pre-defined QoS constraints. Then, we mathematically analyze SISSA and derive analytical bounds on energy consumption, number of messages exchanged, and convergence time. We also provide an approximate formula to estimate the network lifetime. The algorithm is experimentally evaluated on practical experimental setups in indoor and outdoor environments, while the network lifetime is analytically compared to that by the optimal scheme. Results indicate that SISSA is highly scalable and provides on the average the 56% of the lifetime provided by the ideal scheme in all the considered network parameter sets.

Incentive Mechanisms for Participatory Sensing: Survey and Research Challenges

Participatory sensing is a powerful paradigm which takes advantage of smartphones to collect and analyze data beyond the scale of what was previously possible. Given that participatory sensing systems rely completely on the users' willingness to submit up-to-date and accurate information, it is paramount to effectively incentivize users' active and reliable participation. In this paper, we survey existing literature on incentive mechanisms for participatory sensing systems. In particular, we present a taxonomy of existing incentive mechanisms for participatory sensing systems, which are subsequently discussed in depth by comparing and contrasting different approaches. Finally, we discuss an agenda of open research challenges in incentivizing users in participatory sensing.

Node or Link? Fine-Grained Analysis of Packet Loss Attacks in Wireless Sensor Networks

In wireless sensor networks, packet losses are often indicator of possible undergoing attacks. Security solutions for comprehensive protection must include functions for packet loss detection. Determining the actual cause of these losses is crucial to a quick and automated reaction to the attack. Packet losses in wireless sensor networks can be caused by attacks affecting either the nodes or the wireless links. The efficacy of the response to such attacks highly depends on an accurate identification of the attack cause. Therefore, approaches to correctly identify the cause of packet losses are needed. The work presented in this paper addresses this problem by designing and implementing a fine-grained analysis (FGA) tool that investigates packet loss events and reports their most likely cause. Our FGA tool profiles the wireless links between the nodes, as well as their neighborhood, by leveraging resident parameters, such as RSSI and LQI, available within every received packet. The design of the system is fully-distributed and event-driven, and its low overhead makes it suitable for resource-constrained entities such as wireless motes. We have validated our approach through real-world experiments, showing that our FGA tool is effective in differentiating between the various attacks that may affect nodes and links.

ATPC: Adaptive Transmission Power Control for Wireless Sensor Networks

Extensive empirical studies presented in this paper confirm that the quality of radio communication between low-power sensor devices varies significantly with time and environment. This phenomenon indicates that the previous topology control solutions, which use static transmission power, transmission range, and link quality, might not be effective in the physical world. To address this issue, this paper presents ATPC, a lightweight algorithm for Adaptive Transmission Power Control that adapts to external changes. In ATPC, each node builds a model for each of its neighbors, describing the correlation between transmission power and link quality. With this model, a feedback-based transmission power control algorithm dynamically maintains individual link quality over time. The intellectual contribution of this work lies in a novel pairwise transmission power control, which is significantly different from existing node-level or network-level power control methods. Also different from most existing simulation work, the ATPC design is guided by extensive field experiments of link quality dynamics at various locations over a long period of time. The results from the real-world experiments demonstrate that with pairwise adjustment, ATPC achieves more energy savings with a finer tuning capability and with online control, ATPC is robust even with environmental changes over time.

Efficient Multi-Channel Communications in Wireless Sensor Networks

This paper demonstrates how to use multiple channels to improve communication performance in Wireless Sensor Networks (WSNs). We first investigate multi-channel realities in WSNs through intensive empirical experiments with Micaz motes. Our study shows that current multi-channel protocols are not suitable for WSNs, because of the small number of available channels and unavoidable time errors found in real networks. With these observations, we propose a novel tree-based multi-channel scheme for data collection applications, which allocates channels to disjoint trees and exploits parallel transmissions among trees. In order to minimize interference within trees, we define a new channel assignment problem which is proven NP-complete. Then we propose a greedy channel allocation algorithm which outperforms other schemes in dense networks with a small number of channels. We implement our protocol, called TMCP, in a real testbed. To adjust to networks with link quality heterogeneity, an extension of TMCP is also proposed. Through both simulation and real experiments, we show that TMCP can significantly improve network throughput and reduce packet losses. More importantly, evaluation results show that TMCP better accommodates multichannel realities found in WSNs than other multi-channel protocols.

IdealVolting -- Reliable Undervolting on Wireless Sensor Nodes

Monitoring Bats in the Wild: On Using Erasure Codes for Energy-Efficient Wireless Sensor Networks

We explore the advantages of using Erasure Codes (ECs) in a very challenging sensor networking scenario, namely monitoring and tracking bats in the wild. The mobile bat nodes collect contact information that needs to be transmitted to stationary base stations whenever being in communication range. We are particularly interested in improving the overall communication reliability of the wireless communication. The mobile nodes are capable to store a few 100kB of data and to exchange contact information in aggregated form. Due to the continuous flight of the bats and the forest environment, the wireless channel quality varies quickly and, thus, the communication is in general assumed to be highly unreliable. Given the strict energy constraints of the mobile node and the inherently asymmetric channels, conventional techniques such as full data replication or Automatic Repeat Request to improve the communication reliability are prohibitive. We investigate the trade-off between reliability achieved and the cost in form of additional transmissions, i.e., the additional energy costs. Our energy measurements on a real platform combined with larger scale simulation clearly indicate the advantages of using ECs in our scenario. The results are also applicable in other configurations when unreliable communication channels meet tight energy budgets.

