1,721,066 research outputs found
24th ACM MSWiM 2021 Program Chairs’ Welcome
The technical program of the 24th ACM International Conference on Modeling, Analysis, and Simulation of Wireless and Mobile Systems (MSWiM), successfully held virtually in November 2021, highlights the high standard of past editions of the conference. In 2021, the call for papers attracted 113 submissions for review in all areas of mobile and wireless systems. The submitted papers came from all over the world, for a total of 29 countries, reflecting the worldwide visibility and the international profile of MSWiM.
Most addressed topics of MSWiM 2021 are Wireless Communication and Networks, Channel Access in Wireless Networks, and Network Simulation Experiments and Testbeds. These topics confirm that the focus of the conference is on modeling and analyzing wireless networks, based on simulated environments. Other addressed topics such as Vehicular and Aerial Networks, Edge/Fog Computing, and IoT demonstrate the relevance of modeling and simulating wireless environments in research fields emerging and affirmed more recently. Such considerations confirm the prominent importance of MSWiM as an international reference point for the research community
actively investigating paramount topics ranging from modeling of mobile and wireless systems to their simulation and measurements, also when applied in specific environments such as vehicular networking and Internet of Things.
The submissions included a large number of papers of very high quality, making the selection process difficult and competitive. The members of the Technical Program Committee worked efficiently and responsibly under tight time constraints to produce the reviews (at least 3 independent reviews for any paper) for the final paper selection. In the end, after this rigorous review process, we were able to select 22 regular papers, which correspond to an acceptance rate of 19.5%. An additional small set of 7 short papers were recommended to be included in the technical program owing to their quality and contribution
Welcome from the Program Co-Chairs
SCIRS 2020
1st International Workshop on Smart Computing
for Industrial and Real-World Systems
Welcome from the Program Co-Chairs
It is our great pleasure to welcome you to the 1st IEEE International Workshop on Smart Computing for Industrial and Real-World Systems (SCIRS 2020) co-located with the 6th IEEE International Conference on Smart Computing (SMARTCOMP 2020) held on September 2020. The spread of the Internet of Things (IoT) in industrial environments has fostered the development of new Industrial IoT (IIoT) applications and, more in general, the advent of the Industry 4.0 revolution. The current trend is towards the development of connected machines
able to interact with each other as well as to send data and access cloud and Internet services.
Smart components and services within industrial environments represent a novel and promising solution not only to better support QoS requirements, but also to more easily reconcile safety requirements of Operational Technology with the openness and dynamicity typical of the Information Technology. Moreover, the emergence of edge devices equipped with relatively high computational, memory, and storage capabilities facilitates the adoption of these technologies. They are not only able to increase the efficiency of existing industrial processes, e.g., by more promptly identifying faulty machines to reduce the downtime and maximize OLE/OEE KPIs, but
also to provide new business opportunities, e.g., by widening the market through the provision of industrial equipment based on pay-per-use fees. The objective of the SCIRS 2020 workshop is to provide a forum to exchange ideas, share experience, and enhance collaborations in various aspects of smart computing in industrial
environments, by focusing on real-world use cases and applications.
We thank all the authors for submitting their work. We are grateful to the TPC members for their hard work in reviewing the papers. We hope you enjoy this workshop. Thank you for your participation
25th ACM MSWiM 2022 Program Chairs' Welcome
25th ACM MSWiM 2022 Program Chairs’ Welcome Messag
Editorial “Industrial IoT as IT and OT Convergence: Challenges and Opportunities”
During the last decade, the advent of the Internet of Things (IoT) and its quick and pervasive evolution have significantly revolutionized the Information Technology ecosystem [...
