The Spec# Programming System: an Overview
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The Power of Abstraction
The Power of Abstraction Barbara Liskov March 2013 MIT CSAIL Software is Complex Systems are big and they do complicated things and they may be distributed and/or concurrent Addressing Complexity Algorithms, data structures, protocols Addressing Complexity Algorithms, data structures, protocols Programming methodology Programming languages This Talk Programming methodology as it developed Programming languages Programming languages today The Situation in 1970 The software crisis! Programming Methodology How should programs be designed? How should programs be structured? The Landscape E. W. Dijkstra. Go To Statement Considered Harmful. Cacm, Mar. 1968 The Landscape N. Wirth. Program Development by Stepwise Refinement. Cacm, April 1971 The Landscape D. L. Parnas. Information Distribution Aspects of Design Methodology. IFIP Congress, 1971 “The connections between modules are the assumptions which the modules make about each other.” Modularity A program is a collection of modules Modularity A program is a collection of modules Each module has an interface, described by a specification Modularity A program is a collection of modules Each has an interface, described by a specification A module’s implementation is correct if it meets the specification A using module depends only on the specification Modularity A program is a collection of modules Each has an interface, described by a specification A module’s implementation is correct if it meets the specification A using module depends only on the specification E.g. a sort routine sort(a) Benefits of Modularity Local reasoning Modifiability Independent development The Situation in 1970 Procedures were the only type of module Not powerful enough, e.g., a file system Not used very much Complicated connections Partitions B. -
MIT Turing Laureates Propose Creation of School of Computing an Open Letter to President Rafael Reif
9/26/2017 The Tech OPINION LETTER TO THE EDITOR MIT Turing laureates propose creation of School of Computing An open letter to President Rafael Reif By MIT Turing Laureates | Sep. 20, 2017 Facebook Dear Rafael, Twitter There comes a time, in the course of scientic evolution, when a discipline is ready to emerge from the womb of its parent disciplines and take its own place in the world. For Reddit computer science, or more accurately, for the eld of computing, this moment is now. Print Born from a combination of mathematics and electrical engineering, with the original intent of speeding up calculations, computer science has grown to encompass all information processing and most communications and now to provide an alternative evolutionary path to intelligence. Computer science is rapidly becoming an essential part of most academic disciplines, and students are voting with their feet. One third of MIT undergraduates are majoring in computer science. This trend is unlikely to slow down anytime soon. We, the 7 active MIT Turing Award winners, therefore write this open letter to recommend that you consider the bold step of establishing a School of Computing at MIT. The new school, a brother to the Schools of Engineering and Science, will allow the eld of computing, with its many https://thetech.com/2017/09/20/turing-laureates-open-letter-to-reif 1/4 9/26/2017 The Tech facets and sub-elds, to grow and interact naturally with the Institute’s scientic and engineering environment. The Tech Submit Campus Life Stories Today the study of computation is housed primarily in the EECS department within the School of Engineering, but departments are limited in their ability to hire and grow. -
Arxiv:1909.05204V3 [Cs.DC] 6 Feb 2020
Cogsworth: Byzantine View Synchronization Oded Naor, Technion and Calibra Mathieu Baudet, Calibra Dahlia Malkhi, Calibra Alexander Spiegelman, VMware Research Most methods for Byzantine fault tolerance (BFT) in the partial synchrony setting divide the local state of the nodes into views, and the transition from one view to the next dictates a leader change. In order to provide liveness, all honest nodes need to stay in the same view for a sufficiently long time. This requires view synchronization, a requisite of BFT that we extract and formally define here. Existing approaches for Byzantine view synchronization incur quadratic communication (in n, the number of parties). A cascade of O(n) view changes may thus result in O(n3) communication complexity. This paper presents a new Byzantine view synchronization algorithm named Cogsworth, that has optimistically linear communication complexity and constant latency. Faced with benign failures, Cogsworth has expected linear communication and constant latency. The result here serves as an important step towards reaching solutions that have overall quadratic communication, the known lower bound on Byzantine fault tolerant consensus. Cogsworth is particularly useful for a family of BFT protocols that already exhibit linear communication under various circumstances, but suffer quadratic overhead due to view synchro- nization. 1. INTRODUCTION Logical synchronization is a requisite for progress to be made in asynchronous state machine repli- cation (SMR). Previous Byzantine fault tolerant (BFT) synchronization mechanisms incur quadratic message complexities, frequently dominating over the linear cost of the consensus cores of BFT so- lutions. In this work, we define the view synchronization problem and provide the first solution in the Byzantine setting, whose latency is bounded and communication cost is linear, under a broad set of scenarios. -