Game Theory Framework for MAC Parameter Optimization in Energy-Delay Constrained Sensor Networks

Designing Interactive Multi-swimmer Exergames: A Case Study

Accurate, Dynamic, & Distributed Localization of Phenomena for Mobile Sensor Networks

We present a robust, dynamic scheme for the automatic self-deployment and relocation of mobile sensor nodes around areas where phenomena take place. Our scheme aims (a) to sense environmental parameters and accurately capture the evolution of a certain phenomenon (e.g., fire, air contamination) and (b) to fully automate the deployment process by letting nodes relocate, self-organize (and self-reorganize) and optimally cover the focus area. Our intention is to `opportunistically' modify the previous (possibly uniform) sensor placement to attain better spatio-temporal phenomena monitoring. The needed intelligence is fully distributed within the mobile sensor network so that the deployment algorithm is executed incrementally by different nodes. The presented algorithm adopts the Particle Swarm Optimization technique which yields very promising results in the undertaken performance assessment. Our findings show that the presented algorithm captures a certain phenomenon with very high accuracy while maintaining the global energy expenditure of the network at low levels. Random occurrences of similar phenomena put stress upon the algorithm which manages to react promptly and efficiently manage the available sensing resources in the broader setting.

3D-kCov-ComFor: An Energy-Efficient Framework for 3D WSNs

In this paper, we investigate the problem of k-coverage in 3D WSNs, where each point in a 3D field is covered by at least k sensors simultaneously. We consider geographic forwarding in 3D duty-cycled k-covered WSNs, where the sensors can switch between on and off states (i.e., duty-cycled sensors) to save energy. First, we provide a rigorous analysis of the k-coverage problem in 3D WSNs using Hellys Theorem and the Reuleaux tetrahedron model, and compute the sensor spatial density to k-cover a 3D field. Second, based on this analysis, we compute a lower bound and an upper bound on the number of overlapping Reuleaux tetrahedra that are necessary to fill a 3D convex shape, such as the sensing sphere of a sensor. Third, using these results, we present a localized , pseudo-distributed protocol to achieve k-coverage of a 3D field with a reduced number of active sensors, while ensuring connectivity between them. Fourth, we discuss our composite geographic forwarding protocol for 3D duty-cycled k-covered WSNs using a combination of deterministic and opportunistic schemes to forward sensed data towards the sink.

Integrated coverage and connectivity configuration for energy conservation in sensor networks

VigilNet: An integrated sensor network system for energy-efficient surveillance

Distributed weighted-multidimensional scaling for node localization in sensor networks

Semidefinite programming based algorithms for sensor network localization

Models and solutions for radio irregularity in wireless sensor networks

An empirical study of low-power wireless

An analysis of unreliability and asymmetry in low-power wireless links

Reputation-based framework for high integrity sensor networks

On the lifetime of wireless sensor networks

Using mobile phones to determine transportation modes

Bibliometrics

Publication Years 2005-2015
Publication Count 412
Citation Count 2556
Available for Download 412
Downloads (6 weeks) 2654
Downloads (12 Months) 28357
Downloads (cumulative) 269526
Average downloads per article 654
Average citations per article 6
First Name Last Name Award
Pankaj Agarwal ACM Fellows (2002)
Stefano Basagni ACM Distinguished Member (2015)
ACM Senior Member (2006)
Nirupama Bulusu ACM Senior Member (2014)
Jon Crowcroft ACM Fellows (2002)
David Culler ACM Fellows (2002)
Falko Dressler ACM Senior Member (2009)
Deborah Estrin ACM-W Athena Lecturer Award (2006)
ACM Fellows (2000)
Johannes Gehrke ACM Fellows (2014)
Erol Gelenbe ACM Fellows (2001)
Phillip B Gibbons ACM Fellows (2006)
Phillip Gibbons ACM Fellows (2006)
Ramesh Govindan ACM Fellows (2011)
Leonidas J Guibas ACM AAAI Allen Newell Award (2007)
ACM Fellows (1999)
Wendi Beth Heinzelman ACM Distinguished Member (2012)
ACM Senior Member (2009)
Ahmed A Helmy ACM Distinguished Member (2014)
ACM Senior Member (2012)
Mary Jane Irwin ACM-W Athena Lecturer Award (2010)
ACM Distinguished Service Award (2005)
ACM Fellows (1996)
Sitharama Iyengar ACM Fellows (2001)
Michael I. Jordan ACM Fellows (2010)
ACM AAAI Allen Newell Award (2009)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Fellows (2013)
ACM - Infosys Foundation Award in the Computing Sciences (2008)
Ajay Kshemkalyani ACM Distinguished Member (2009)
ACM Senior Member (2009)
Ming Li ACM Fellows (2006)
Mingqiang Li ACM Fellows (2006)
Xiang-Yang Li ACM Distinguished Member (2014)
Yunhao Liu ACM Fellows (2015)
ACM Presidential Award (2013)
Yunhao Liu ACM Fellows (2015)
ACM Presidential Award (2013)
Yunhao Liu ACM Fellows (2015)
ACM Presidential Award (2013)
Yunhao Liu ACM Fellows (2015)
ACM Presidential Award (2013)
Klara Nahrstedt ACM Fellows (2012)
Peng Ning ACM Senior Member (2007)
Krithivasan Ramamritham ACM Fellows (2001)
Daniela Rus ACM Fellows (2014)
Sartaj K Sahni ACM Karl V. Karlstrom Outstanding Educator Award (2003)
ACM Fellows (1996)
Alberto Luigi Sangiovanni Vincentelli ACM Fellows (2014)
Rijurekha Sen ACM India Doctoral Dissertation Award (2014)
Lui Sha ACM Fellows (2005)
John A Stankovic ACM Fellows (1996)
Subhash Suri ACM Fellows (2010)
ACM Distinguished Member (2007)
Gene Tsudik ACM Fellows (2014)
ACM Senior Member (2013)
Martin Vetterli ACM Fellows (2009)
Yu Wang ACM Senior Member (2011)
Matt Welsh ACM Senior Member (2009)
Emmerich Welzl ACM Fellows (1998)
Qiang Yang ACM Distinguished Member (2011)
Ying Zhang ACM Senior Member (2009)
Albert Zomaya ACM Distinguished Member (2006)

