Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation最新文献_第4页

Developer and user-transparent compiler optimization for interactive applications 交互式应用程序的开发人员和用户透明编译器优化

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454043

Paschalis Mpeis, Pavlos Petoumenos, K. Hazelwood, Hugh Leather

{"title":"Developer and user-transparent compiler optimization for interactive applications","authors":"Paschalis Mpeis, Pavlos Petoumenos, K. Hazelwood, Hugh Leather","doi":"10.1145/3453483.3454043","DOIUrl":"https://doi.org/10.1145/3453483.3454043","url":null,"abstract":"Traditional offline optimization frameworks rely on representative hardware, software, and inputs to compare different optimization decisions on. With application-specific optimization for mobile systems though, the idea of a representative test bench is unrealistic while creating offline inputs is non-trivial. Online approaches partially overcome these problems but they might expose users to suboptimal or even erroneously optimized code. As a result, our mobile code is poorly optimized and this results in wasted performance, wasted energy, and user frustration. In this paper, we introduce a novel compiler optimization approach designed for mobile applications. It requires no developer effort, it tunes applications for the user’s device and usage patterns, and has no negative impact on the user experience. It is based on a lightweight capture and replay mechanism. In its online stage, it captures the state accessed by any targeted code region. By re-purposing existing OS capabilities, it keeps the overhead low. In its offline stage, it replays the code region but under different optimization decisions to enable sound comparisons of different optimizations under realistic conditions. Coupled with a search heuristic for the compiler optimization space, it allows us to discover optimization decisions that improve performance without testing these decisions directly on the user. We implemented a prototype system in Android based on LLVM combined with a genetic search engine. We evaluated it on both benchmarks and real Android applications. Online captures are infrequent and each one introduces an overhead of less than 15ms on average. For this negligible effect on user experience, we achieve speedups of 44% on average over the Android compiler and 35% over LLVM -O3.","PeriodicalId":20557,"journal":{"name":"Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation","volume":"35 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75675741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

DeepCuts: a deep learning optimization framework for versatile GPU workloads DeepCuts:一个用于多种GPU工作负载的深度学习优化框架

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454038

Wookeun Jung, Thanh Tuan Dao, Jaejin Lee

引用次数: 11

Zooid: a DSL for certified multiparty computation: from mechanised metatheory to certified multiparty processes Zooid:用于认证多方计算的DSL:从机械化元理论到认证多方过程

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454041

David Castro-Perez, Francisco Ferreira, Lorenzo Gheri, N. Yoshida

引用次数: 14

Abstraction for conflict-free replicated data types 无冲突复制数据类型的抽象

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454067

Hongjin Liang, Xinyu Feng

{"title":"Abstraction for conflict-free replicated data types","authors":"Hongjin Liang, Xinyu Feng","doi":"10.1145/3453483.3454067","DOIUrl":"https://doi.org/10.1145/3453483.3454067","url":null,"abstract":"Strong eventual consistency (SEC) has been used as a classic notion of correctness for Conflict-Free Replicated Data Types (CRDTs). However, it does not give proper abstractions of functionality, thus is not helpful for modular verification of client programs using CRDTs. We propose a new correctness formulation for CRDTs, called Abstract Converging Consistency (ACC), to specify both data consistency and functional correctness. ACC gives abstract atomic specifications (as an abstraction) to CRDT operations, and establishes consistency between the concrete execution traces and the execution using the abstract atomic operations. The abstraction allows us to verify the CRDT implementation and its client programs separately, resulting in more modular and elegant proofs than monolithic approaches for whole program verification. We give a generic proof method to verify ACC of CRDT implementations, and a rely-guarantee style program logic to verify client programs. Our Abstraction theorem shows that ACC is equivalent to contextual refinement, linking the verification of CRDT implementations and clients together to derive functional correctness of whole programs.","PeriodicalId":20557,"journal":{"name":"Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation","volume":"66 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82368228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 7

RefinedC: automating the foundational verification of C code with refined ownership types RefinedC:使用精炼的所有权类型自动化C代码的基本验证

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454036

Michael Sammler, Rodolphe Lepigre, R. Krebbers, Kayvan Memarian, Derek Dreyer, D. Garg