A Classification and Comparison Framework for Software Architecture Description Languages
A Classification and Comparison Framework for Software Architecture Description Languages Neno Medvidovic Technical Report UCI-ICS-97-02 Department of Information and Computer Science University of California, Irvine Irvine, California 92697-3425 [email protected] February 1996 Abstract Software architectures shift the focus of developers from lines-of-code to coarser- grained architectural elements and their overall interconnection structure. Architecture description languages (ADLs) have been proposed as modeling notations to support architecture-based development. There is, however, little consensus in the research community on what is an ADL, what aspects of an architecture should be modeled in an ADL, and which of several possible ADLs is best suited for a particular problem. Furthermore, the distinction is rarely made between ADLs on one hand and formal specification, module interconnection, simulation, and programming languages on the other. This paper attempts to provide an answer to these questions. It motivates and presents a definition and a classification framework for ADLs. The utility of the definition is demonstrated by using it to differentiate ADLs from other modeling notations. The framework is also used to classify and compare several existing ADLs. One conclusion is that, although much research has been done in this area, no single ADL fulfills all of the identified needs. I. Introduction Software architecture research is directed at reducing costs of developing applications and increasing the potential for commonality between different members of a closely related product family [GS93, PW92]. Software development based on common architectural idioms has its focus shifted from lines-of-code to coarser-grained architectural elements (software components and connectors) and their overall interconnection structure. -
An Architectural Description Language for Secure Multi-Agent Systems
An Architectural Description Language for Secure Multi-Agent Systems Haralambos Mouratidis1,a, Manuel Kolpb, Paolo Giorginic, Stephane Faulknerd aInnovative Informatics Group, School of Computing, IT and Engineering, University of East London, England b Information Systems Research Unit, Catholic University of Louvain (UCL), Belgium c Department. of Information and Communication Technology, University of Trento, Italy d Information Management Research Unit, University of Namur, Belgium Abstract. Multi-Agent Systems (MAS) architectures are gaining popularity for building open, distributed, and evolving information systems. Unfortunately, despite considerable work in the fields of software architecture and MAS during the last decade, few research efforts have aimed at defining languages for designing and formalising secure agent architectures. This paper proposes a novel Architectural Description Language (ADL) for describing Belief-Desire-Intention (BDI) secure MAS. We specify each element of our ADL using the Z specification language and we employ two example case studies: one to assist us in the description of the proposed language and help readers of the article to better understand the fundamentals of the language; and one to demonstrate its applicability. Keyword: Architectural Description Language, Multi-Agent Systems, Security, BDI Agent Model, Software Architecture 1 Corresponding Author: [email protected] 1 1. Introduction However, as the expectations of business stakeholders are changing day after day; and The characteristics and expectations of as the complexity of systems, information new application areas for the enterprise, and communication technologies and such as e-business, knowledge management, organisations is continually increasing in peer-to-peer computing, and web services, today’s dynamic environments; developers are deeply modifying information systems are expected to produce architectures that engineering. -
Should Your Specification Language Be Typed?
Should Your Specification Language Be Typed? LESLIE LAMPORT Compaq and LAWRENCE C. PAULSON University of Cambridge Most specification languages have a type system. Type systems are hard to get right, and getting them wrong can lead to inconsistencies. Set theory can serve as the basis for a specification lan- guage without types. This possibility, which has been widely overlooked, offers many advantages. Untyped set theory is simple and is more flexible than any simple typed formalism. Polymorphism, overloading, and subtyping can make a type system more powerful, but at the cost of increased complexity, and such refinements can never attain the flexibility of having no types at all. Typed formalisms have advantages too, stemming from the power of mechanical type checking. While types serve little purpose in hand proofs, they do help with mechanized proofs. In the absence of verification, type checking can catch errors in specifications. It may be possible to have the best of both worlds by adding typing annotations to an untyped specification language. We consider only specification languages, not programming languages. Categories and Subject Descriptors: D.2.1 [Software Engineering]: Requirements/Specifica- tions; D.2.4 [Software Engineering]: Software/Program Verification—formal methods; F.3.1 [Logics and Meanings of Programs]: Specifying and Verifying and Reasoning about Pro- grams—specification techniques General Terms: Verification Additional Key Words and Phrases: Set theory, specification, types Editors’ introduction. We have invited the following -