First Name Last Name Paper Counts
Guoliang Xing 13
Tarek Abdelzaher 10
Tian He 9
Mani Srivastava 7
Gang Zhou 5
John Stankovic 5
Jie Gao 5
Ramesh Govindan 5
Peng Ning 5
Xiaorui Wang 5
Radu Stoleru 4
Sencun Zhu 4
Wenliang Du 4
Subhash Suri 4
Dan Wang 4
Qing Cao 4
Ioannis Paschalidis 4
Deborah Estrin 4
Radha Poovendran 4
Raja Jurdak 4
Nageswara Rao 4
Xiaodong Wang 4
Alberto Cerpa 4
Lance Kaplan 3
Rajesh Gupta 3
Mo Li 3
Guiling Wang 3
Branislav Kusy 3
Omprakash Gnawali 3
Simon Dobson 3
Xiaohua Jia 3
Yunhao Liu 3
Upamanyu Madhow 3
Jeongyeup Paek 3
Sajal Das 3
Chris Bleakley 3
Qian Zhang 3
Wensheng Zhang 3
Anurag Kumar 3
Daniela Rus 3
Utz Roedig 3
Ryo Sugihara 3
Liqian Luo 3
Kamin Whitehouse 3
Yu Gu 3
Sanjay Jha 3
Marimuthu Palaniswami 3
Thomas La Porta 3
Chenyang Lu 3
Bhaskar Krishnamachari 3
Wade Trappe 3
Wendi Heinzelman 3
Jiming Chen 3
Andrew Campbell 3
Mark Hansen 3
Jennifer Hou 3
Rik Sarkar 3
Jiannong Cao 3
Xiaobing Wu 3
Shane Eisenman 3
Loukas Lazos 3
Jiangchuan Liu 3
Rui Tan 3
Eddie Kohler 2
Theodore Brown 2
Prabal Dutta 2
Kevin Ni 2
Mohamed Younis 2
Wenyuan Xu 2
Ilker Demirkol 2
Pedro Marrón 2
Nithya Ramanathan 2
Philip Levis 2
Pankaj Agarwal 2
Steven Gortler 2
Pieter Hartel 2
Ting Yan 2
Mallikarjun Shankar 2
Chatschik Bisdikian 2
Maura Paterson 2
Faramarz Fekri 2
Andreas Savvides 2
Jinzhu Chen 2
Bhaskaran Raman 2
Lui Sha 2
Marc Geilen 2
Yu Wang 2
Mehul Motani 2
Ronghua Wang 2
Hongjiang Zhang 2
Pascal Vicaire 2
Donggang Liu 2
Qingfeng Huang 2
Xianjin Zhu 2
Yong Yang 2
Yuchee Tseng 2
Laura Balzano 2
Neeraj Jaggi 2
Russell Costa 2
Shucheng Yu 2
Chiara Petrioli 2
Konrad Iwanicki 2
Mihail Sichitiu 2
Andreas Meier 2
David Brady 2
Gregory O'Hare 2
Aldar Chan 2
Jeroen Doumen 2
Lin Gu 2
Indranil Gupta 2
Abu Kamal 2
Alex Rogers 2
Matthew Johnson 2
Douglas Stinson 2
Luca Mottola 2
Anis Koubâa 2
Yanyong Zhang 2
Deokwoo Jung 2
Twan Basten 2
Lu Su 2
Shan Lin 2
Guihai Chen 2
Nicholas Jennings 2
Miguel Carreira-Perpiñán 2
Wolf Pöttner 2
Neal Patwari 2
Yeewei Law 2
Christina Fragouli 2
Chifu Huang 2
Marco Zamalloa 2
Paul Havinga 2
Thomas Kunz 2
Xue Liu 2
John Hicks 2
Sushil Jajodia 2
Hamid Aghajan 2
Lars Wolf 2
Ákos Lédeczi 2
János Sallai 2
Rajesh Panta 2
Samir Das 2
Koen Langendoen 2
Peter Corke 2
Gregory Pottie 2
Dong Xuan 2
Sitharama Iyengar 2
Sudha Krishnamurthy 2
Ashutosh Sabharwal 2
Nisheeth Shrivastava 2
Gene Tsudik 2
Marwan Krunz 2
Sol Lederer 2
Mingyan Liu 2
Hengchang Liu 2
Yong Liu 2
Pangun Park 2
Péter Völgyesi 2
Suyoung Yoon 2
Chiehyih Wan 2
Antonio Ruzzelli 2
Bogdan Carbunar 2
David Yau 2
Edward Coyle 2
Tao Liu 2
Thomas Wettergren 2
Zhenjiang Li 2
Keith Martin 2
Michele Rossi 2
Dong Guo 2
Wenbo He 2
Sanjeev Setia 2
Carlo Fischione 2
Diethelm Ostry 2
Cormac Sreenan 2
Gul Agha 2
Li Xiao 2
Sutharshan Rajasegarar 2
Michael Segal 2
Wilfried Philips 2
Hairong Qi 2
Anne Kermarrec 2
Gian Picco 2
Robert Pless 2
Deepak Ganesan 2
Thomas La Porta 2
Guohong Cao 2
James Brown 2
Saurabh Bagchi 2
Wen Hu 2
Anish Arora 2
Claude Castelluccia 2
Wenzhan Song 2
Rong Zheng 2
Mahmut Karakaya 2
Sunhee Yoon 1
David Forrester 1
Tal Anker 1
Mo Li 1
Yi Yang 1
Albert Zomaya 1
Zhaohui Yuan 1
Saurabh Ganeriwal 1
Xin Yao 1
Santhoshkumar Sunderrajan 1
Peter Schelkens 1
David Abbott 1
Dong Wang 1
Carter De Leo 1
Hongwei Zhang 1
Xin Che 1
Xiaohui Liu 1
Aaron Mavrinac 1
Alejandro Frery 1
Antônio Loureiro 1
Sanem Kabadayı 1
Ziguo Zhong 1
Jin Teng 1
Alireza Ghaffarkhah 1
Leonardo Bobadilla 1
Amotz Bar-Noy 1
Jing Dong 1
Yin Chen 1
Sirin Tekinay 1
Mario Strasser 1
Boris Danev 1
Yuanchao Shu 1
Geyong Min 1
Athanasios Vasilakos 1
Rashid Ansari 1
Bingsheng He 1
Yafeng Wu 1
Zhi Guan 1
Michael Smith 1
Sundeep Pattem 1
Kokkiong Yap 1
Nirupama Bulusu 1
Himanshu Gupta 1
Falko Dressler 1
Gaurav Mathur 1
Raghuraman Mudumbai 1
Yue Wang 1
Andreas Lachenmann 1
Pablo Soldati 1
Yan Liu 1
Deborah Estrin 1
David Nguyen 1
Neeraj Suri 1
Robert Margolies 1
Luca Carloni 1
Fan Ye 1
Haipeng Dai 1
Dawei Zhou 1
Mohammad Rahimi 1
Abtin Keshavarzian 1
Shibo He 1
Alberto Sangiovanni-Vincentelli 1
Prasant Misra 1
Ou Yang 1
Paulo Gil 1
Yu Peng 1
Pengjun Wan 1
Rensong Ko 1
Jun Zhang 1
William Chappell 1
Konstantinos Kalpakis 1
An Liu 1
Emiliano Miluzzo 1
Xiaogang Liu 1
Emo Welzl 1
Sasank Reddy 1
