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On Ordering Multi-Robot Task Executions within a Cyber Physical System

With robots entering the world of Cyber Physical Systems (CPS), ordering the execution of allocated tasks during runtime becomes crucial. This is so... (more)

MARC: A Resource Consumption Modeling Service for Self-Aware Autonomous Agents

Autonomicity is a golden feature when dealing with a high level of complexity. This complexity can be tackled partitioning huge systems in small autonomous modules, i.e., agents. Each agent then needs to be capable of extracting knowledge from its environment and to learn from it, in order to... (more)

Hierarchical Optimal Control Method for Controlling Large-Scale Self-Organizing Networks

Self-organization has the potential for high scalability, adaptability, flexibility, and robustness, which are vital features for realizing future... (more)

Efficient and Robust Emergence of Norms through Heuristic Collective Learning

In multiagent systems, social norms serves as an important technique in regulating agents’ behaviors to ensure effective coordination among... (more)

A Stepwise Auto-Profiling Method for Performance Optimization of Streaming Applications

Data stream management systems (DSMSs) are scalable, highly available, and fault-tolerant systems that aggregate and analyze real-time data in motion.... (more)

From DevOps to BizOps: Economic Sustainability for Scalable Cloud Applications

Virtualization of resources in cloud computing has enabled developers to commission and recommission resources at will and on demand. This virtualization is a coin with two sides. On one hand, the flexibility in managing virtual resources has enabled developers to efficiently manage their costs; they can easily remove unnecessary resources or add... (more)

NEWS

New EiC

ACM Transactions on Autonomous and Adaptive Systems Names Bashar Nuseibeh as EiC

ACM Transactions on Autonomous and Adaptive Systems (TAAS) has named Bashar Nuseibeh as Editor-in-Chief, for the term October 1, 2017 to September 30, 2020. Bashar is a Professor of Computing at The Open University, UK,  and a Professor of Software Engineering at Lero - The Irish Software Research Centre. He is also Visiting Professor at University College London and at the National Institute of Informatics in Japan.

Viable Algorithmic Options for Designing Reactive Robot Swarms

A central problem in swarm robotics is to design a controller which will allow the member robots of the swarm to collectively perform a given task. Of particular interest in massively distributed applications are controllers with severely limited computational and sensory abilities. In this paper, we give the results of the first computational complexity analysis of the swarm design problem relative to what is arguably the simplest possible type of reactive controller, the so-called computation-free controller proposed by Gauci et al. We show that computation-free swarm design is not polynomial-time solvable either in general or by the most desirable types of approximation algorithms (including evolutionary algorithms with high probability of producing correct solutions) but is solvable in effectively polynomial-time relative to several types of restrictions on swarms, environments, and tasks. We also show that all of our intractability and inapproximability results hold for the design of any type of reactive swarm (including those based on the popular feedforward neural network and Brooks-style subsumption controllers) whose member robots satisfy two simple conditions.

Flexible and Efficient Decision-Making for Proactive Latency-Aware Self-Adaptation

Proactive latency-aware adaptation is an approach for self-adaptive systems that considers both the current and anticipated adaptation needs when making adaptation decisions, taking into account the latency of the available adaptation tactics. Since this is a problem of selecting adaptation actions in the context of the probabilistic behavior of the environment, Markov decision processes (MDP) are a suitable approach. However, given all the possible interactions between the different and possibly concurrent adaptation tactics, the system, and the environment, constructing the MDP is a complex task. Probabilistic model checking has been used to deal with this problem, but it requires constructing the MDP every time an adaptation decision is made to incorporate the latest predictions of the environment behavior. In this article, we describe PLA-SDP, an approach that eliminates that run-time overhead by constructing most of the MDP offline. At run time, the adaptation decision is made by solving the MDP through stochastic dynamic programming, weaving in the environment model as the solution is computed. We also present extensions that support different notions of utility, such as maximizing reward gain subject to the satisfaction of a probabilistic constraint, making PLA-SDP applicable to systems with different kinds of adaptation goals.

TAAS 12:4 Farewell Editorial

Software Adaptation in Wireless Sensor Networks

We present design concepts, programming constructs, and automatic verification techniques to support the development of adaptive Wireless Sensor Network (WSN) software. WSNs operate at the interface between physical world and the computing machine, and are hence exposed to unpredictable environment dynamics. WSN software must adapt to these dynamics to maintain dependable and efficient operation. While significant literature exists on the necessary adaptation logic, developers are left without proper support in materializing such a logic in a running system. Our work fills this gap with three contributions: i) design concepts help developers organize the adaptive functionality and understand their relations, ii) dedicated programming constructs simplify the implementations, iii) custom verification techniques allow developers to check the correctness of their design before deployment. We implement tool support to tie the three contributions, facilitating their application. Our evaluation considers representative WSN applications to analyze code metrics, synthetic simulations, and cycle-accurate emulation of popular WSN platforms. The results indicate that our work simplifies the development of adaptive WSN software; for example, implementations are provably easier to test, the run-time overhead of our programming construct is negligible, and our verification techniques return results in a matter of seconds.