{"title":"RefinedC: automating the foundational verification of C code with refined ownership types","authors":"Michael Sammler, Rodolphe Lepigre, R. Krebbers, Kayvan Memarian, Derek Dreyer, D. Garg","doi":"10.1145/3453483.3454036","DOIUrl":"https://doi.org/10.1145/3453483.3454036","url":null,"abstract":"Given the central role that C continues to play in systems software, and the difficulty of writing safe and correct C code, it remains a grand challenge to develop effective formal methods for verifying C programs. In this paper, we propose a new approach to this problem: a type system we call RefinedC, which combines ownership types (for modular reasoning about shared state and concurrency) with refinement types (for encoding precise invariants on C data types and Hoare-style specifications for C functions). RefinedC is both automated (requiring minimal user intervention) and foundational (producing a proof of program correctness in Coq), while at the same time handling a range of low-level programming idioms such as pointer arithmetic. In particular, following the approach of RustBelt, the soundness of the RefinedC type system is justified semantically by interpretation into the Coq-based Iris framework for higher-order concurrent separation logic. However, the typing rules of RefinedC are also designed to be encodable in a new “separation logic programming” language we call Lithium. By restricting to a carefully chosen (yet expressive) fragment of separation logic, Lithium supports predictable, automatic, goal-directed proof search without backtracking. We demonstrate the effectiveness of RefinedC on a range of representative examples of C code.","PeriodicalId":20557,"journal":{"name":"Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82336134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 43

Viaduct: an extensible, optimizing compiler for secure distributed programs 高架桥:一个可扩展的、优化的编译器，用于安全的分布式程序

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454074

Cosku Acay, Rolph Recto, Joshua Gancher, A. Myers, E. Shi

{"title":"Viaduct: an extensible, optimizing compiler for secure distributed programs","authors":"Cosku Acay, Rolph Recto, Joshua Gancher, A. Myers, E. Shi","doi":"10.1145/3453483.3454074","DOIUrl":"https://doi.org/10.1145/3453483.3454074","url":null,"abstract":"Modern distributed systems involve interactions between principals with limited trust, so cryptographic mechanisms are needed to protect confidentiality and integrity. At the same time, most developers lack the training to securely employ cryptography. We present Viaduct, a compiler that transforms high-level programs into secure, efficient distributed realizations. Viaduct's source language allows developers to declaratively specify security policies by annotating their programs with information flow labels. The compiler uses these labels to synthesize distributed programs that use cryptography efficiently while still defending the source-level security policy. The Viaduct approach is general, and can be easily extended with new security mechanisms. Our implementation of the Viaduct compiler comes with an extensible runtime system that includes plug-in support for multiparty computation, commitments, and zero-knowledge proofs. We have evaluated the system on a set of benchmarks, and the results indicate that our approach is feasible and can use cryptography in efficient, nontrivial ways.","PeriodicalId":20557,"journal":{"name":"Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation","volume":"18 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88891503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 17

DreamCoder: bootstrapping inductive program synthesis with wake-sleep library learning DreamCoder:引导归纳程序合成与唤醒-睡眠库学习

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454080

Kevin Ellis, Catherine Wong, Maxwell Nye, Mathias Sablé-Meyer, Lucas Morales, Luke B. Hewitt, Luc Cary, Armando Solar-Lezama, J. Tenenbaum

引用次数: 106

CompCertO: compiling certified open C components CompCertO:编译经过认证的开放C组件

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454097

Jérémie Koenig, Zhong Shao

引用次数: 9

Compiler-assisted object inlining with value fields 带有值字段的编译器辅助对象内联

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454034

R. Bruno, V. Jovanovic, Christian Wimmer, G. Alonso

引用次数: 4

Scooter & Sidecar: a domain-specific approach to writing secure database migrations Scooter & Sidecar:编写安全数据库迁移的特定领域方法

Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation Pub Date : 2021-06-18 DOI: 10.1145/3453483.3454072

John Renner, Alex Sanchez-Stern, Fraser Brown, Sorin Lerner, D. Stefan

引用次数: 1