Xiaochun Xu 1
Alessandro Nordio 1
Lifeng Sang 1
Anupam Gupta 1
Srinivasan Seshan 1
Pei Huang 1
Pallavi Manohar 1
Pedro Julián 1
Andreas Andreou 1
Jiří Matoušek 1
Niki Trigoni 1
Liam Roditty 1
Thomas Schmid 1
Xianjin Zhu 1
Min Shao 1
Chuang Lin 1
Yunghsiang Lu 1
Damien Jourdan 1
Dirk Van Haerenborgh 1
Johnny Park 1
Foad Dabiri 1
Yu Chen 1
Haohau Chu 1
Simon Wang 1
Chris Crossman 1
Wenjing Lou 1
Katerina Argyraki 1
Somnath Mitra 1
Santosh Kumar 1
Cecilia Mascolo 1
Maarten Van Steen 1
Wook Choi 1
Giacomo Ghidini 1
Vladimir Dyo 1
Bence Pásztor 1
Kaiqi Xiong 1
Ting Zhu 1
Sagar Bijwe 1
Yuan Zhou 1
Sarangapani Jagannathan 1
Paweł GburzyńSki 1
Xiaohui Liu 1
David Culler 1
Younghun Kim 1
Jangping Sheu 1
Domenic Forte 1
Ankur Srivastava 1
Hanan Shpungin 1
Manuel Roveri 1
Wei Dong 1
Jiajun Bu 1
Tingyu Wang 1
Marcel Steine 1
Michał Ren 1
Michael Lemay 1
Deukhyoun Heo 1
Bernard Mulgrew 1
Elizabeth Basha 1
Sharadh Ramaswamy 1
Richard Cagley 1
Marin Bertier 1
Aqeel Kazmi 1
Benjamin Gaudette 1
Mengfan Shan 1
Leonid Barenboim 1
Haosheng Fan 1
Xianwei Sun 1
Mehmet Donmez 1
Abdelsalam Helal 1
Lloyd Emokpae 1
Tien Pham 1
Shuo Guo 1
Guang Tan 1
Hui Wang 1
Urbashi Mitra 1
Hosam Rowaihy 1
Martin Haenggi 1
Ben Greenstein 1
Mário Alves 1
Chanchai Veerarittiphan 1
Maggiexiaoyan Cheng 1
Shigeng Zhang 1
Mahima Suresh 1
Dheeraj Kumar 1
Theofanis Lambrou 1
Wan Du 1
Zikun Xing 1
Haiyan Miao 1
Nicola Bui 1
Zhong Chen 1
Erman Ayday 1
Shihying Chang 1
Sharanya Eswaran 1
David Malan 1
Guohong Cao 1
Supriyo Chatterjea 1
Qiang Yang 1
Dou Shen 1
Krithi Ramamritham 1
Konstantinos Kleisouris 1
Chuntung Chou 1
Jehoshua Bruck 1
Isabel Dietrich 1
Prasun Sinha 1
Karl Johansson 1
Ali Ercan 1
Amirhosein Taherkordi 1
Zheng Yang 1
Chenshu Wu 1
Saro Meguerdichian 1
Phoebus Chen 1
John Heidemann 1
Kui Ren 1
Pohkit Chong 1
Yamina Shams 1
Christos Panayiotou 1
Liqun Li 1
Min Mun 1
Donnie Kim 1
Dong Liang 1
Amarjeet Singh 1
Davide Zordan 1
Andrew Sugaya 1
Peter Kinget 1
Desheng Zhang 1
Tan Yan 1
Adriano Branco 1
Xu Ning 1
Stefano Soatto 1
Abhishek Sharma 1
Jing Wang 1
William Plishker 1
Cunqing Hua 1
John Mitchell 1
Deep Medhi 1
Kyle Jamieson 1
Alexander Dean 1
Gaurav Sukhatme 1
Nicholas Lane 1
Gahngseop Ahn 1
Wei Yu 1
Sorabh Gandhi 1
Li Zhou 1
Michael Pearce 1
Sartaj Sahni 1
Mengxia Zhu 1
Song Ding 1
Carlos Guestrin 1
Dylan Thurston 1
Samuel Midkiff 1
Tianqi Wang 1
Bülent Tavli 1
Yu Wang 1
Laukik Chitnis 1
Phillip Gibbons 1
Brian Cooper 1
Rajnish Kumar 1
Károly Molnár 1
Tarik Tabet 1
Ankit Tiwari 1
Frank Lewis 1
Roy Shea 1
Kurt Plarre 1
Dinesh Verma 1
Yue Wu 1
Carl Larsen 1
Michael Jordan 1
Heemin Park 1
Shanhung Wu 1
Yenting Chen 1
Cesare Alippi 1
Karol Strzelecki 1
Ali Eslami 1
D Knox 1
Hungyun Hsieh 1
Pai Chou 1
Debraj De 1
Byeongsam Kim 1
Amitabha Bagchi 1
Wenjing Lou 1
Qian Wang 1
Yann Busnel 1
Giuseppe Anastasi 1
Cynthia Phillips 1
Jianxun Wang 1
Shlomi Dolev 1
Jessica Croft 1
Sneha Kasera 1
Jiakang Lu 1
Yuhen Hu 1
Thomas Dietterich 1
Simon Duquennoy 1
Mikael Johansson 1
Christos Laoudias 1
Sarma Vrudhula 1
Matti Hämäläinen 1
Shukor Razak 1
Hweepink Tan 1
Oleg Prokopyev 1
Li Xu 1
Matthew Keally 1
Jonathan Friedman 1
Gaddi Blumrosen 1
Boris Rubinsky 1
Leonidas Guibas 1
Jason Isaacs 1
Tien Pham 1
Sajal Das 1
Shigang Chen 1
Byunghoo Jung 1
Daniel Klein 1
Fengyuan Ren 1
Nicholas Roy 1
Thomas Kuo 1
Bangalore Manjunath 1
Frederik Verbist 1
Sebastian Gruenwedel 1
Gerhard Maierbacher 1
Eduardo Oliveira 1
Pradip De 1
Lance Kaplan 1
Zuoming Yu 1
Fred Cohen 1
Satish Vedantam 1
Brett Bavar 1
Cristina Nita-Rotaru 1
Eyuphan Bulut 1
Renita Machado 1
Chris Ma 1
Eduardo Tovar 1
Rong Zheng 1
Jie Liu 1
Ingray Chen 1
Nadjib Badache 1
Premkumar Karumbu 1
Yuehsun Lin 1
Camillo Taylor 1
Ugur Erdem 1
Mohammad Ilyas 1
Flávio Bergamaschi 1
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Polly Huang 1
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Michael Osborne 1
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Ming Li 1
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Liu Liu 1
Jing(Selena) He 1
Raheem Beyah 1
Yingshu Li 1
Nael Abu-Ghazaleh 1
Lapo Balucanti 1
Izhak Rubin 1
YoungMin Kwon 1
Artemis Voulkidis 1
Guobin Shen 1
Mohammadmaifi Khan 1
Jonghoon Kim 1
Klara Nahrstedt 1