Engineering Self-Adaptive Software Systems: From Requirements to Model Predictive Control

Self-adaptive software systems monitor their operation and adapt when their requirements fail due to unexpected phenomena in their environment. This paper examines the case where the environment changes dynamically over time and the chosen adaptation has to take into account such changes. In control theory, this type of adaptation is known as Model Predictive Control and comes with a well-developed theory and myriads of successful applications. The paper focuses on modelling the dynamic relationship between requirements and possible adaptations. It then proposes a controller that exploits this relationship to optimize the satisfaction of requirements relative to a cost-function. This is accomplished through a model-based framework for designing self-adaptive software systems that can guarantee a certain level of requirements satisfaction over time, by dynamically composing adaptation strategies when necessary. The proposed framework is illustrated and evaluated through two simulated systems, namely the Meeting-Scheduling exemplar and an E-Shop.

Effective Capacity Modulation as an Explicit Control Knob for Public Cloud Profitability

In this paper, we explore the efficacy of dynamic effective capacity modulation (i.e., using virtualization techniques to offer lower resource capacity than that advertised by the cloud provider) as a control knob for a cloud provider's profit maximization complementing the more well-studied approach of dynamic pricing. In particular, our focus is on emerging cloud ecosystems wherein we expect tenants to modify their demands strategically in response to such modulation in effective capacity and prices. Towards this, we consider a simple model of a cloud provider that offers a single type of virtual machine to its tenants and devise a leader/follower game-based cloud control framework to capture the interactions between the provider and its tenants. We assume both parties employ myopic control and short-term predictions to reflect their operation under the high dynamism and poor predictability in such environments. Our evaluation using a combination of real data center traces and real-world benchmarks hosted on a prototype OpenStack-based cloud shows 10-30% profit improvement for a cloud provider compared with baselines that use static pricing and/or static effective capacity.

Division of labor in a group of robots inspired by ants' foraging behavior

Design patterns from biology for distributed computing

A survey of autonomic communications

High variability design for software agents: Extending Tropos

Agilla: A mobile agent middleware for self-adaptive wireless sensor networks

FORMS: Unifying reference model for formal specification of distributed self-adaptive systems

Agile dynamic provisioning of multi-tier Internet applications

Self-adaptive software: Landscape and research challenges

The MACODO middleware for context-driven dynamic agent organizations

Interoperable and adaptive fuzzy services for ambient intelligence applications

Bibliometrics

Publication Years 2006-2017
Publication Count 277
Citation Count 1641
Available for Download 277
Downloads (6 weeks) 1473
Downloads (12 Months) 10697
Downloads (cumulative) 129475
Average downloads per article 467
Average citations per article 6
First Name Last Name Award
Ozalp Babaoglu ACM Fellows (2002)
Saurabh Bagchi ACM Distinguished Member (2013)
ACM Senior Member (2009)
Athman Bouguettaya ACM Distinguished Member (2012)
ACM Senior Member (2007)
Rajkumar Buyya ACM Senior Member (2008)
Jiannong Cao ACM Distinguished Member (2017)
Imrich Chlamtac ACM Fellows (1997)
Marios D Dikaiakos ACM Senior Member (2008)
Antonio Fernandez Anta ACM Senior Member (2007)
Michael J Fischer ACM Fellows (1996)
David Garlan ACM Fellows (2013)
ACM Senior Member (2008)
Erol Gelenbe ACM Fellows (2001)
Carlo Ghezzi ACM Fellows (1999)
Rachid Guerraoui ACM Fellows (2012)
Peter Lee ACM Fellows (2004)
Ho-fung Leung ACM Senior Member (2007)
Nancy Lynch ACM Athena Lecturer Award (2012)
ACM Fellows (1997)
Manish Parashar ACM Distinguished Member (2014)
ACM Senior Member (2007)
Binoy Ravindran ACM Distinguished Member (2014)
Luis Rodrigues ACM Senior Member (2011)
Rizos Sakellariou ACM Senior Member (2015)
Prashant J Shenoy ACM Distinguished Member (2009)
ACM Senior Member (2006)
Paulo J Verissimo ACM Fellows (2009)
Yu Wang ACM Senior Member (2011)
Ouri Wolfson ACM Fellows (2001)
Michael Wooldridge ACM Fellows (2015)
Tao Xie ACM Distinguished Member (2015)
ACM Senior Member (2011)
Franco Zambonelli ACM Distinguished Member (2012)
ACM Senior Member (2009)
HongJiang Zhang ACM Fellows (2007)

