REALISTIC CORRECT SYSTEMS IMPLEMENTATION

The present article and the forthcoming second part on Trusted Compiler Implementation\ud address correct construction and functioning of large computer based systems. In view\ud of so many annoying and dangerous system misbehaviors we ask: Can informaticians\ud righteously be accounted for incorrectness of systems, will they be able to justify systems\ud to work correctly as intended? We understand the word justification in the sense: design\ud of computer based systems, formulation of mathematical models of information flows, and\ud construction of controlling software are to be such that the expected system effects, the\ud absence of internal failures, and the robustness towards misuses and malicious external attacks\ud are foreseeable as logical consequences of the models.\ud Since more than 40 years, theoretical informatics, software engineering and compiler\ud construction have made important contributions to correct specification and also to correct\ud high-level implementation of compilers. But the third step, translation - bootstrapping - of\ud high level compiler programs to host machine code by existing host compilers, is as important.\ud So far there are no realistic recipes to close this correctness gap, although it is known\ud for some years that trust in executable code can dangerously be compromised by Trojan\ud Horses in compiler executables, even if they pass strongest tests.\ud In the present first article we will give a comprehensive motivation and develop\ud a mathematical theory in order to conscientiously prove the correctness of an initial fully\ud trusted compiler executable. The task will be modularized in three steps. The third step of\ud machine level compiler implementation verification is the topic of the forthcoming second\ud part on Trusted Compiler Implementation. It closes the implementation gap, not only for\ud compilers but also for correct software-based systems in general. Thus, the two articles together\ud give a rather confident answer to the question raised in the title

Realistic correct systems implementation

Подана перша частина статті і наступна її друга частина присвячені методам коректної побудови і функціонування великих комп'ютерних систем. У центрі уваги – проблема обґрунтування, що подається в сенсі формулювання математичної моделі інформаційних потоків у комп'ютерній системі і побудови керуючого програмного забезпечення, що контролює слушність поводження, відсутність внутрішніх помилок і усталеність стосовно зовнішніх атак як логічні наслідки, що одержуються з моделі. У першій частині статті викладена математична теорія доказової побудови компіляторівПредставленная первая часть статьи и последующая ее вторая часть посвящены методам корректного построения и функционирования больших компьютерных систем. В центре внимания – проблема обоснования, понимаемая в смысле формулирования математической модели информационных потоков в компьютерной системе и построения управляющего программного обеспечения, контролирующего правильность поведения, отсутствие внутренних ошибок и устойчивость по отношению к внешним атакам как логические следствия, получаемые из модели. В первой части статьи изложена математическая теория доказательного построения компиляторов

Programming Language Evolution and Source Code Rejuvenation

Programmers rely on programming idioms, design patterns, and workaround techniques to express fundamental design not directly supported by the language. Evolving languages often address frequently encountered problems by adding language and library support to subsequent releases. By using new features, programmers can express their intent more directly. As new concerns, such as parallelism or security, arise, early idioms and language facilities can become serious liabilities. Modern code sometimes bene fits from optimization techniques not feasible for code that uses less expressive constructs. Manual source code migration is expensive, time-consuming, and prone to errors. This dissertation discusses the introduction of new language features and libraries, exemplifi ed by open-methods and a non-blocking growable array library. We describe the relationship of open-methods to various alternative implementation techniques. The benefi ts of open-methods materialize in simpler code, better performance, and similar memory footprint when compared to using alternative implementation techniques. Based on these findings, we develop the notion of source code rejuvenation, the automated migration of legacy code. Source code rejuvenation leverages enhanced program language and library facilities by finding and replacing coding patterns that can be expressed through higher-level software abstractions. Raising the level of abstraction improves code quality by lowering software entropy. In conjunction with extensions to programming languages, source code rejuvenation o ers an evolutionary trajectory towards more reliable, more secure, and better performing code. We describe the tools that allow us efficient implementations of code rejuvenations. The Pivot source-to-source translation infrastructure and its traversal mechanism forms the core of our machinery. In order to free programmers from representation details, we use a light-weight pattern matching generator that turns a C like input language into pattern matching code. The generated code integrates seamlessly with the rest of the analysis framework. We utilize the framework to build analysis systems that find common workaround techniques for designated language extensions of C 0x (e.g., initializer lists). Moreover, we describe a novel system (TACE | template analysis and concept extraction) for the analysis of uninstantiated template code. Our tool automatically extracts requirements from the body of template functions. TACE helps programmers understand the requirements that their code de facto imposes on arguments and compare those de facto requirements to formal and informal specifications

AUTOMATING DATA-LAYOUT DECISIONS IN DOMAIN-SPECIFIC LANGUAGES

A long-standing challenge in High-Performance Computing (HPC) is the simultaneous achievement of programmer productivity and hardware computational efficiency. The challenge has been exacerbated by the onset of multi- and many-core CPUs and accelerators. Only a few expert programmers have been able to hand-code domain-specific data transformations and vectorization schemes needed to extract the best possible performance on such architectures. In this research, we examined the possibility of automating these methods by developing a Domain-Specific Language (DSL) framework. Our DSL approach extends C++14 by embedding into it a high-level data-parallel array language, and by using a domain-specific compiler to compile to hybrid-parallel code. We also implemented an array index-space transformation algebra within this high-level array language to manipulate array data-layouts and data-distributions. The compiler introduces a novel method for SIMD auto-vectorization based on array data-layouts. Our new auto-vectorization technique is shown to outperform the default auto-vectorization strategy by up to 40% for stencil computations. The compiler also automates distributed data movement with overlapping of local compute with remote data movement using polyhedral integer set analysis. Along with these main innovations, we developed a new technique using C++ template metaprogramming for developing embedded DSLs using C++. We also proposed a domain-specific compiler intermediate representation that simplifies data flow analysis of abstract DSL constructs. We evaluated our framework by constructing a DSL for the HPC grand-challenge domain of lattice quantum chromodynamics. Our DSL yielded performance gains of up to twice the flop rate over existing production C code for selected kernels. This gain in performance was obtained while using less than one-tenth the lines of code. The performance of this DSL was also competitive with the best hand-optimized and hand-vectorized code, and is an order of magnitude better than existing production DSLs.Doctor of Philosoph

Combining SOA and BPM Technologies for Cross-System Process Automation

This paper summarizes the results of an industry case study that introduced a cross-system business process automation solution based on a combination of SOA and BPM standard technologies (i.e., BPMN, BPEL, WSDL). Besides discussing major weaknesses of the existing, custom-built, solution and comparing them against experiences with the developed prototype, the paper presents a course of action for transforming the current solution into the proposed solution. This includes a general approach, consisting of four distinct steps, as well as specific action items that are to be performed for every step. The discussion also covers language and tool support and challenges arising from the transformation

Proceedings of the 4th International Conference on Principles and Practices of Programming in Java

This book contains the proceedings of the 4th international conference on principles and practices of programming in Java. The conference focuses on the different aspects of the Java programming language and its applications