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Olaf Landsiedel 1
Majid Nabi 1
Dijun Luo 1
Kay Römer 1
Ethan Dereszynski 1
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Xin Qi 1
Xin Gao 1
Fan Wu 1
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Lewis Girod 1
Fei Qin 1
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Sameer Sundresh 1
Isaac Amundson 1
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Christopher Leckie 1
Kun Liu 1
Tenhwang Lai 1
Haoying Fu 1
Yuanchen Zhu 1
Alireza Seyedi 1
Jonathan Hui 1
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Limin Wang 1
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Ozan Kilic 1
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Sumit Roy 1
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Khuong Vu 1
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Ananth Krishnamurthy 1
Peter Lewis 1
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Hieukhac Le 1
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Paul Shin 1
Avinash Kak 1
Mohamed Chehade 1
Sadaf Zahedi 1
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Qing Cao 1
Xiaole Bai 1
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Yingying Chen 1
Lei Zhang 1
Ligang Liu 1
Krishna Venkatasubramanian 1
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Zijian Wang 1
Peter Brass 1
Djamel Djenouri 1
Xuan Liu 1
M Banks 1
Xi Xu 1
Lloyd Chua 1
Muen Wu 1
Xusheng Sun 1
Archan Misra 1
Matt Welsh 1
Hui Song 1
Jie Yin 1
Vikram Srinivasan 1
Andrew Taylor 1
Anxiao(Andrew) Jiang 1
Lodewijk Van Hoesel 1
Paul Chukiu 1
Klaus Herrmann 1
Yanjun Yao 1
Edgar Lobaton 1
Parvez Ahammad 1
Lungchung Chang 1
Wei Ye 1
Tiziana Calamoneri 1
Mário Alves 1
Sudip Misra 1
Andrew Markham 1
Peng Ning 1
Pavan Kumar 1
Stephen Dawson-Haggerty 1
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Ioanis Nikolaidis 1
Wentsuen Chen 1
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Qun Li 1
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Jie Wu 1
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Stathes Hadjiefthymiades 1
Jie Li 1
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Hongyan Wang 1
John Sarik 1
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Sol Shatz 1
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Navinda Kottege 1
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Min Mun 1
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Prabal Dutta 1
Qishi Wu 1
Gunnar Schaefer 1
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Mary Irwin 1
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Jon Kleinberg 1
Haeyong Chung 1
Anand Paul 1
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Young Cho 1
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Wei Li 1
Y Hu 1
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Karim Seada 1
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Peter Veelaert 1
Vibhav Kapnadak 1
Hossein Ahmadi 1
Michael Brünig 1
Marleen Morbée 1
Cem Ersoy 1
Cong Huynh 1
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Ravi Tiwari 1
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Chengdu Huang 1
Christine Julien 1
Srikanth Hariharan 1
Hongbo Liu 1
Dayong Jia 1
Craig Gotsman 1
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Wei Zhang 1
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Xiaoyan Li 1
Peter Desnoyers 1
Yi Shi 1
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Gil Zussman 1
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Ali Tosun 1
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Myounggyu Won 1
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Manuel Urueña 1
Dawei Pan 1
Xiaohua Xu 1
Joaquim Oller 1
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YoungMin Kwon 1
Mark Krasniewski 1
Wenchan Shih 1
Vishal Chowdhary 1
Jon Crowcroft 1
Holger Keeler 1
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François Ingelrest 1
Matthew Holland 1
Xiangyang Li 1
Bruce Krogh 1
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Dhanya Devarajan 1
Junsuk Shin 1
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Murat Demirbas 1
Sudha Ram 1
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Alan Demers 1
