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共 99 条记录，以下是11-20 订阅

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Probabilistic Concurrency Testing forWeak Memory programs 2023

Probabilistic Concurrency Testing forWeak Memory Programs

引用

28th ACM International conference on Architectural Support for Programming languages and Operating Systems (ASPLOS)

作者： Gao, Mingyu Chakraborty, Soham Ozkan, Burcu Kulahcioglu Delft Univ Technol Delft Netherlands

ISBN: (纸本)9781450399166

the Probabilistic Concurrency Testing (PCT) algorithm that provides theoretical guarantees on the probability of detecting concurrency bugs does not apply to weak memory programs. the PCT algorithm builds on the interleaving semantics of sequential consistency, which does not hold for weak memory concurrency. It is because weak memory concurrency allows additional behaviors that cannot be produced by any interleaving execution. In this paper, we generalize PCT to address weak memory concurrency and present Probabilistic Concurrency Testing for Weak Memory (PCTWM). We empirically evaluate PCTWM on a set of well-known weak memory program benchmarks in comparison to the state-of-the-art weak memory testing tool C11Tester. Our results show that PCTWM can detect concurrency bugs more frequently than C11Tester.

关键词： Concurrency Weak memory Randomized algorithms Testing

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TELL for Indigenous Australian languages 28

TELL for Indigenous Australian languages

引用

28th International conference on Computers in Education, ICCE 2020

作者： Bow, Catherine Charles Darwin University Australia Australian National University Australia

ISBN: (纸本)9789869721455

the area of technology-enhanced language learning (TELL) has traditionally focused on languages with many speakers and multiple resources available. However, there are numerous affordances of TELL which can support smaller language groups to prepare and deliver language learning programs. this paper discusses some of the issues relating to TELL in the context of Indigenous Australian languages, particularly how Indigenous communities can use TELL to support language work. It goes on to describe a project designed to create an online template using low-cost and low-tech tools. While developed for a specific context - creating online courses for teaching Indigenous languages at university - the Digital Language Shell has a range of possible applications to maintain Indigenous languages under Indigenous authority. © ICCE 2020 - 28th International conference on Computers in Education, proceedings. All rights reserved.

关键词： E-learning

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Khuzdul: Efficient and Scalable Distributed Graph pattern Mining Engine 2023

Khuzdul: Efficient and Scalable Distributed Graph Pattern Mi...

引用

28th ACM International conference on Architectural Support for Programming languages and Operating Systems (ASPLOS)

作者： Chen, Jingji Qian, Xuehai Purdue Univ W Lafayette IN 47907 USA

ISBN: (纸本)9781450399166

this paper proposes Khuzdul, a distributed execution engine with a well-defined abstraction that can be integrated with existing singlemachine graph pattern mining (GPM) systems to provide efficiency and scalability at the same time. the key novelty is the extendable embedding abstraction which can express pattern enumeration algorithms, allow fine-grained task scheduling, and enable low-cost GPM-specific data reuse to reduce communication cost. the effective BFS-DFS hybrid exploration generates sufficient concurrent tasks for communication-computation overlapping with bounded memory consumption. Two scalable distributed GPM systems are implemented by porting Automine and GraphPi on Khuzdul. Our evaluation shows that Khuzdul based systems significantly outperform state-of-the-art distributed GPM systems with partitioned graphs by up to 75.5x (on average 19.0x), achieve similar or even better performance compared with the fastest distributed GPM systems with replicated graph, and scale to massive graphs with more than one hundred billion edges with a commodity cluster.

关键词： distributed graph analytics graph pattern mining

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ASPLOS 2023 - proceedings of the 28th ACM International conference on Architectural Support for Programming languages and Operating Systems

ASPLOS 2023 - Proceedings of the 28th ACM International Conf...

引用

28th ACM International conference on Architectural Support for Programming languages and Operating Systems, ASPLOS 2023

ISBN: (纸本)9781450399159

the proceedings contain 9 papers. the topics discussed include: AQUATOPE: QoS-and-uncertainty-aware resource management for multi-stage serverless workflows;CAFQA: a classical simulation bootstrap for variational quantum algorithms;cooperative concurrency control for write-intensive key-value workloads;DecoMine: a compilation-based graph pattern mining system with pattern decomposition;Erms: efficient resource management for shared microservices with SLA guarantees;Glign: taming misaligned graph traversals in concurrent graph processing;overlap communication with dependent computation via decomposition in large deep learning models;risotto: a dynamic binary translator for weak memory model architectures;and TelaMalloc: efficient on-chip memory allocation for production machine learning accelerators.

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DecoMine: A Compilation-Based Graph pattern Mining System with pattern Decomposition 2023

DecoMine: A Compilation-Based Graph Pattern Mining System wi...

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28th ACM International conference on Architectural Support for Programming languages and Operating Systems (ASPLOS)

作者： Chen, Jingji Qian, Xuehai Purdue Univ W Lafayette IN 47907 USA

ISBN: (纸本)9781450399159

Graph pattern mining (GPM) is an important application that identifies structures from graphs. Despite the recent progress, the performance gap between the state-of-the-art GPM systems and an efficient algorithmDpattern decompositionDis still at least an order of magnitude. this paper clears the fundamental obstacles of adopting pattern decomposition to a GPM system. First, the performance of pattern decomposition algorithms depends on how to decompose the whole pattern into subpatterns. the original method performs complexity analysis of algorithms for different choices, and selects the one with the lowest complexity upper bound. Clearly, this approach is not feasible for average or even expert users. To solve this problem, we develop a GPM compiler with conventional and GPM-specific optimizations to generate algorithms for different decomposition choices, which are evaluated based on an accurate cost model. the executable of the GPM task is obtained from the algorithm with the best performance. Second, we propose a novel partial-embedding API that is sufficient to construct advanced GPM applications while preserving pattern decomposition algorithm advantages. Compared to state-of-the-art systems, our new GPM system, DecoMine, developed based on the ideas, reduces the execution time of GPM on large graphs and patterns from days to a few hours with low programming effort.