First Name Last Name Paper Counts
Franco Zambonelli 7
Athanasios Vasilakos 6
Sudip Misra 4
Jeremy Pitt 4
Danny Weyns 4
Marco Mamei 4
Rajkumar Buyya 4
Xiaobo Zhou 4
Marco Dorigo 4
Jacob Beal 3
Ali Ebnenasir 3
Carlo Mastroianni 3
Giacomo Cabri 3
Márk Jelasity 3
Marin Litoiu 3
Sandeep Kulkarni 3
Ada Diaconescu 3
Sébastien Tixeuil 3
Sam Malek 3
Siobhán Clarke 3
Anish Arora 3
Lifeng Sang 2
Shlomi Dolev 2
Christian Müller-Schloer 2
Stuart Allen 2
Alessandro Papadopoulos 2
Josep Arcos 2
Anwitaman Datta 2
Ram Dantu 2
Akihiro Nakao 2
Christos Yfoulis 2
Kenji Kashima 2
Naeem Esfahani 2
Martina Maggio 2
Fabrice Saffre 2
Simon Dobson 2
Juan Rodríguez-Aguilar 2
Mirko Viroli 2
Tomoaki Hashimoto 2
Paolo Romano 2
Pushpendu Kar 2
Fabio Massacci 2
Paddy Nixon 2
Indranil Gupta 2
Shouhuai Xu 2
Robrecht Haesevoets, 2
Alexander Helleboogh 2
Yu Wang 2
Jianye Hao 2
Dídac Busquets 2
Nancy Lynch 2
Thomas Vogel 2
Maite López-Sánchez 2
Mohamed Bakhouya 2
Karl Aberer 2
Masayuki Murata 2
Changjun Jiang 2
Gabriella Castelli 2
Eric Yuan 2
Henry Hoffmann 2
Munindar Singh 2
Yufeng Wang 2
Li Xu 2
Michael Wooldridge 2
Agostino Forestiero 2
Klaus Herrmann 2
Wamberto Vasconcelos 2
Evangelia Kalyvianaki 2
Vincenzo Loia 2
Gualtiero Colombo 2
Gabriele Mencagli 2
Wenlian Lu 2
Anastasios Gounaris 2
Daichi Kominami 2
Mirko Viroli 2
Tom Holvoet 2
Matteo Mordacchini 2
Andrea Passarella 2
Roger Whitaker 2
Sarunas Girdzijauskas 2
Erol Gelenbe 2
Antonio Coronato 2
Zhong Ming 2
Arijit Roy 2
Hartmut Schmeck 2
Jan Sacha 2
Mark Shtern 2
Christian Bettstetter 2
Borzoo Bonakdarpour 2
Ivana Dusparic 2
Jeffrey Tsai 2
Manish Parashar 2
Naomi Kuze 2
Christiane Schmidt 1
Xinghua Shi 1
Panayotis Cottis 1
Markos Anastasopoulos 1
Athanasios Staikopoulos 1
Marcus Handte 1
Ramachandra Kota 1
Nicola Bicocchi 1
Norman Paton 1
Douglas Herbert 1
Shuching Chen 1
Thiago Quirino 1
Sandeep Gupta 1
Zhao Zhang 1
Krishna Venkatasubramanian 1
Tridib Mukherjee 1
Jóakim Von Kistowski 1
Nikolas Herbst 1
Amir Sharifloo 1
Andreas Hempel 1
Lewis Tseng 1
Luís Correia 1
Mary Heinrich 1
Ferruccio Damiani 1
Arjun Chandra 1
Jim Tørresen 1
Marco Santambrogio 1
Alberto Leva 1
François Charpillet 1
Maria Salamó 1
Juan Rodríguez-Aguilar 1
Giuseppe De Pietro 1
Ibrahim Al-Oqily 1
Ahmed Karmouch 1
Shyrkuen Chen 1
Gordon Blair 1
Thomas La Porta 1
Simone Silvestri 1
Qi Yu 1
Zibin Zheng 1
Bhuvan Urgaonkar 1
Abderrafiâa Koukam 1
Daniele Miorandi 1
Iacopo Carreras 1
Rob Claxton 1
Steven Ko 1
Ulrik Schultz 1
Chorping Low 1
Giovanna Di Marzo Serugendo 1
Frédéric Gruau 1
Jason Campbell 1
Padmanabhan Pillai 1
Taekyoung Kwon 1
Pihui Wei 1
Keita Fujii 1
Sara Bouchenak 1
Vilmos Bilicki 1
Luís Lamb 1
Giuseppe Vizzari 1
Paolo Petta 1
Gopidi Rajesh 1
Xiannuan Liang 1
Guido Salvaneschi 1
Matteo Pradella 1
Carlo Combi 1
Erwan Merrer 1
Emmanuel Collins 1
Pier Montessoro 1
Pierre Sens 1
Thierry Monteil 1
Hariharasudhan Viswanathan 1
Javier Morales 1
Elisa Boix 1
Nikolay Grozev 1
Jose Such 1
Farzad Khodadadi 1
Sven Tomforde 1
Jörg Hähner 1
Johanne Cohen 1
Anurag Dasgupta 1
Sherali Zeadally 1
Abdelhamid Mellouk 1
Nick Taylor 1
M Williams 1
Liliana Pasquale 1
Kotagiri Ramamohanarao 1
Hakan Duman 1
Victor Callaghan 1
Giovanni Acampora 1