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David Peleg 1
Bracha Hod 1
Danny Dolev 1
Dimitrios Peroulis 1
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Ahmed Helmy 1
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Nikos Deligiannis 1
Rik Van De Walle 1
Jiawei Han 1
My Thai 1
Adrian Ilie 1
Greg Welch 1
Xiang Chen 1
Einar Mykletun 1
Dongming Lu 1
Heitor Ramos 1
Xiangyang Li 1
Heng Zhang 1
Benjamín Tovar 1
Christian Renner 1
Stefan Unterschütz 1
Gong Zhang 1
Krithi Ramamritham 1
Jeffrey Kharoufeh 1
Rijurekha Sen 1
Mort Naraghi-Pour 1
Silvana Rossetto 1
Lijie Xu 1
Li Chen 1
Stefano Basagni 1
Saber Jafarizadeh 1
Chadi Assi 1
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Michael Hamilton 1
Sharon Coe 1
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Chao Wang 1
Junkun Li 1
YOUxIAN SUN 1
David Moss 1
Ricardo Silva 1
Zhimeng Yin 1
Anne Kermarrec 1
Jose Cecilio 1
Kirill Mechitov 1
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Hailun Tan 1
Vana Kalogeraki 1
Aman Kansal 1
Ronald Peterson 1
Kung Yao 1
Yang Yu 1
Marc Parlange 1
Mo Sha 1
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Ananth Grama 1
Jan Vitek 1
Alfred Hero, 1
Jose Costa 1
Richard Radke 1
Gruia Roman 1
Sangeeta Bhattacharya 1
Miklós Maróti 1
Radu Sion 1
Stefan Gun&acaron; 1
Petr Jurčík 1
Hamid Al-Hamadi 1
Abdelouahid Derhab 1
Weijiao Gong 1
Wei Lai 1
Pavan Edara 1
Zongheng Zhou 1
Li Li 1
Prashant Shenoy 1
Bin Xiao 1
Renjie Huang 1
Nikhil Naikal 1
Emre Atsan 1
Stephen Ellwood 1
Ricklef Wohlers 1
Gregory Pottie 1
Amotz Bar-Noy 1
Sangseok Yoon 1
Jaein Jeong 1
Răzvan Cristescu 1
Pratik Biswas 1
Christopher Gill 1
Shouling Ji 1
Vinaitheerthan Sundaram 1
Arif Uluagac 1
Phone Lin 1
Geoff Coulson 1
Mohammad Nekoui 1
Jongsoo Jeong 1
Jongjun Park 1
Hongbo Jiang 1
Jiawei Han 1
Trilochan Panigrahi 1
Hoang Nguyen 1
Roberto Baldoni 1
Declan Delaney 1
Baris Tas 1
Miloš Blagojević 1
Guojun Wang 1
Michalis Michaelides 1
Limin Sun 1
Siawlynn Ng 1
Katie Shilton 1
Huan Li 1
Xiucai Ye 1
Sebestyén Dóra 1
James Ritcey 1
Toygar Akgun 1
Rich Rosasco 1
Prasanna Ballal 1
Yong Yao 1
Srinivasagopalan Srivathsan 1
Xun Su 1
Alon Efrat 1
Yibei Ling 1
Zainul Charbiwala 1
Xiaoye Jiang 1
Jerry Burman 1
João Hespanha 1
Jie Gao 1
Tao He 1
Xue Liu 1
Koushik Kar 1
Adrian Munteanu 1
Jürgen Slowack 1
Jorge Niño-Castañeda 1
Peter Van Hese 1
Sinan Isik 1
B Manjunath 1
Mikhail Afanasyev 1
Xi Ju 1
Yonghong Tan 1
Johnsen Kho 1
João Barros 1
Lili Wang 1
Ming Xia 1
Azzedine Boukerche 1
Jan Hauer 1
Varick Erickson 1
Weijia Jia 1
Jun Liu 1
Kiyoung Jang 1
Matteo Ceriotti 1
Periklis Liaskovitis 1
Curt Schurgers 1
Srdjan Čapkun 1
Erol Gelenbe 1
Ying Zhang 1
Lu Ruan 1
Zhu Han 1
Miloud Bagaa 1
Amin Rasekh 1
Xu Li 1
Azad Ali 1
Shaohan Hu 1
Ioannis Kymissis 1
Baradwaj Vigraham 1
Roberto Ierusalimschy 1
Kaushik Chowdhury 1
Christos Cassandras 1
Shuvra Bhattacharyya 1
Paritosh Padhy 1
Thanos Stathopoulos 1
Neil Goldsman 1
Huangchen Lee 1
Kewal Saluja 1
Vasos Vassiliou 1
Hongbo Jiang 1
Shengkai Zhang 1
Alberto Cardoso 1
Pedro Furtado 1
Yi Yuan 1
Xiyuan Peng 1
Peiyu Chiang 1
JunBum Lim 1
Christian Poellabauer 1
Vishnu Navda 1
Srikanth Krishnamurthy 1
Russell Higgs 1
Sushmita Ruj 1
Venu Vasudevan 1
Weidong Shi 1
Richard Brooks 1
Martin Vetterli 1
Emanuele Viterbo 1
Peter Taylor 1
Haiyan Cai 1
Matthew Miller 1
Alin Dobra 1
Behnaam Aazhang 1
Arnab Chakrabarti 1
Alex Kesselman 1
Mo Li 1
Mukundan Sridharan 1
D Manjunath 1
Yucel Altunbasak 1
Tarik Arici 1
Konstantinos Psounis 1
Cyrus Shahabi 1
Mo’taz Al-Hami 1
Hungmin Sun 1
Babak Shirmohammadi 1
Hayder Radha 1
Richard Martin 1
Kaiwei Fan 1
Bin Tang 1
Rohini Kurkal 1
Ted Lai 1
Shankar Sastry 1
Lorenzo Keller 1
Novella Bartolini 1
Santanu Guha 1
Habib Youssef 1
Carlo Boano 1
Kharsim Yousef 1
Yaron Lipman 1
Yin Chen 1
Chieh Liang 1
Andreas Terzis 1
Jun Zhang 1
Priya Kasirajan 1
Di Ma 1
Marco Caccamo 1
Yinyu Ye 1
XuanLong Nguyen 1
Jinling Liang 1
Guanghui He 1
Huailei Fu 1
Antonio Marullo 1
Xiaolong Huang 1
Pengfei Zhou 1
Yuanqing Zheng 1
Weichih Liao 1
Marek Klonowski 1
Vahid Salmani 1
Qingsi Wang 1
Cristina Pinotti 1
Kumar Viswanatha 1
Ankur Saxena 1
Kui Ren 1
Xing Fu 1
Jaspreet Singh 1
Nihat Altiparmak 1
Heikki Karvonen 1
Xiaojun Zhu 1
Sriram Premnath 1
Bugong Xu 1