关键词： graph pattern mining pattern decomposition graph analytics compiler

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28th International conference on Types for Proofs and programs, TYPES 2022

28th International Conference on Types for Proofs and Progra...

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28th International conference on Types for Proofs and programs, TYPES 2022

ISBN: (纸本)9783959772853

the proceedings contain 15 papers. the topics discussed include: all watched over by machines of loving grace;classical natural deduction from truth tables;on dynamic lifting and effect typing in circuit description languages;on the fair termination of client-server sessions;mitten: a flexible multimodal proof assistant;an irrelevancy-eliminating translation of pure type systems;a metatheoretic analysis of subtype universes;pragmatic isomorphism proofs between Coq representations: application to lambda-term families;type theory with explicit universe polymorphism;a univalent formalization of constructive affine schemes;and univalent monoidal categories.

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PatMat: A Distributed pattern Matching Engine with Cypher 19

PatMat: A Distributed Pattern Matching Engine with Cypher

引用

28th ACM International conference on Information and Knowledge Management (CIKM)

作者： Hao, Kongzhang Yang, Zhengyi Lai, Longbin Lai, Zhengmin Jin, Xin Lin, Xuemin UNSW Sydney NSW Australia ECNU Shanghai Peoples R China

ISBN: (纸本)9781450369763

Graph pattern matching is one of the most fundamental problems in graph database and is associated with a wide spectrum of applications. Due to its computational intensiveness, researchers have primarily devoted their efforts to improving the performance of the algorithm while constraining the graphs to have singular labels on vertices (edges) or no label. Whereas in practice graphs are typically associated with rich properties, thus the main focus in the industry is instead on powerful query languages that can express a sufficient number of pattern matching scenarios. We demo PatMat in this work to glue together the academic efforts on performance and the industrial efforts on expressiveness. To do so, we leverage the state-of-the-art join-based algorithms in the distributed contexts and Cypher query language - the most widely-adopted declarative language for graph pattern matching. the experiments demonstrate how we are capable of turning complex Cypher semantics into a distributed solution with high performance.

关键词： Graph pattern matching Cypher distributed processing join optimization graph database

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ECOOP 2014 - Object-Oriented Programming: 28th European conference, proceedings

ECOOP 2014 - Object-Oriented Programming: 28th European Conf...

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28th European conference on Object-Oriented Programming, ECOOP 2014

ISBN: (纸本)9783662442012

the proceedings contain 27 papers. the topics discussed include: state-sensitive points-to analysis for the dynamic behavior of JavaScript objects;self-inferencing reflection resolution for java;constructing call graphs of scala programs;finding reference-counting errors in python/C programs with affine analysis;safely composable type-specific languages;graceful dialects;structuring documentation to support state search: a laboratory experiment about protocol programming;reusable concurrent data types;infrastructure-free logging and replay of concurrent execution on multiple cores;sound and complete subtyping between co-inductive types for object-oriented languages;spores: a type-based foundation for closures in the age of concurrency and distribution;rely-guarantee protocols;and stream processing with a spreadsheet.

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ASPLOS 2023 - proceedings of the 28th ACM International conference on Architectural Support for Programming languages and Operating Systems

ASPLOS 2023 - Proceedings of the 28th ACM International Conf...

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28th ACM International conference on Architectural Support for Programming languages and Operating Systems, ASPLOS 2023

ISBN: (纸本)9798400703942

the proceedings contain 23 papers. the topics discussed include: manticore: hardware-accelerated RTL simulation with static bulk-synchronous parallelism;exploiting the regular structure of modern quantum architectures for compiling and optimizing programs with permutable operators;MiniMalloc: a lightweight memory allocator for hardware-accelerated machine learning;DREAM: a dynamic scheduler for dynamic real-time multi-model ml workloads;supporting descendants in SIMD-accelerated JSONPath;DataFlower: exploiting the data-flow paradigm for serverless workflow orchestration;predict;don’t react for enabling efficient fine-grain DVFS in GPUs;LightRidge: an end-to-end agile design framework for diffractive optical neural networks;and Sleuth: a trace-based root cause analysis system for large-scale microservices with graph neural networks.

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A Randomized Controlled Trial on the Effects of Embedded Computer Language Switching 2020

A Randomized Controlled Trial on the Effects of Embedded Com...

引用

28th ACM Joint Meeting on European Software Engineering conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)

作者： Uesbeck, P. Merlin Peterson, Cole S. Sharif, Bonita Stefik, Andreas Univ Nevada Las Vegas NV 89154 USA Univ Nebraska Lincoln NE USA

ISBN: (纸本)9781450370431

Polyglot programming, the use of multiple programming languages during the development process, is common practice in modern software development. this study investigates this practice through a randomized controlled trial conducted under the context of database programming. Participants in the study were given coding tasks written in Java and one of three SQL-like embedded languages. One was plain SQL in strings, one was in Java only, and the third was a hybrid embedded language that was closer to the host language. We recorded 109 valid data points. Results showed significant differences in how developers of different experience levels code using polyglot techniques. Notably, less experienced programmers wrote correct programs faster in the hybrid condition (frequent, but less severe, switches), while more experienced developers that already knew both languages performed better in traditional SQL (less frequent, but more complete, switches). the results indicate that the productivity impact of polyglot programming is complex and experience level dependent.

关键词： polyglot programming programming languages computer language switching productivity database programming experience randomized controlled trial

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