Jean Deneubourg 1
Robert Ward 1
Michael Ingleby 1
Seth Gilbert 1
Chenyang Lu 1
Moez Mnif 1
Urban Richter 1
Channah Naiman 1
Peng Liu 1
Verena Matjuntke 1
Nicholas Gibbins 1
Yunghsiang Lu 1
Nianen Chen 1
Kenichi Watanabe 1
Songqing Chen 1
Holger Giese 1
Christian Stier 1
Elvinia Riccobene 1
Antonio Filieri 1
Konstantinos Angelopoulos 1
Son Nguyen 1
Heiko Hamann 1
Barry Porter 1
Danilo Pianini 1
Marco Conti 1
Martin Chorley 1
Sylvain Frey 1
Xin Yao 1
Gerrit Anders 1
Aly Farahat 1
Jeff Napper 1
Vito Trianni 1
Vincent Chevrier 1
Nicholas Farrow 1
Richard Han 1
Jordi Campos 1
Qiang Duan 1
Novella Bartolini 1
Yang Wang 1
Chenkhong Tham 1
Pawan Goyal 1
Jules White 1
Mark Goldberg 1
Raluca Marin-Perianu 1
Gang Chen 1
Sara Montagna 1
Josef Widder 1
Praveen Danturi 1
Lazaros Merakos 1
Zhendong Zhao 1
Shamimabi Paurobally 1
Marios Dikaiakos 1
Costas Busch 1
Palden Lama 1
Yazan Boshmaf 1
Jie Wu 1
Cédric Eichler 1
Hofung Leung 1
Manuele Brambilla 1
Peter Vrancx 1
Abdel Rodríguez 1
Theo D’hondt 1
Francesco Tiezzi 1
Gerhard Weiss 1
T Tse 1
Vicki Allan 1
Virginia Dignum 1
Yoann Dieudonné 1
Antonio Ruiz-Cortés 1
Andreas Deutsch 1
Masoodmehmood Khan 1
Chienliang Fok 1
Gruia Roman 1
Stefan Fischer 1
Jesper Andersson 1
Nikola Serbedzija 1
Hongliang Guo 1
Shangping Ren 1
Aistis Simaitis 1
Meiling Shyu 1
Luciano Baresi 1
Henning Groenda 1
Paolo Arcaini 1
Gauthier Picard 1
Seif Haridi 1
David Menga 1
Isabelle Demeure 1
Anant Agarwal 1
Raffaele Giordanelli 1
Dominique Gaïti 1
Antonio Fernández 1
Jiannong Cao 1
Michael Smit 1
Ana Peleteiro 1
Didac Iglesia 1
Hofung Leung 1
Chungwei Hang 1
Karan Budhraja 1
Xin Chen 1
Xingguo Hu 1
Ke Li 1
Georgia Sakellari 1
Vincent Hilaire 1
Sebastian Rodriguez 1
Chris Thompson 1
Guanhong Pei 1
Ekram Hossain 1
Naixue Xiong 1
André DeHon 1
Nachiket Kapre 1
William Wallace 1
Paul Havinga 1
Luidnel Maignan 1
Michael De Rosa 1
Xavier DÉFago 1
Karsten Schwan 1
Ladan Tahvildari 1
Tatsuya Suda 1
Charles Malveaux 1
George Alyfantis 1
John Mylopoulos 1
Pejman Iravani 1
Yang Xiao 1
Giandomenico Spezzano 1
Goutam Mali 1
Daniel Schneider 1
Mario Trapp 1
Carlo Ghezzi 1
Jason Hallstrom 1
Andrea Bondavalli 1
Marina Kopeetsky 1
Alex Liu 1
Gilles Muller 1
Dario Pompili 1
Elena Val 1
Matteo Vasirani 1
Sam Macbeth 1
Siqi Chen 1
Fabienne Boyer 1
Lehung Vu 1
Jun Sun 1
Supratik Mukhopadhyay 1
Wouter Joosen 1
Loris Penserini 1
Jeffrey Johnson 1
Guojun Wang 1
Fabrice Fessant 1
Monica Dixit 1
Sergey Legtchenko 1
Sébastien Monnet 1
Volker Turau 1
Mario Mense 1
Christian Schindelhauer 1
Jeanyao Huang 1
João Paiva 1
Landon Kraemer 1
Yanfei Guo 1
Alberto Rosi 1
Pasquale Gurzì 1
Ann Nowé 1
Sebastiano Peluso 1
W Chan 1
Michael Rovatsos 1
Adel Toosi 1
Jan Kantert 1
Zili Shao 1
Huib Aldewereld 1
Franck Petit 1
Nagarajan Kandasamy 1
James Aspnes 1
Michael Fischer 1
Colette Johnen 1
Irfan Habib 1
Richard Mcclatchey 1
Javier Cámara 1
David Garlan 1
Jesús García-Galán 1
Stefan Dulman 1
Eric Pauwels 1
Domenico De Guglielmo 1
Niloy Ganguly 1
Kirstie Bellman 1
Roy Campbell 1
Michele Loreti 1
Rosario Pugliese 1
Tao Li 1
Muhammadumer Khan 1
Melanie Kauder 1
Sarah Edenhofer 1
Hong Jiang 1
John Baras 1
Elizabeth Papadopoulou 1
Bradley Schmerl 1
Gabriel Moreno 1