Architecture Description Language) COMS W4115 Alan Khara Ask2206 February 11, 2014
1 of 13 General Purpose ADL (Architecture Description Language) COMS W4115 Alan Khara Ask2206 February 11, 2014 1.0 Introduction In the design of system architecture1, a blueprint of the system typically comes second, after requirements are gathered in the process of architecture development. This is followed by design verification and, later, implementation. Initially, the domain of Architecture Description Languages (ADLs) was confined to the design phase and was highly motivated by Object Oriented paradigm [1] [2] [3]. ADLs were mainly graphical in nature, with numerous Line and Box representations that were later standardized by Object Management Group (OMG) in Unified Model Language2 (UML) [4][5]. Being quickly adopted by industry, UML was infested with ambiguous features: a given relationship between components of a system could be ambiguous and yield two different interpretations of the same drawing [2]. Research during the last decade has worked to solve this problem on two different fronts. One line of research seeks to extend UML in order to make it less ambiguous [6] [7] [8] [9]. Another kind of research is finding new ADLs (graphical and text based) that have more rigorous and well defined semantics [10] [11] [12][13]. Both of these trends are important with respect to defining the problem scope of the proposed project. Because they are mainly driven by industry, efforts to extend UML are inherently domain- specific [14]. The primary motivation behind the development of UML is to overcome ambiguity and reduced the communication gap that exists among various stakeholders. This is tackled by either introducing constraints or adding new vocabulary. -
Safe and Efficient Sharing of Persistent Objects in Thor
This paper appears in Proceedings of the 1996 ACM SIGMOD Int. Conf. on Management of Data, Montreal, Canada, June 1996. Note: the pages are numbered 318±329, as in the proceedings. Safe and Ef®cient Sharing of Persistent Objects in Thor B.Liskov, A.Adya, M.Castro, M.Day , S.Ghemawat , R.Gruber , U.Maheshwari, A.C.Myers, L.Shrira Laboratory for Computer Science, Massachusetts Institute of Technology, 545 Technology Square, Cambridge, MA 02139 liskov,adya,castro, , , ,umesh,andru,liuba @lcs.mit.edu Abstract Thor is an object-oriented database system designed for use in a are likely to be accessible despite failures. Thor supports heterogeneous distributed environment. It provides highly-reliable heterogeneity at the levels of the machine, network, operating and highly-available persistent storage for objects, and supports system, and especially the programming language. Programs safe sharing of these objects by applications written in different written in different programming languages can easily share programming languages. objects between different applications, or components of Safe heterogeneous sharing of long-lived objects requires the same application. Furthermore, even when client code encapsulation: the system must guarantee that applications interact is written in unsafe languages (such as C or C++), Thor with objects only by invoking methods. Although safety concerns are important, most object-oriented databases forgo safety to avoid guarantees the integrity of the persistent store. paying the associated performance costs. This paper describes the interface and implementation of This paper gives an overview of Thor's design and implementa- Thor and focuses on a novel aspect of Thor in each area. -
Arxiv:2106.11534V1 [Cs.DL] 22 Jun 2021 2 Nanjing University of Science and Technology, Nanjing, China 3 University of Southampton, Southampton, U.K
Noname manuscript No. (will be inserted by the editor) Turing Award elites revisited: patterns of productivity, collaboration, authorship and impact Yinyu Jin1 · Sha Yuan1∗ · Zhou Shao2, 4 · Wendy Hall3 · Jie Tang4 Received: date / Accepted: date Abstract The Turing Award is recognized as the most influential and presti- gious award in the field of computer science(CS). With the rise of the science of science (SciSci), a large amount of bibliographic data has been analyzed in an attempt to understand the hidden mechanism of scientific evolution. These include the analysis of the Nobel Prize, including physics, chemistry, medicine, etc. In this article, we extract and analyze the data of 72 Turing Award lau- reates from the complete bibliographic data, fill the gap in the lack of Turing Award analysis, and discover the development characteristics of computer sci- ence as an independent discipline. First, we show most Turing Award laureates have long-term and high-quality educational backgrounds, and more than 61% of them have a degree in mathematics, which indicates that mathematics has played a significant role in the development of computer science. Secondly, the data shows that not all scholars have high productivity and high h-index; that is, the number of publications and h-index is not the leading indicator for evaluating the Turing Award. Third, the average age of awardees has increased from 40 to around 70 in recent years. This may be because new breakthroughs take longer, and some new technologies need time to prove their influence. Besides, we have also found that in the past ten years, international collabo- ration has experienced explosive growth, showing a new paradigm in the form of collaboration. -
Introduction to the Literature on Programming Language Design Gary T
