Behavioral Types in Programming Languages
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Data Quality Management in Large-Scale Cyber-Physical Systems
Data Quality Management in Large-Scale Cyber-Physical Systems Ahmed Abdulhasan Alwan School of Architecture, Computing and Engineering University of East London A thesis presented for the degree of Doctor of Philosophy July 19, 2021 Abstract Cyber-Physical Systems (CPSs) are cross-domain, multi-model, advance informa- tion systems that play a significant role in many large-scale infrastructure sectors of smart cities public services such as traffic control, smart transportation control, and environmental and noise monitoring systems. Such systems, typically, involve a substantial number of sensor nodes and other devices that stream and exchange data in real-time and usually are deployed in uncontrolled, broad environments. Thus, unexpected measurements may occur due to several internal and external factors, including noise, communication errors, and hardware failures, which may compromise these systems quality of data and raise serious concerns related to safety, reliability, performance, and security. In all cases, these unexpected measurements need to be carefully interpreted and managed based on domain knowledge and computational models. Therefore, in this research, data quality challenges were investigated, and a com- prehensive, proof of concept, data quality management system was developed to tackle unaddressed data quality challenges in large-scale CPSs. The data quality management system was designed to address data quality challenges associated with detecting: sensor nodes measurement errors, sensor nodes hardware failures, and mismatches in sensor nodes spatial and temporal contextual attributes. De- tecting sensor nodes measurement errors associated with the primary data quality dimensions of accuracy, timeliness, completeness, and consistency in large-scale CPSs were investigated using predictive and anomaly analysis models via utilising statistical and machine-learning techniques. -
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Table of Contents About ICSEC 2019 ................................................................................................................... I Message from President of Prince of Songkla University .................................................. III Message from Rector of University North, Croatia ............................................................ IV Message from General Chair ................................................................................................ VI Keynote Speakers ................................................................................................................. VII Organizing Committee .......................................................................................................... XI Conference Venue ............................................................................................................... XIII Program at a Glance ........................................................................................................... XVI Technical Sessions Main Track ............................................................................................................................. 1 Special Session on Advanced Digital Media ....................................................................... 33 Special Session on Future SDN: Security, Virtualization, Systems and Architectures ....... 35 Author Index .......................................................................................................................... 36 List of Reviewers -
Cyphyhouse: a Programming, Simulation, and Deployment Toolchain for Heterogeneous Distributed Coordination
2020 IEEE International Conference on Robotics and Automation (ICRA) 31 May - 31 August, 2020. Paris, France CyPhyHouse: A programming, simulation, and deployment toolchain for heterogeneous distributed coordination Ritwika Ghosh1, Joao P. Jansch-Porto2, Chiao Hsieh1, Amelia Gosse2, Minghao Jiang3, Hebron Taylor2, Peter Du3, Sayan Mitra3, Geir Dullerud2 Abstract— Programming languages, libraries, and develop- With the aim of simplifying application development for ment tools have transformed the application development distributed and heterogeneous systems, we introduce CyPhy- processes for mobile computing and machine learning. This House1—an open source software toolchain for program- paper introduces CyPhyHouse—a toolchain that aims to provide similar programming, debugging, and deployment benefits for ming, simulating, and deploying mobile robotic applications. distributed mobile robotic applications. Users can develop In this work, we target distributed coordination applica- hardware-agnostic, distributed applications using the high-level, tions such as collaborative mapping [8], surveillance, de- event driven Koord programming language, without requiring livery, formation-flight, etc. with aerial