Parisa Zoghi 1
Giuseppe Anastasi 1
Hani Hagras 1
Matteo Gaeta 1
Geoffrey Canright 1
Özalp Babaoğlu 1
Alfredo Goñi 1
Thomas Labella 1
Tina Nolte 1
James Reggia 1
Emerson Loureiro 1
Yan Meng 1
Saurabh Bagchi 1
Yoshio Nakajima 1
Hausi Müller 1
Cristian Klein 1
Nicolas D’Ippolito 1
Patricio Petruzzi 1
Mostafa Wahby 1
Payam Zahadat 1
Thomas Schmickl 1
Roberto Filho 1
Guillaume Pierre 1
Michael Bonani 1
Cristiana Amza 1
Bin Xiao 1
Cornel Barna 1
Juan Burguillo 1
Carlos Flores 1
Bharadwaj Veeravalli 1
Prashant Shenoy 1
Binoy Ravindran 1
Imrich Chlamtac 1
Laurencetianruo Yang 1
Santi Phithakkitnukoon 1
Andres Quiroz 1
Abdolhossein Sarrafzadeh 1
Habib Ammari 1
Toshimitsu Masuzawa 1
François Bonnet 1
Guangyong Chen 1
Chao Yu 1
Salvatore Garruzzo 1
Antonio Brogi 1
Christian Becker 1
Gregor Schiele 1
Abdelhamid Bouchachia 1
Mohammad Dashti 1
Xinyuan Wang 1
Sebastian Lehrig 1
Ilias Gerostathopoulos 1
Ayan Mondal 1
Nitin Vaidya 1
Daniel Hofstadler 1
Vlad Tanasescu 1
Lukas Esterle 1
Bernhard Rinner 1
Fatemeh Rahimian 1
Wolfgang Reif 1
Julia Schaumeier 1
Corina Stratan 1
Paolo Costa 1
Yi Pan 1
Jiaqing Luo 1
Vassilios Tzerpos 1
Carlo Sau 1
Zhiquan Sui 1
Fathiyeh Faghih 1
Marco Conti 1
Jianye Hao 1
Pedro Avila 1
Guy Bernard 1
Philippe Lalanda 1
John Winder 1
Tim Oates 1
Shuibing He 1
Abhishek Chandra 1
David Tacconi 1
Nathan Eagle 1
Nikil Mehta 1
Johannes Klinglmayr 1
Yookyung Jo 1
Jeffrey Baumes 1
Mariachiara Puviani 1
Giovanna Serugendo 1
Nathan Gnanasambandam 1
Yonghong Wang 1
Stéphane Devismes 1
Vincent Villain 1
Gokarna Sharma 1
Andrea Omicini 1
Terry Payne 1
Angelo Susi 1
Eamonn O'Toole 1
Tian Wang 1
Mohammad Hassan 1
Kurt Rothermel 1
Tao Xie 1
Luiz Bittencourt 1
Dennis Ippoliti 1
Philippe Leroux 1
Arne Brutschy 1
Pedro Ruivo 1
João Magalhães 1
Jingshu Chen 1
Alberto Fernández 1
Dries Harnie 1
Wolfgang Meuter 1
Francesco Quaglia 1
Rocco Nicola 1
Kurt Vanmechelen 1
Sajjad Haider 1
Kamilia Ahmadi 1
Emma Hart 1
Ted Herman 1
Rachid Guerraoui 1
Hui Cao 1
Jordi Sabater-Mir 1
Pablo Trinidad 1
Kyle Canavera 1
Simone Brienza 1
Arantza Illarramendi 1
Bo Xu 1
Fan Li 1
Ouri Wolfson 1
Christian Igel 1
Giuseppe De Pietro 1
Chonho Lee 1
Pedro Marrón 1
Stephen Fairclough 1
Ben Paechter 1
Yaochu Jin 1
Dominik Fisch 1
Martin Jänicke 1
Bernhard Sick 1
S Bapat 1
Mohamed Mansour 1
Sameh Abdelaziz 1
Sylvain Sicard 1
Rizos Sakellariou 1
Marco Locatelli 1
Yun Yang 1
Yanping Zhang 1
Vivek Nallur 1
Hao Jiang 1
Kai Zhang 1
Dongqing Shi 1
Paolo Lollini 1
Paulo Veríssimo 1
Davide Pierattoni 1
Ajith Abraham 1
ZhiJun Ding 1
Sébastien Roy 1
Luís Rodrigues 1
Eunkyung Lee 1
Miguel Rebollo 1
Yifeng Zhou 1
Yunpeng Li 1
Themistoklis Charalambous 1
Franco Cicirelli 1
Qixin Wang 1
Nicola Capodieci 1
Richard Scharrer 1
Reuven Yagel 1
Dana Angluin 1
Punyaslok Purkayastha 1
Sandip Sen 1
Sarah Gallacher 1
Gianni Caro 1
Alberto Montresor 1
Sayan Mitra 1
Eduardo Mena 1
Emre Çakar 1
Axel Wegener 1
Horst Hellbrück 1
Teresa Dahlberg 1
Hong Shen 1
Rolf Würtz 1
Anand Ranganathan 1
Răzvan Popescu 1
Vinny Cahill 1
Vinaitheerthan Sundaram 1
Zhiyuan Li 1
Zhenxin Zhan 1
Samuel Kounev 1
Stepan Shevtsov 1
Sasa Misailovic 1
Mateusz Ujma 1
Muntasir Rahman 1
Anders Christensen 1
Fernando Silva 1