Computer Science Technical Reports Computer Science 7-1999 Introduction to the Literature On Programming Language Design Gary T. Leavens Iowa State University Follow this and additional works at: http://lib.dr.iastate.edu/cs_techreports Part of the Programming Languages and Compilers Commons Recommended Citation Leavens, Gary T., "Introduction to the Literature On Programming Language Design" (1999). Computer Science Technical Reports. 59. http://lib.dr.iastate.edu/cs_techreports/59 This Article is brought to you for free and open access by the Computer Science at Iowa State University Digital Repository. It has been accepted for inclusion in Computer Science Technical Reports by an authorized administrator of Iowa State University Digital Repository. For more information, please contact [email protected]. Introduction to the Literature On Programming Language Design Abstract This is an introduction to the literature on programming language design and related topics. It is intended to cite the most important work, and to provide a place for students to start a literature search. Keywords programming languages, semantics, type systems, polymorphism, type theory, data abstraction, functional programming, object-oriented programming, logic programming, declarative programming, parallel and distributed programming languages Disciplines Programming Languages and Compilers This article is available at Iowa State University Digital Repository: http://lib.dr.iastate.edu/cs_techreports/59 Intro duction to the Literature On Programming Language Design Gary T. Leavens TR 93-01c Jan. 1993, revised Jan. 1994, Feb. 1996, and July 1999 Keywords: programming languages, semantics, typ e systems, p olymorphism, typ e theory, data abstrac- tion, functional programming, ob ject-oriented programming, logic programming, declarative programming, parallel and distributed programming languages. -
Comparative Studies of 10 Programming Languages Within 10 Diverse Criteria Revision 1.0
Comparative Studies of 10 Programming Languages within 10 Diverse Criteria Revision 1.0 Rana Naim∗ Mohammad Fahim Nizam† Concordia University Montreal, Concordia University Montreal, Quebec, Canada Quebec, Canada [email protected] [email protected] Sheetal Hanamasagar‡ Jalal Noureddine§ Concordia University Montreal, Concordia University Montreal, Quebec, Canada Quebec, Canada [email protected] [email protected] Marinela Miladinova¶ Concordia University Montreal, Quebec, Canada [email protected] Abstract This is a survey on the programming languages: C++, JavaScript, AspectJ, C#, Haskell, Java, PHP, Scala, Scheme, and BPEL. Our survey work involves a comparative study of these ten programming languages with respect to the following criteria: secure programming practices, web application development, web service composition, OOP-based abstractions, reflection, aspect orientation, functional programming, declarative programming, batch scripting, and UI prototyping. We study these languages in the context of the above mentioned criteria and the level of support they provide for each one of them. Keywords: programming languages, programming paradigms, language features, language design and implementation 1 Introduction Choosing the best language that would satisfy all requirements for the given problem domain can be a difficult task. Some languages are better suited for specific applications than others. In order to select the proper one for the specific problem domain, one has to know what features it provides to support the requirements. Different languages support different paradigms, provide different abstractions, and have different levels of expressive power. Some are better suited to express algorithms and others are targeting the non-technical users. The question is then what is the best tool for a particular problem. -
Distributed Computing Column 36 Distributed Computing: 2009 Edition
Distributed Computing Column 36 Distributed Computing: 2009 Edition Idit Keidar Dept. of Electrical Engineering, Technion Haifa, 32000, Israel [email protected] It’s now the season for colorful reviews of 2009. While you can read elsewhere about the year in sports, top-40 pop hit charts, people of the year, and so on, I throw my share into the mix with a (biased) review of this year’s major distributed computing events. Awards First, let’s look at awards. This year we learned that two women were recognized with ACM and IEEE prestigious awards for their achievements in, (among other things), distributed computing. Barbara Liskov won the 2008 ACM Turing Award for a range of contributions to practical and theoretical foundations of programming language and system design, some of which are in distributed computing. The award citation mentions her impact on distributed programming, decentralized information flow, replicated storage, and modular upgrading of distributed systems. I include below a short reflection, by Rodrigo Rodrigues, on Barbara Liskov’s Turing Award and legacy. Looking ahead to 2010, it was recently announced that Nancy Lynch is the recipient of the prestigious 2010 IEEE Emanuel R. Piore Award1 for her contributions to foundations of distributed and concurrent computing. The award is given for outstanding contributions in the field of information processing in relation to computer science. Leslie Lamport has won the same award in 2004 for his seminal contributions to the theory and practice of concurrent programming and fault-tolerant computing. The 2009 Edsger W. Dijkstra Prize in Distributed Computing was awarded to Joseph Halpern and Yoram Moses for “Knowledge and Common Knowledge in a Distributed Environment”.