drones and ground expertise in controller design or distributed network protocols. vehicles. We believe that for these applications, low-level The modular, platform-independent middleware of CyPhyHouse implements these functionalities using standard algorithms for motion control for the individual robots is standard but path planning (RRT), control (MPC), mutual exclusion, etc. tedious, and coordination across distributed (and possibly A high-fidelity, scalable, multi-threaded simulator for Koord heterogeneous) robots is particularly difficult and error- applications is developed to simulate the same application code prone. This motivates the two key abstractions provided for dozens of heterogeneous agents. The same compiled code by CyPhyHouse: (a) portability of high-level coordination can also be deployed on heterogeneous mobile platforms. -
Comparative Studies of Programming Languages; Course Lecture Notes
Comparative Studies of Programming Languages, COMP6411 Lecture Notes, Revision 1.9 Joey Paquet Serguei A. Mokhov (Eds.) August 5, 2010 arXiv:1007.2123v6 [cs.PL] 4 Aug 2010 2 Preface Lecture notes for the Comparative Studies of Programming Languages course, COMP6411, taught at the Department of Computer Science and Software Engineering, Faculty of Engineering and Computer Science, Concordia University, Montreal, QC, Canada. These notes include a compiled book of primarily related articles from the Wikipedia, the Free Encyclopedia [24], as well as Comparative Programming Languages book [7] and other resources, including our own. The original notes were compiled by Dr. Paquet [14] 3 4 Contents 1 Brief History and Genealogy of Programming Languages 7 1.1 Introduction . 7 1.1.1 Subreferences . 7 1.2 History . 7 1.2.1 Pre-computer era . 7 1.2.2 Subreferences . 8 1.2.3 Early computer era . 8 1.2.4 Subreferences . 8 1.2.5 Modern/Structured programming languages . 9 1.3 References . 19 2 Programming Paradigms 21 2.1 Introduction . 21 2.2 History . 21 2.2.1 Low-level: binary, assembly . 21 2.2.2 Procedural programming . 22 2.2.3 Object-oriented programming . 23 2.2.4 Declarative programming . 27 3 Program Evaluation 33 3.1 Program analysis and translation phases . 33 3.1.1 Front end . 33 3.1.2 Back end . 34 3.2 Compilation vs. interpretation . 34 3.2.1 Compilation . 34 3.2.2 Interpretation . 36 3.2.3 Subreferences . 37 3.3 Type System . 38 3.3.1 Type checking . 38 3.4 Memory management . -
Cross-Platform Language Design
Cross-Platform Language Design THIS IS A TEMPORARY TITLE PAGE It will be replaced for the final print by a version provided by the service academique. Thèse n. 1234 2011 présentée le 11 Juin 2018 à la Faculté Informatique et Communications Laboratoire de Méthodes de Programmation 1 programme doctoral en Informatique et Communications École Polytechnique Fédérale de Lausanne pour l’obtention du grade de Docteur ès Sciences par Sébastien Doeraene acceptée sur proposition du jury: Prof James Larus, président du jury Prof Martin Odersky, directeur de thèse Prof Edouard Bugnion, rapporteur Dr Andreas Rossberg, rapporteur Prof Peter Van Roy, rapporteur Lausanne, EPFL, 2018 It is better to repent a sin than regret the loss of a pleasure. — Oscar Wilde Acknowledgments Although there is only one name written in a large font on the front page, there are many people without which this thesis would never have happened, or would not have been quite the same. Five years is a long time, during which I had the privilege to work, discuss, sing, learn and have fun with many people. I am afraid to make a list, for I am sure I will forget some. Nevertheless, I will try my best. First, I would like to thank my advisor, Martin Odersky, for giving me the opportunity to fulfill a dream, that of being part of the design and development team of my favorite programming language. Many thanks for letting me explore the design of Scala.js in my own way, while at the same time always being there when I needed him. -
Structuring Languages As Object-Oriented Libraries
Structuring Languages as Object-Oriented Libraries Structuring Languages as Object-Oriented Libraries ACADEMISCH PROEFSCHRIFT ter verkrijging van de graad van doctor aan de Universiteit van Amsterdam op gezag van de Rector Magnificus prof. dr. ir. K. I. J. Maex ten overstaan van een door het College voor Promoties ingestelde commissie, in het openbaar te verdedigen in de Agnietenkapel op donderdag november , te . uur door Pablo Antonio Inostroza Valdera geboren te Concepción, Chili Promotiecommissie Promotores: Prof. Dr. P. Klint Universiteit van Amsterdam Prof. Dr. T. van der Storm Rijksuniversiteit Groningen Overige leden: Prof. Dr. J.A. Bergstra Universiteit van Amsterdam Prof. Dr. B. Combemale University of Toulouse Dr. C. Grelck Universiteit van Amsterdam Prof. Dr. P.D. Mosses Swansea University Dr. B.C.d.S. Oliveira The University of Hong Kong Prof. Dr. M. de Rijke Universiteit van Amsterdam Faculteit der Natuurwetenschappen, Wiskunde en Informatica The work in this thesis has been carried out