Phil Ayres 1
Amir Payberah 1
Florian Siefert 1
Francesco Mondada 1
Michela Meo 1
Elio Tuci 1
Gokul Soundararajan 1
Minyi Guo 1
Homa Hosseinmardi 1
Akshay Mysore 1
Danilo Pani 1
Francesca Palumbo 1
Alexander Gogolev 1
Jim Dowling 1
Zhuoyao Zhang 1
Boonthau Loo 1
Pichung Wang 1
Johann Bourcier 1
Stefano Ciavarella 1
Andrei Marinescu 1
Hongbign Wang 1
Athman Bouguettaya 1
Timothy Wood 1
Maurizio D'Arienzo 1
Michael DeLorimier 1
Hung Chen 1
Stephan Bosch 1
Hans Scholten 1
Olivier Michel 1
Peter Lee 1
Masafumi Yamashita 1
W Leal 1
Qiaoliang Xiang 1
Valentina Tamma 1
Noël De Palma 1
Olivier Gruber 1
Nadia Nedjah 1
Edgar Kalkowski 1
Nicholas Jennings 1
Kevin Kwiat 1
Tomoya Enokido 1
LiWu Chang 1
Suprio Ray 1
Peter Lewis 1
Jan Steghöfer 1
Jacopo Panerati 1
Roderich Groß 1
Spyros Denazis 1
Nikita Schmidt 1
Emanuele Vespa 1
Matthew Malensek 1
Djamel Belaïd 1
Jaafar Gaber 1
Maria Rodriguez 1
Tiziana Calamoneri 1
Chienchung Shen 1
Zhenwei Yu 1
Thomas Weigert 1
Regina Frei 1
Hristo Koshutanski 1
Mihai Marin-Perianu 1
Seth Goldstein 1
Martin Biely 1
Alain Cournier 1
Mikhail Nesterenko 1
Samia Souissi 1
Mazeiar Salehie 1
Stathes Hadjiefthymiades 1
Benoit Claudel 1
Domenico Rosaci 1
Ricardo Araújo 1
Peter McBurney 1
Anna Perini 1
Jinjun Chen 1
Md Bhuiyan 1
Stephan Schuhmann 1
Giuseppe Pozzi 1
Stevens Blond 1
Franco Blanchini 1
Daniele Caneva 1
Musrrat Ali 1
Michel Raynal 1
Zan Wang 1
Matteo Gozzi 1
Roberto Posenato 1
António Casimiro 1
Millie Pant 1
Fei Chen 1
Jeehyun Hwang 1
Miriam Capretz 1
Linfeng Liu 1
Ye Liu 1
Bikramjit Banerjee 1
Luís Silva 1
Dazhao Cheng 1
Yichuan Jiang 1
Kris Steenhaut 1
Steven Hand 1
Huai Wang 1
Chao Li 1
Rui Wang 1
Depei Qian 1
Saleha Raza 1
Andrea Giordano 1
Yara Khaluf 1
Eduardo Hruschka 1
Ouiddad Labbani-Igbida 1
Sukumar Ghosh 1
Ehab Elmallah 1
Ashiq Anjum 1
Daniel Villatoro 1
Deepak Poola 1
Manuel Roveri 1
Roberto Montemanni 1
Christian Poellabauer 1
Liqiang Zhang 1
Jose Royo 1
Hongjiang ZHANG 1
Alexander Grushin 1
Lijuan Cao 1
Zonghua Zhang 1
Junichi Suzuki 1
Dominik Fisch 1
Yue Yu 1
Makoto Takizawa 1
Zongxing Xie 1
Lei Liu 1
Xinwen Zhang 1
Wilsonakio Higashino 1
Mauro Birattari 1
Lihsing Yen 1
Jingli Du 1
Diego Didona 1
Jose Fernandez-Marquez 1
Shuai Li 1
Jonathan Silva 1
Kajari Dastidar 1
Mohamed Gouda 1
Emre Ertin 1
Saïd Hoceïni 1
Omer Rana 1
Hamoun Ghanbari 1
Luca Gambardella 1
Frederick Ducatelle 1
Tore Urnes 1
Michael Lemmon 1
Sándor Fekete 1
Patrizia Scandurra 1
Filip Křikava 1
Pooyan Jamshidi 1
Niranjan Suri 1
Alexander Schiendorfer 1
Alexander Artikis 1
Franck Gechter 1
Y Dai 1
Y Xiang 1
Qingjun Xiao 1
Marco Vanneschi 1
Nikolaus Correll 1
Luigi Raffo 1
Nikolaj Marchenko 1
Lucio Marcenaro 1
Dawei Feng 1
Cécile Germain 1
Krzysztof Rzadca 1
Gunnar Kreitz 1
Sonja Buchegger 1
Shrideep Pallickara 1
Neil Harvey 1
Bartosz Biskupski 1
Prakash Kolan 1
Ludmila Cherkasova 1
Abhishek Verma 1
Hamid Mukhtar 1
Julie McCann 1
Paul Grace 1
Chengzhong Xu 1
Qin Wu 1
Chaiporn Jaikaeo 1
Vinay Sridhara 1
Douglas Schmidt 1
Brian Dougherty 1
E Jensen 1
Francesco De Pellegrini 1
Matthew Francisco 1
Malik Magdon-Ismail 1
Naveen Sharma 1
Liang Zhang 1
Jose Fernandez-Marquez 1
Matteo Casadei 1
Sajal Das 1
Anish Arora 1
Stefan Poslad 1