Strongly stable bases for adaptively refined multilevel spline spaces
The problem of constructing a normalized hierarchical basis for adaptively refined spline spaces is addressed. Multilevel representations are defined in terms of a hierarchy of basis functions, reflecting different levels of refinement. When the hierarchical model is constructed by considering an underlying sequence of bases Γℓ=0,…,N−1 with properties analogous to classical tensor-product B-splines, we can define a set of locally supported basis functions that form a partition of unity and possess the property of coefficient preservation, i.e., they preserve the coefficients of functions represented with respect to one of the bases Γℓ. Our construction relies on a certain truncation procedure, which eliminates the contributions of functions from finer levels in the hierarchy to coarser level ones. Consequently, the support of the original basis functions defined on coarse grids is possibly reduced according to finer levels in the hierarchy. This truncation mechanism not only decreases the overlapping of basis supports, but it also guarantees strong stability of the construction. In addition to presenting the theory for the general framework, we apply it to hierarchically refined tensor-product spline spaces, under certain reasonable assumptions on the given knot configuration
THB-splines: The truncated basis for hierarchical splines
The construction of classical hierarchical B-splines can be suitably modified in order to define locally supported basis functions that form a partition of unity. We will show that this property can be obtained by reducing the support of basis functions defined on coarse grids, according to finer levels in the hierarchy of splines. This truncation not only decreases the overlapping of supports related to basis functions arising from different hierarchical levels, but it also improves the numerical properties of the corresponding hierarchical basis which is denoted as truncated hierarchical B-spline (THB-spline) basis. Several computed examples will illustrate the adaptive approximation behavior obtained by using a refinement algorithm based on THB-splines
Software-Defined Networking in wireless ad hoc scenarios: Objectives and control architectures
While SDN has traditionally targeted fixed and wired environments with hundreds of nodes, recently its main principles have also been followed in wireless ad hoc scenarios. However, node mobility and heterogeneity characterizing such dynamic scenarios prevent the adoption of purely centralized control solutions, pushing for more articulated and distributed architectures. We provide a thorough analysis of state-of-the-art literature related to the adoption of SDN in wireless ad hoc scenarios, ranging from WSNs with mostly fixed sensors and WMNs with mobile clients but stable routers to MANETs with every node freely moving on the field, VANETs with vehicles speeding through the network road, and FANETs with aerial vehicles flying in every direction. For each identified wireless ad hoc scenario, we present the rationale behind the adoption of SDN, recognizing that the objective of the SDN controller is far beyond mere routing management in such challenging scenarios. Furthermore, we detail the proposed control architectures, showing how the peculiar characteristics (and related goals) of a given scenario influence the architecture design. Finally, we point out hybrid control architectures as a notable trend in SDN solutions targeting wireless ad hoc scenarios
Joint Orchestration of Content-Based Message Management and Traffic Flow Steering in Industrial Backbones
The industrial internet of things has radically modified industrial environments, not only enabling novel services but also dramatically increasing the amount of generated traffic. Nowadays, a major concern within industrial plants is to support network-intensive services, such as real-time remote vibration monitoring of autonomous guided vehicles, while ensuring the prompt and reliable delivery of mission-critical safety-related messages among machines and the control room. To this purpose, we present a novel solution jointly orchestrating content-based message management and traffic flow steering: the former enables edge-powered in-network processing modules to process packet payloads as they traverse the industrial backbone, the latter supports dynamic (re)routing of traffic flows towards such processing modules. In particular, we exploit software-defined networking for flexible traffic flow (re)routing and Kubernetes for dynamic deployment on edge nodes of in-network processing modules for content-based message management. As demonstrated by performance results based on our working proof-of-concept prototype, our solution efficiently allows to manage industrial traffic flows in a coordinated fashion, by considering requirements of concurrently running industrial applications and the current state of the overall topology
Edge-Powered In-Network Processing for Content-Based Message Management in Software-Defined Industrial Networks
Traditional industrial networks were characterized by flat topologies, where industrial equipment exchanged a limited number of messages. In sharp contrast, modern manufacturing plants are evolving towards articulated environments generating an ever-increasing amount of network traffic. Such emerging environments prevent the adoption of traditional solutions based on end-to-end dispatching of few messages in reliable networks with bandwidth availability much greater than needed. This leads to the need to adopt proper message management strategies as close as possible to industrial equipment to avoid overwhelming the industrial network with non-mission-critical traffic at the expense of mission-critical one. This paper originally proposes edge-powered in-network processing to i) transparently manage messages sent by industrial equipment, ii) support a broad spectrum of message management strategies, ranging from efficient header-based solutions to expressive content-based ones, and iii) fulfill the application-dependent requirements demanded by industrial environments nowadays. Achieved performance results based on a proof-of-concept prototype demonstrate that the proposed solution efficiently provides content-based message management at the edge, even considering edge nodes with limited hardware capabilities
23rd ACM MSWiM 2020 Program Chairs' Welcome
23rd ACM MSWiM 2020 Program
Chairs’ Welcome
The technical program of the 23rd ACM International Conference on Modeling, Analysis, and Simulation of Wireless and Mobile Systems (MSWiM), exceptionally held virtually in November 2020, highlights the high standard of past editions of the conference. In 2020, the call for papers attracted the relevant number of 100 submissions for review in all areas of mobile and wireless systems. The submitted papers came from all over the world, for a total of 32 countries, reflecting the worldwide visibility and the international profile of MSWiM.