at Centrum Wiskunde & Informatica (CWI) under the auspices of the research school IPA (Institute for Programming research and Algorith- mics) and has been supported by NWO, in the context of Jacquard Project .. “Next Generation Auditing: Data-Assurance as a Service”. Contents Introduction .Language Libraries . .Object Algebras . .Language Libraries with Object Algebras . .Origins of the Chapters . .Software Artifacts . .Dissertation Structure . Recaf: Java Dialects as Libraries .Introduction . .Overview.................................... .Statement Virtualization . .Full Virtualization . .Implementation of Recaf . .Case Studies . .Discussion . .Related Work . .Conclusion . Tracing Program Transformations with String Origins .Introduction . .String Origins . .Applications of String Origins . .Implementation . .Related Work . .Conclusion . Modular Interpreters with Implicit Context Propagation .Introduction . .Background . v Contents .Implicit Context Propagation . -
A Core Calculus of Metaclasses
A Core Calculus of Metaclasses Sam Tobin-Hochstadt Eric Allen Northeastern University Sun Microsystems Laboratories [email protected] [email protected] Abstract see the problem, consider a system with a class Eagle and Metaclasses provide a useful mechanism for abstraction in an instance Harry. The static type system can ensure that object-oriented languages. But most languages that support any messages that Harry responds to are also understood by metaclasses impose severe restrictions on their use. Typi- any other instance of Eagle. cally, a metaclass is allowed to have only a single instance However, even in a language where classes can have static and all metaclasses are required to share a common super- methods, the desired relationships cannot be expressed. For class [6]. In addition, few languages that support metaclasses example, in such a language, we can write the expression include a static type system, and none include a type system Eagle.isEndangered() provided that Eagle has the ap- with nominal subtyping (i.e., subtyping as defined in lan- propriate static method. Such a method is appropriate for guages such as the JavaTM Programming Language or C#). any class that is a species. However, if Salmon is another To elucidate the structure of metaclasses and their rela- class in our system, our type system provides us no way of tionship with static types, we present a core calculus for a requiring that it also have an isEndangered method. This nominally typed object-oriented language with metaclasses is because we cannot classify both Salmon and Eagle, when and prove type soundness over this core. -
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Behavioral Types in Programming Languages
Foundations and Trends R in Programming Languages Vol. 3, No. 2-3 (2016) 95–230 c 2016 D. Ancona et al. DOI: 10.1561/2500000031 Behavioral Types in Programming Languages Davide Ancona, DIBRIS, Università di Genova, Italy Viviana Bono, Dipartimento di Informatica, Università di Torino, Italy Mario Bravetti, Università di Bologna, Italy / INRIA, France Joana Campos, LaSIGE, Faculdade de Ciências, Univ de Lisboa, Portugal Giuseppe Castagna, CNRS, IRIF, Univ Paris Diderot, Sorbonne Paris Cité, France Pierre-Malo Deniélou, Royal Holloway, University of London, UK Simon J. Gay, School of Computing Science, University of Glasgow, UK Nils Gesbert, Université Grenoble Alpes, France Elena Giachino, Università di Bologna, Italy / INRIA, France Raymond Hu, Department of Computing, Imperial College London, UK Einar Broch Johnsen, Institutt for informatikk, Universitetet i Oslo, Norway Francisco Martins, LaSIGE, Faculdade de Ciências, Univ de Lisboa, Portugal Viviana Mascardi, DIBRIS, Università di Genova, Italy Fabrizio Montesi, University of Southern Denmark Rumyana Neykova, Department of Computing, Imperial College London, UK Nicholas Ng, Department of Computing, Imperial College London, UK Luca Padovani, Dipartimento di Informatica, Università di Torino, Italy Vasco T. Vasconcelos, LaSIGE, Faculdade de Ciências, Univ de Lisboa, Portugal Nobuko Yoshida, Department of Computing, Imperial College London, UK Contents 1 Introduction 96 2 Object-Oriented Languages 105 2.1 Session Types in Core Object-Oriented Languages . 106 2.2 Behavioral Types in Java-like Languages . 121 2.3 Typestate . 134 2.4 Related Work . 139 3 Functional Languages 140 3.1 Effects for Session Type Checking . 141 3.2 Sessions and Explicit Continuations . 143 3.3 Monadic Approaches to Session Type Checking . -
Products Newsletter Emergiing Trends, Cuttiing-Edge Technollogiies, and Research Breakthroughs Iin Power Ellectroniics