Affiliation Paper Counts
Shanghai Normal University 1
Technion - Israel Institute of Technology 1
Frostburg State University 1
University of Connecticut 1
Portland State University 1
University of Pannonia 1
South China University of Technology 1
University of Tokyo 1
Broadcom Corporation 1
Lawrence Livermore National Laboratory 1
Zhejiang University of Technology 1
University of Exeter 1
Clemson University 1
IBM Austin Research Laboratory 1
University of Edinburgh 1
University of Szeged 1
Technical University of Madrid 1
City College of New York 1
University of Pisa 1
University of Athens 1
Kadir Has University 1
Southern Illinois University at Carbondale 1
TOBB University of Economics and Technology 1
University of Missouri-St. Louis 1
Free University of Berlin 1
California State University Los Angeles 1
University of Queensland 1
Teledyne Technologies 1
Utah State University 1
McMaster University 1
Universite de Nantes 1
University of Kuwait 1
University of Sousse 1
Gwangju Institute of Science and Technology 1
Jiangsu University of Science and Technology 1
SAP AG 1
Cyprus University of Technology 1
New York Institute of Technology 1
Huawei Technologies Co., Ltd. 1
European Microsoft Innovation Center GmbH 1
University of Applied Sciences and Arts of Southern Switzerland 1
Karlsruhe Institute of Technology 1
Madrid Institute for Advanced Studies 1
National Institute of Science and Technology 1
VMware, Inc 1
Indian Institute of Technology Bhubaneswar 1
Indraprastha Institute of Information Technology Delhi 1
Chalmers University of Technology 1
Oklahoma Baptist University 1
University of Glasgow 1
Rochester Institute of Technology 1
McGill University 1
Bar-Ilan University 1
University of Perugia 1
Sookmyung Women's University 1
Samsung Electronics 1
Institute of High Performance Computing, Singapore 1
Southeast University China, Nanjing 1
Ruhr University of Bochum 1
University of Electronic Science and Technology of China 1
Los Alamos National Laboratory 1
MIT Computer Science and Artificial Intelligence Laboratory 1
Koc University 1
University of Western Macedonia 1
The University of North Carolina at Charlotte 1
University of Missouri-Kansas City 1
Northwestern University 1
Horia Hulubei National Institute of Physics and Nuclear Engineering 1
Sandia National Laboratories, New Mexico 1
Osaka Prefecture University 1
Vrije Universiteit Amsterdam 1
Nanjing University of Post and TeleCommunications 1
University of Texas at Dallas 1
Lafayette College 1
Howard Hughes Medical Institute 1
King Fahd University of Petroleum and Minerals 1
The University of British Columbia 1
Southwest Jiaotong University 1
Isik University 1
Donghua University 1
IBM Research 1
Brown University 1
Technical University of Berlin 1
University of Bedfordshire 1
Roma Tre University 1
Toyon Research Corporation 1
King Saud University 1
Qualcomm Incorporated 1
Czech Technical University in Prague 1
South National University 1
University of the Pacific, California 1
Texas Instruments 1
University of Southern California, Information Sciences Institute 1
Robert Bosch GmbH 1
Philips Research 1
Charles University in Prague 1
Academia Sinica Taiwan 1
Weizmann Institute of Science Israel 1
Hongik University 1
NEC Laboratories America, Inc. 1
Washington State University Pullman 1
The University of North Carolina at Greensboro 1
Communications Research Centre 1
Fujian Normal University 1
Singapore Management University 1
Graz University of Technology 1
Kennesaw State University 1
University of Calabria 1
Catholic University of America 1
University of Louisville 1
IBM 1
Federal University of Rio de Janeiro 2
Max Planck Institute for Informatics 2
University of Erlangen-Nuremberg 2
University of Arkansas at Little Rock 2
Centre for Wireless Communications Finland 2
Universidad Carlos III de Madrid 2
Chinese University of Hong Kong 2
University of Texas at San Antonio 2
Indian Institute of Technology, Kharagpur 2
Washington State University Vancouver 2
Federal University of Alagoas 2
Delft University of Technology 2
University of Pennsylvania 2
University of Michigan-Dearborn 2
University of Porto 2
Technical University of Hamburg-Harburg 2
University of Oslo 2
Queensland University of Technology 2
Worcester Polytechnic Institute 2
Polytechnic Institute of Turin 2
Lubeck University 2
University of Windsor 2
Oregon State University 2
Adam Mickiewicz University of Poznaniu 2
University of Tsukuba 2
University of Duisburg-Essen 2
University of Washington 2
University of Stuttgart 2
University of South Carolina 2
University of Science and Technology of China 2
University of Birmingham 2
Wroclaw University of Technology 2
Brunel University 2
Universiti Teknologi Malaysia 2
University College London 2
Jozef Stefan Institute 2
Osaka University 2
Indian Statistical Institute, Kolkata 2
The University of North Carolina at Chapel Hill 2
Nokia 2
National University of Kaohsiung 2
Cisco Systems 2
Federal University of Minas Gerais 2
Temple University 2
University of Alberta 2
Korea Advanced Institute of Science & Technology 2
Concordia University, Montreal 2
Intel Research Laboratories 2
Ozyegin University 2
Microsoft Research Asia 2
University of Padua 3
Instituto Superior de Engenharia do Porto 3