Affiliation Paper Counts
Kasetsart University 1
Queen Mary, University of London 1
Indiana University South Bend 1
Universite de Technologie Belfort-Montbeliard 1
Universite de Technologie de Troyes 1
National University of Defense Technology China 1
Universite Paris-Sud XI 1
Universite Paris 12 Val de Marne 1
Samsung Electronics America, Inc. 1
University of Genoa 1
Fraunhofer Institute for Computer Architecture and Software Technology 1
University of Freiburg 1
City University London 1
University of Sydney 1
Swiss Federal Institute of Technology, Zurich 1
University of Vienna 1
Second University of Naples 1
Naval Research Laboratory 1
University of Edinburgh 1
University of Szeged 1
National University of Kaohsiung 1
University Institute of Lisbon 1
Liverpool John Moores University 1
University of Ottawa, Canada 1
University of Chicago 1
Hofstra University 1
Wuhan University 1
Bournemouth University 1
University of Minnesota Twin Cities 1
State University of Campinas 1
Aerospace Corporation 1
EDF Electricite de France 1
University of Milan 1
Temple University 1
University of Bath 1
BT Group plc 1
University of Alberta 1
British Telecommunications plc 1
University of Patras 1
Swedish Institute of Computer Science 1
Johnson C. Smith University 1
Saint Francis Xavier University 1
Japan National Institute of Information and Communications Technology 1
Hashemite University 1
American University of Sharjah 1
University of Cyprus 1
Red Hat, Inc. 1
Nanyang Technological University School of Computer Engineering 1
Florida Institute for Human & Machine Cognition 1
Universite de Bordeaux 1
Aalto University 1
Sami Shamoon College of Engineering 1
Khalifa University 1
Singapore University of Technology and Design 1
Machine Intelligence Research Labs (MIR Labs) - Scientific Network for Innovation and Research Excellence 1
IBM Toronto Software Lab 1
University of Westminster 1
Ecole des Mines de Saint-Etienne 1
Rochester Institute of Technology 1
University of Victoria 1
University of Texas at Arlington 1
University of the District of Columbia 1
Iowa State University 1
Dalian University of Technology 1
University of Geneva 1
University of Bergamo 1
University of Illinois 1
Rio de Janeiro State University 1
Huaqiao University 1
Google Inc. 1
Newcastle University, United Kingdom 1
Cornell University 1
Laboratoire d'Informatique, de Robotique et de Microelectronique de Montpellier LIRMM 1
Universite Henri Poincare 1
Birkbeck University of London 1
Wayne State University 1
University of Adelaide 1
University of Manitoba 1
Rissho University 1
University of Sassari 1
Technical University of Hamburg-Harburg 1
The University of British Columbia 1
HP Labs 1
Dartmouth College 1
The University of Western Ontario 1
Kyushu University 1
Technical University of Darmstadt 1
Medical University of Vienna 1
Air Force Research Laboratory Information Directorate 1
Open University 1
Polytechnic Institute of Turin 1
University of Turin 1
INRIA Rhone-Alpes 1
National Chiao Tung University Taiwan 1
MITRE Corporation 1
University of Antwerp 1
King Saud University 1
Qualcomm Incorporated 1
University of Texas at Austin 1
University of Warsaw 1
Polytechnic Institute of Porto 1
University of Florida 1
City University of Hong Kong 1
University of Derby 1
Aston University 1
Drexel University 1
Florida International University 1
University of Tulsa 1
University of Guelph 1
Dalhousie University 1
Charles University 1
Beijing Institute of Technology 1
Beijing University of Posts and Telecommunications 1
IBM Thomas J. Watson Research Center 1
Vienna University of Technology 1
University of Southern Denmark 1
University of Birmingham 1
University of Coimbra 1
University of Surrey 1
Microsoft Research 1
Shenzhen University 2
University of Amsterdam 2
Faculdade de Ciencias, Universidade de Lisboa 2
National Technical University of Athens 2
University of Manchester 2
Ruhr University of Bochum 2
Delft University of Technology 2
The University of Hong Kong 2
Federal University of Rio Grande do Sul 2
The University of North Carolina at Charlotte 2
University of Southern Mississippi 2
Technical University in Braunschweig 2
University of Sao Paulo 2
National Research Council 2
Fudan University 2
University of Oslo 2
Kyoto University 2
Japan Advanced Institute of Science and Technology 2
Universidad Politecnica de Valencia 2
University of Milan - Bicocca 2
Georgia State University 2
Beihang University 2
University of Waterloo 2
University of Duisburg-Essen 2
University of Massachusetts Amherst 2
Aristotle University of Thessaloniki 2
University of Aberdeen 2
Universidad de Zaragoza 2
University of Toronto 2
National Chung Hsing University 2
Napier University 2
Technical University of Dresden 2
Maastricht University 2
Universidad Rey Juan Carlos 2
Tianjin University 2
University of the West of England 2
Georgia Institute of Technology 2
University of Reggio Calabria 2
Technological Education Institute of Thessaloniki 2
Nokia Bell Labs 2
University of Notre Dame 2
University of Delaware 2
University of Massachusetts Boston 2
Missouri University of Science and Technology 2
UNITEC Institute of Technology 2
Shanghai Jiaotong University 2
University of Tokyo 2
Guangzhou University 2
Universidad de Vigo 2
Clemson University 2
University of Oxford 2
Institute for Research in IT and Random Systems 2
Stevens Institute of Technology 2
Florida Agriculture and Mechanical University 2
Hungarian Academy of Sciences 2
University of the Basque Country 2
LORIA Laboratoire Lorrain de Recherche en Informatique et ses Applications 2
Lund University 2
Swinburne University of Technology 2
Osaka Institute of Technology 2
Utah State University 2
Indian Institute of Technology Roorkee 2
McMaster University 2
University of Verona 2
University of Huddersfield 2
Laval University 2
Intel Corporation 2
Telenor ASA 2
FZI Research Computer Science Research Center Karlsruhe 2
Institutions Markets Technologies, Lucca 2
Shenzhen Institute of Advanced Technology 2
Indian Institute of Technology 2
Linnaeus University, Kalmar 2
INRIA Saclay 2
Services repartis, architecture modelisation validation administration de reseaux 2
Hasso-Plattner-Institut fur Softwaresystemtechnik GmbH 2
Linnaeus University, Vaxjo 2
University of Essex 3
Universite Pierre et Marie Curie 3
Pennsylvania State University 3
Illinois Institute of Technology 3
Tokyo Denki University 3
Arizona State University 3
Vanderbilt University 3
University of Electronic Science and Technology of China 3
Nanyang Technological University 3
University of Mannheim 3
University of California, Irvine 3
Louisiana State University 3
Colorado State University 3
Nanjing University of Post and TeleCommunications 3
Washington University in St. Louis 3
BBN Technologies 3
University of Wurzburg 3
Universite de Picardie Jules Verne 3
University of Liverpool 3
University of Graz 3
University of North Texas 3
University of Maryland, Baltimore County 3
University of Alabama 3
Virginia Tech 3
Ben-Gurion University of the Negev 3
Istituto Di Informatica E Telematica, Pisa 3
University of Athens 3
University of Miami 3
Kent State University 3
FEMTO-ST Sciences and Technologies 3
University of Cagliari 3
University of Seville 3
Tongji University 3
Fondazione Bruno Kessler 3
Karlsruhe Institute of Technology 3
Universidade de Lisboa 3
Yale University 4
University of Salerno 4
University of Colorado at Colorado Springs 4
Dalle Molle Institute for Artificial Intelligence 4
University of Stuttgart 4
Michigan Technological University 4
National University of Singapore 4
Heriot-Watt University, Edinburgh 4
University of Paderborn 4
University of Maryland 4
University of Florence 4
University of Iowa 4
University of Southampton 4
University of Udine 4
York University Canada 4
Laboratoire Traitement et Communication de l'Information 4
Chinese University of Hong Kong 5
University of Texas at San Antonio 5
North Carolina State University 5
Instituto Superior Tecnico 5
University of Western Macedonia 5
Purdue University 5
Lubeck University 5
University of Trento 5
Kassel University 5
University of Twente 5
University of Illinois at Chicago 5
Rutgers, The State University of New Jersey 5
University of Roma La Sapienza 5
Center for REsearch And Telecommunication Experimentation for NETworked communities 5
Universitat de Barcelona 6
Royal Institute of Technology 6
University College Dublin 6
University of Pennsylvania 6
Hong Kong Polytechnic University 6
CSIC - Instituto de Investigacion en Inteligencia Artificial 6
Lancaster University 6
Rensselaer Polytechnic Institute 6
Gottfried Wilhelm Leibniz Universitat 7
University of Augsburg 7
Alpen-Adria-Universität Klagenfurt 7
Massachusetts Institute of Technology 7
Osaka University 7
Michigan State University 7
Southeast University China, Nanjing 8
Carnegie Mellon University 8
University of Pisa 8
University of Colorado at Boulder 9
University of Illinois at Urbana-Champaign 9
Indian Institute of Technology, Kharagpur 9
George Mason University 9
Politecnico di Milano 9
Cardiff University 9
Catholic University of Leuven, Leuven 9
Vrije Universiteit Brussel 9
Swiss Federal Institute of Technology, Lausanne 9
University of Bologna 9
Universite Grenoble Alpes 9
University of Melbourne 10
Universite Libre de Bruxelles 11
Ohio State University 13
University of Dublin, Trinity College 14
Imperial College London 16
University of Modena and Reggio Emilia 19

ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Archive


2017
Volume 12 Issue 4, November 2017  Issue-in-Progress
Volume 12 Issue 3, October 2017 Special Issue on SASO 2016
Volume 12 Issue 2, May 2017
Volume 12 Issue 1, May 2017
Volume 11 Issue 4, February 2017

2016
Volume 11 Issue 3, September 2016
Volume 11 Issue 2, July 2016 Special Section on Best Papers from SASO 2014 and Regular Articles
Volume 11 Issue 1, April 2016
Volume 10 Issue 4, February 2016 Special Section on Best Papers from SEAMS 2014 and Regular Articles

2015
Volume 10 Issue 3, October 2015
Volume 10 Issue 2, June 2015
Volume 10 Issue 1, March 2015
Volume 9 Issue 4, January 2015

2014
Volume 9 Issue 3, October 2014
Volume 9 Issue 2, July 2014
Volume 9 Issue 1, March 2014
Volume 8 Issue 4, January 2014 Special Section on Best Papers from SEAMS 2012

2013
Volume 8 Issue 3, September 2013
Volume 8 Issue 2, July 2013
Volume 8 Issue 1, April 2013

2012
Volume 7 Issue 4, December 2012 Special Section: Extended Version of SASO 2011 Best Paper
Volume 7 Issue 3, September 2012
Volume 7 Issue 2, July 2012
Volume 7 Issue 1, April 2012 Special section on formal methods in pervasive computing, pervasive adaptation, and self-adaptive systems: Models and algorithms

2011
Volume 6 Issue 4, October 2011
Volume 6 Issue 3, September 2011
Volume 6 Issue 2, June 2011
Volume 6 Issue 1, February 2011

2010
Volume 5 Issue 4, November 2010
Volume 5 Issue 3, September 2010
Volume 5 Issue 2, May 2010
Volume 5 Issue 1, February 2010

2009
Volume 4 Issue 4, November 2009
Volume 4 Issue 3, July 2009
Volume 4 Issue 2, May 2009
Volume 4 Issue 1, January 2009

2008
Volume 3 Issue 4, November 2008
Volume 3 Issue 3, August 2008
Volume 3 Issue 2, May 2008
Volume 3 Issue 1, March 2008

2007
Volume 2 Issue 4, November 2007
Volume 2 Issue 3, September 2007
Volume 2 Issue 2, June 2007
Volume 2 Issue 1, March 2007

2006
Volume 1 Issue 2, December 2006
Volume 1 Issue 1, September 2006
 
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