Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 136 for “"Code generation"”.
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Code generation for the IOA language
Thesis (M.Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2002.
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Code Generation for Extreme Scale Parallel Systems
… compiler, which generates efficient parallel code from a high-level, global-view sketch of a .5D algorithm that is expressed using symbolic data sizes and numbers of processors. To mitigate the cost of communication for multiprocessor parallelism, this thesis develops a novel compiler …
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Meta Concepts: A Knowledge-Based Code Generation System
… information in this way to enable the automated generation of code in order to solve problems in cases where solutions would otherwise be difficult to devise by hand. Meta Concepts is an object-oriented coding system whereby the user specifies and works with an ontology of concepts or …
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Machine Learning Techniques for Code Generation and Optimization
We follow a similar approach and use a classifier learning system to generate high performance libraries for matrix-matrix multiplication. Our library generator produces matrix multiplication routines that use recursive layouts and several levels of tiling. Our approach is to use a classifier …
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Code generation for few-shot event structure prediction
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2026-08-01
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Language and compiler support for dyanmic code generation
Thesis (Ph.D.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1999.
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Implementing Product Line Architecture with Code Generation and Separation
… points. In this thesis, I present a novel code generation and separation approach that can faithfully implement the PLA with a goal of reducing the inconsistency between the PLA and its implementation. Moreover, the approach can automatically implement the variation points modeled in the …
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Code generation of array constructs for distributed memory systems
… performance even for sequentially simplistic codes. Programs requiring high performance are usually painstakingly written by hand in C/C++ or Fortran using MPI+X to target these machines. This work presents a multi-layer code generation framework Vaani that takes a very high-level …
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Code generation and optimization for embedded digital signal processors
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1996.
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Partitioning non-strict languages for multi-threaded code generation
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 1994.
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An Intermediate Code for Interpretation and Code Generation in ADA.
An intermediate language for compilers, called CL-code, is presented which allows the combined advantages of direct interpretation and usage as an intermediate form in machine code generation. CL-code is an intermediate code defined to execute on a virtual stack machine and is machine— …
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Eliminating Hallucination-Induced Errors in Code Generation with Functional Clustering
Modern code–generation LLMs can already solve a large fraction of programming problems, yet they still hallucinate subtle bugs that make their outputs unsafe for autonomous deployment. We present functional clustering, a black-box wrapper that eliminates nearly all hallucination-induced errors …
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Deep Learning for Code Generation using Snippet Level Parallel Data
… proposed and shown to be effective at tasks like code summarization, code synthesis and code translation. Multiple benchmark data sets have also been released but all suffer from one limitation or the other. Some data sets only support a select few programming languages while others support only …
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Automatic code generation for real-time reactive systems in TROMLAB environment
… and finally mechanically generating C++ code that conforms to the interface specification. The code generation methodology is illustrated for the Train-Gate-Controller problem, a bench-mark case study in real-time systems community.
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Relational compilation: Functional-to-imperative code generation for performance-critical applications
… derive correct-by-construction, high-performance code from shallowly embedded functional programs. It introduces a unifying framework, relational compilation, to capture and extend recent developments in program extraction, with a focus on modularity and sound extensibility. To demonstrate the …
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Automatic code generation: from process algebraic architectural descriptions to multithreaded java programs
… generating multithreaded object-oriented code from process algebraic architectural descriptions, in a way that preserves – under certain assumptions – the properties proved at the architectural level. The approach is divided into three phases, which are illustrated by means of a running …
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Program transformation and code generation for developing, modeling, and optimizing GPU programs
… which does not reliably produce optimal code, and fully manual optimization, which is inefficient and error-prone, we present three mechanisms facilitating a human-guided, partially automated process for production, optimization, and analysis of high-performance code: (1) formal …
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JET : an application of partial evaluation in dynamic code generation for Java
… procedure cloning are techniques used to improve code generation and execution performance. The research described in this paper applies these techniques in the design and implementation of a runtime system to improve Java performance. Analyses indicate that staged compilation results in a major …
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Empowering Mobile-Only App Generation — Offline AI Code Generation with App Inventor
… computing as a tool for empowerment. Low-code platforms like MIT App Inventor support this vision by fostering digital agency through purposeful creation. Recent advances in large language models (LLMs) expand these possibilities further by enabling code generation from natural language, …
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