University of Siena 3
National Technical University of Athens 3
Princeton University 3
University of Illinois 3
Bogazici University 3
National Chung Cheng University 3
Birkbeck University of London 3
Seoul National University 3
University of Massachusetts System 3
University of Waterloo 3
Imperial College London 3
University of Pittsburgh 3
National University of Singapore 3
Carleton University 3
Wichita State University 3
Binghamton University State University of New York 3
University of Notre Dame 3
University of St Andrews 3
Telcordia Technologies, Inc. 3
Shanghai Jiaotong University 3
University Michigan Ann Arbor 3
University of Nebraska - Lincoln 3
Institut de Recherche en Informatique et Systemes Aleatoires 3
Palo Alto Research Center 3
Swedish Institute of Computer Science 3
University at Buffalo, State University of New York 3
Indian Institute of Technology, Delhi 3
Intel Corporation 3
Centre de Recherche sur l'Information Scientifique et Technique (CERIST) 3
Bell Labs Research Center, India 3
Singapore University of Technology and Design 3
Electronics Telecommunication Research Institute 4
Iowa State University 4
Yale University 4
University of Minnesota System 4
University of California, Irvine 4
University of Bonn 4
University of Texas at Austin 4
Polytechnic Institute of Porto 4
Peking University 4
Central South University China 4
George Mason University 4
Chinese Academy of Sciences 4
Harbin Institute of Technology 4
Royal Holloway University of London 4
Naval Undersea Warfare Center Newport Beach 4
Missouri University of Science and Technology 4
University of Maryland, Baltimore County 4
University of Utah 4
University of Sydney 4
Vrije Universiteit Brussel 4
Virginia Tech 4
Ben-Gurion University of the Negev 4
University of Ottawa, Canada 4
California Institute of Technology 4
Pontifical Catholic University of Rio de Janeiro 4
U.S. Army Research Laboratory 4
Institute for Infocomm Research, A-Star, Singapore 5
Johns Hopkins University 5
Rice University 5
Google Inc. 5
Universitat Politecnica de Catalunya 5
Hebrew University of Jerusalem 5
Duke University 5
Wayne State University 5
Technical University of Darmstadt 5
Georgia State University 5
INRIA Institut National de Rechereche en Informatique et en Automatique 5
University of Warsaw 5
Beihang University 5
University of Massachusetts Amherst 5
University of Tennessee, Knoxville 5
University of Trento 5
Simon Fraser University 5
Microsoft Research 5
Politecnico di Milano 5
Motorola 5
University College Cork 5
Huazhong University of Science and Technology 5
Stevens Institute of Technology 5
Northeastern University 5
University of Minnesota Twin Cities 5
University of Cambridge 5
University of Wisconsin Madison 5
University of Cyprus 5
University of Michigan 6
Arizona State University 6
Louisiana State University 6
Cornell University 6
Technical University in Braunschweig 6
Harvard University 6
National Chiao Tung University Taiwan 6
The College of William and Mary 6
IBM Thomas J. Watson Research Center 6
National Tsing Hua University 6
University of Coimbra 6
New Jersey Institute of Technology 6
Swiss Federal Institute of Technology, Zurich 6
University of Illinois at Chicago 6
Carnegie Mellon University 6
Swiss Federal Institute of Technology, Lausanne 6
University of California, Riverside 6
Syracuse University 6
CSIRO Ict Centre 7
Royal Institute of Technology 7
Dartmouth College 7
University of Maryland 7
Lancaster University 7
Oak Ridge National Laboratory 7
Tsinghua University 7
Microsoft 7
University of Oxford 7
University of New South Wales 7
University of Memphis 7
Eindhoven University of Technology 7
Illinois Institute of Technology 8
City University of New York 8
University of Arizona 8
City University of Hong Kong 8
University of California, San Diego 8
University of Roma La Sapienza 8
University of Houston 9
Hong Kong University of Science and Technology 9
Indian Institute of Science 9
University of Washington Seattle 9
Massachusetts Institute of Technology 9
University of Southampton 9
Rensselaer Polytechnic Institute 9
Rutgers University 9
Nanjing University 9
Texas A and M University 10
National Taiwan University 11
University of Twente 11
University of Melbourne 11
Nanyang Technological University 12
University of California , Merced 12
Washington University in St. Louis 12
University of Florida 12
Boston University 12
University of Rochester 12
University of Texas at Arlington 13
University College Dublin 13
Hong Kong Polytechnic University 13
Indian Institute of Technology, Bombay 13
Commonwealth Scientific and Industrial Research Organization 13
Ghent University 13
Vanderbilt University 14
Pennsylvania State University 15
North Carolina State University 16
Zhejiang University 17
Columbia University 17
Stanford University 18
University of California, Berkeley 18
Georgia Institute of Technology 19
Ohio State University 24
Stony Brook University 24
University of California, Santa Barbara 24
University of Southern California 24
Michigan State University 32
Purdue University 34
University of Virginia 35
University of Illinois at Urbana-Champaign 43
University of California, Los Angeles 58
 
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