{"title":"避免Multi-ML运行时错误的类型系统","authors":"F. Gava, V. Allombert, J. Tesson","doi":"10.1109/ISPDC55340.2022.00015","DOIUrl":null,"url":null,"abstract":"Programming parallel architectures using a hierarchical point of view is becoming today’s standard as machines are structured by multiple layers of memories. To handle such architectures, we focus on the MULTI-BSP bridging model. This model extends BSP and proposes a structured way of programming multi-level architectures. In the context of parallel programming we, now need to manage new concerns such as memory coherency, deadlocks and safe data communications. To do so, we propose a typing system for MULTI-ML, a ML-like programming language based on the MULTI-BSP model. This type system introduces data locality using type annotations and effects to be able to detected wrong uses of multi-level architectures. We thus ensure that \"Well-typed programs cannot go wrong\" on hierarchical architectures.","PeriodicalId":389334,"journal":{"name":"2022 21st International Symposium on Parallel and Distributed Computing (ISPDC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A type system to avoid runtime errors for Multi-ML\",\"authors\":\"F. Gava, V. Allombert, J. Tesson\",\"doi\":\"10.1109/ISPDC55340.2022.00015\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Programming parallel architectures using a hierarchical point of view is becoming today’s standard as machines are structured by multiple layers of memories. To handle such architectures, we focus on the MULTI-BSP bridging model. This model extends BSP and proposes a structured way of programming multi-level architectures. In the context of parallel programming we, now need to manage new concerns such as memory coherency, deadlocks and safe data communications. To do so, we propose a typing system for MULTI-ML, a ML-like programming language based on the MULTI-BSP model. This type system introduces data locality using type annotations and effects to be able to detected wrong uses of multi-level architectures. We thus ensure that \\\"Well-typed programs cannot go wrong\\\" on hierarchical architectures.\",\"PeriodicalId\":389334,\"journal\":{\"name\":\"2022 21st International Symposium on Parallel and Distributed Computing (ISPDC)\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 21st International Symposium on Parallel and Distributed Computing (ISPDC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISPDC55340.2022.00015\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 21st International Symposium on Parallel and Distributed Computing (ISPDC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPDC55340.2022.00015","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A type system to avoid runtime errors for Multi-ML
Programming parallel architectures using a hierarchical point of view is becoming today’s standard as machines are structured by multiple layers of memories. To handle such architectures, we focus on the MULTI-BSP bridging model. This model extends BSP and proposes a structured way of programming multi-level architectures. In the context of parallel programming we, now need to manage new concerns such as memory coherency, deadlocks and safe data communications. To do so, we propose a typing system for MULTI-ML, a ML-like programming language based on the MULTI-BSP model. This type system introduces data locality using type annotations and effects to be able to detected wrong uses of multi-level architectures. We thus ensure that "Well-typed programs cannot go wrong" on hierarchical architectures.