Products Newsletter Emergiing Trends, Cuttiing-Edge Technollogiies, and Research Breakthroughs iin Power Ellectroniics November 20, 2020 | Issue 7 IEEE Power Electronics Magazine To empower next-generation engineers with hands-on skills in control and power electronics, Qing- Chang Zhong, Yeqin Wang, Yiting Dong, Beibei Ren, and Mohammad Amin have developed a versatile experimental tool that lowers the barriers to go real from simulations to experiments for various power electronic systems. Their Smart Grid Research and Educational Kit, which is a reconfigurable, open-source, multifunctional power electronic converter with the capability of directly downloading codes from MATLAB/Simulink. Besides minimizing the time, cost, and efforts needed to develop hardware systems, it removes the burden of coding. Read more in the September 2020 issue of IEEE Power Electronics Magazine! IEEE Transactions on Power Electronics (TPEL) The December 2020 Issue presents 86 papers with the latest research in power electronics! December Highlighted Papers: On Beat Frequency Oscillation of Two-Stage Wireless Power Receivers Kerui Li, Siew-Chong Tan, and Ron Shu Yuen Hui Novel iGSE-C Loss Modeling of X7R Ceramic Capacitors David Menzi, Dominik Bortis, Grayson Zulauf, Morris Heller, and Johann W. Kolar December Papers with Active/Multimedia Content Analysis and Design of the LLC LED Driver Based on State-Space Representation Direct Time- Domain Solution by Maikel Menke, João P. Duranti, Leandro Roggia, Fábio E. Bisogno, Rodrigo V. Tambara, Álysson R. Seidel provides a PowerPoint Presentation elucidating each step development of the proposed design procedure during the design of the LLC LED driver. In addition, the authors offer three Wolfram Mathematica notebook script files. -
Homomorphic Encryption: Working and Analytical Assessment DGHV, Helib, Paillier, FHEW and HE in Cloud Security
Master of Science in Computer Science February 2017 Homomorphic Encryption: Working and Analytical Assessment DGHV, HElib, Paillier, FHEW and HE in cloud security Srinivas Divya Papisetty Faculty of Computing Blekinge Institute of Technology SE-371 79 Karlskrona Sweden This thesis is submitted to the Faculty of Computing at Blekinge Institute of Technology in partial fulfillment of the requirements for the degree of Master of Science in Computer Science. The thesis is equivalent to 20 weeks of full time studies. Contact Information: Author(s): Srinivas Divya Papisetty E-mail: [email protected] University advisor: Dr. Emiliano Casalicchio Dept. of Computer Science & Engineering Faculty of Computing Internet : www.bth.se Blekinge Institute of Technology Phone : +46 455 38 50 00 SE-371 79 Karlskrona, Sweden Fax : +46 455 38 50 57 i i ABSTRACT Context. Secrecy has kept researchers spanning over centuries engaged in the creation of data protection techniques. With the growing rate of data breach and intervention of adversaries in confidential data storage and communication, efficient data protection has found to be a challenge. Homomorphic encryption is one such data protection technique in the cryptographic domain which can perform arbitrary computations on the enciphered data without disclosing the original plaintext or message. The first working fully homomorphic encryption scheme was proposed in the year 2009 and since then there has been a tremendous increase in the development of homomorphic encryption schemes such that they can be applied to a wide range of data services that demand security. All homomorphic encryption schemes can be categorized as partially homomorphic (PHE), somewhat homomorphic (SHE), leveled homomorphic (LHE), and fully homomorphic encryption (FHE). -
How Machine Learning Has Been Applied in Software Engineering?
How Machine Learning Has Been Applied in Software Engineering? Olimar Teixeira Borges a, Julia Colleoni Couto b, Duncan Dubugras A. Ruiz c and Rafael Prikladnicki1 d School of Technology, PUCRS, Porto Alegre, Brazil Keywords: Software Engineering, Machine Learning, Mapping Study. Abstract: Machine Learning (ML) environments are composed of a set of techniques and tools, which can help in solving problems in a diversity of areas, including Software Engineering (SE). However, due to a large number of possible configurations, it is a challenge to select the ML environment to be used for a specific SE domain issue. Helping software engineers choose the most suitable ML environment according to their needs would be very helpful. For instance, it is possible to automate software tests using ML models, where the model learns software behavior and predicts possible problems in the code. In this paper, we present a mapping study that categorizes the ML techniques and tools reported as useful to solve SE domain issues. We found that the most used algorithm is Na¨ıve Bayes and that WEKA is the tool most SE researchers use to perform ML experiments related to SE. We also identified that most papers use ML to solve problems related to SE quality. We propose a categorization of the ML techniques and tools that are applied in SE problem solving, linking with the Software Engineering Body of Knowledge (SWEBOK) knowledge areas. 1 INTRODUCTION automated to reduce human effort and project cost. However, to automate these tasks using ML, we need Machine Learning (ML) is an Artificial Intelligence to have the SE project’s data to explore.