Most addressed topics of MSWiM'20 were Wireless Communication and Networks, Network
Simulations and Simulators, Performance Evaluation, and Ad Hoc Networks. These topics
confirm that the focus of the conference is on modeling and analyzing wireless networks, also
based on simulated environments. Other addressed topics such as Vehicular Networks, Edge/Fog
Computing, and IoT & Energy demonstrate the relevance of modeling and simulating wireless
environments in research fields emerged and affirmed more recently. Such considerations
confirm the prominent importance of MSWiM as an international reference point for the
research community actively investigating paramount topics ranging from modeling of mobile
and wireless systems to their simulation and measurements, also when applied in specific
environments such as vehicular networking and Internet of Things.
The submissions included a large number of papers of very high quality, making the selection
process difficult and competitive. The members of the Technical Program Committee worked
efficiently and responsibly under tight time constraints to produce the reviews (at least 3
independent reviews for any paper) for the final paper selection. In the end, after this rigorous
review process, we were able to select 24 regular papers, which correspond to an acceptance rate
of 24%. An additional small set of 6 short papers were recommended to be included in the
technical program owing to their quality and contribution.
Among the full regular papers, the following four were shortlisted as candidates for the best
paper award:
- Platooning on the edge by Christian Quadri (Università degli Studi di Milano, Italy); Vincenzo
Mancuso (IMDEA Networks Institute, Spain); Marco Ajmone Marsan (Politecnico di Torino,
- A Mixture Density Channel Model for Deep Learning-Based Wireless Physical Layer Design by
Dolores García Martí (IMDEA Networks Institute, Spain, University Carlos III, Spain); Joan
Palacios Beltrán (IMDEA Networks Institute, Spain, University Carlos III, Spain); Jesús Omar
Lacruz (IMDEA Networks Institute, Spain); Joerg Widmer (IMDEA Networks Institute,
Spain)
- Revisiting Wi-Fi Performance under the Impact of Corrupted Channel State Information by
Youngwook Son (Seoul National University, Korea); Saewoong Bahk (Seoul National
University, Korea)
Based also on presentation quality and on the evaluation of a committee working during the
MSWiM’20 conference, the winner among these three papers will be announced at the
conference closing event and will be reported in the proceedings of the next edition of the
conference (MSWiM’21).
At this point, we take the opportunity of this welcome message to congratulate the winners of
the best Regular paper award for MSWiM ‘19:
SEE: Scheduling Early Exit for Mobile DNN Inference during Service Outage by Zizhao
Wang, Wei Bao and Dong Yuan (The University of Sydney, Australia); Liming Ge
(University of Sydney, Australia); Nguyen H. Tran and Albert Zomaya (The University of
Sydney, Australia)
and the winner for best Short paper award for MSWiM ‘19:
COLiDeR: A Cross-Layer Protocol for Two-Path Relaying by Raphael Naves and Gentian
Jakllari (University of Toulouse, France); Hicham Khalife and Vania Conan (Thales
Communications & Security, France); André-Luc Beylot (University of Toulouse, France)
Moreover, MSWiM ’20 will host two very interesting keynotes:
- Lightweight Short-term Photovoltaic Power Prediction for Edge Computing, Albert Y. Zomaya,
University of Sydney, Australia
- Challenges Towards the Next Generation of Mobile Communications, Arturo Azcorra,
Universidad Carlos III de Madrid, Spain
Finally, let us note that the excellent and very interesting technical program would not have
been possible without the dedication of many colleagues. We would like to thank all the
members of the Technical Program Committee; special thanks go to all the members of the
Organizing Committee and, last but certainly not least, to the General Chair Monica Aguilar
Igartua, the Vice General Chair Paolo Bellavista, and the Steering Committee Chair Azzedine
Boukerche. Thanks to their dedicated work, we are now able and happy to welcome you to this
promising edition of the ACM MSWiM’20, with a vibrant technical program that will certainly
attract your interest and stimulate fruitful discussions. Enjoy!
With warm regards,
Antonio A.F. Loureiro
MSWiM’20 Program Co-Chair
Federal University of Minas Gerais, Brazil
Carlo Giannelli
MSWiM’20 Program Co-Chair
University of Ferrara, Ital
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