2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)最新文献

JSSPP Keynote

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/ipdpsw59300.2023.00110

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Message from the IPDPS 2023 Workshops Chair and Vice-chair IPDPS 2023研讨会主席和副主席的致辞

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/ipdpsw59300.2023.00007

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JSSPP Preface and Committees JSSPP序言和委员会

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/ipdpsw59300.2023.00109

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Utilizing batched solver ideas for efficient solution of non-batched linear systems 利用批处理求解器思想求解非批处理线性系统

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/IPDPSW59300.2023.00113

Pratik Nayak, H. Anzt

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Echo Chambers as Gravity Wells 回声室作为重力井

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/ipdpsw59300.2023.00141

Jeremy E. Thompson, Eugene Santos

{"title":"Echo Chambers as Gravity Wells","authors":"Jeremy E. Thompson, Eugene Santos","doi":"10.1109/ipdpsw59300.2023.00141","DOIUrl":"https://doi.org/10.1109/ipdpsw59300.2023.00141","url":null,"abstract":"Fake news has become a bane to modern society on numerous fronts, from politics to medicine. To improve the automatic detection of fake news, we propose a generic model for echo chambers which will allow the simulation of social media groups across a variety of platforms. We emphasize employing data readily available from social media platforms to ensure the model’s applicability across a wide spectrum of social media. This model focuses on three foundational characteristics which we posit can bolster the formation of online echo chambers. Furthermore, the model makes use of a gravity well simulation to represent the effect of some social media groups’ ability to capture an audience’s attention and allegiance, often to the detriment of users, as well as to society as a whole. By applying the hypothesized model to nineteen subreddits from the Reddit social media platform and exploring more fully the twelve subreddits which reveal themselves as equivalent in “gravity potential”, we explore the model’s efficacy and future utility. Contributions include the proposed generic model for echo chambers including three pillars central to echo chamber formation, as well as the gravity well simulation for social media groups.","PeriodicalId":164288,"journal":{"name":"2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129161160","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}

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Understanding SYCL Portability for Pseudorandom Number Generation: a Case Study with Gene-Expression Connectivity Mapping 理解伪随机数生成的SYCL可移植性:一个基因表达连接映射的案例研究

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/IPDPSW59300.2023.00057

Zheming Jin, J. Vetter

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Introducing Parallel and Distributed Computing concepts through the use of Flashcards and a Card Game 通过使用抽认卡和纸牌游戏介绍并行和分布式计算的概念

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/IPDPSW59300.2023.00053

Mary Smith, Srishti Srivastava

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Persistent Memory-Aware Scheduling for Serverless Workloads 无服务器工作负载的持久内存感知调度

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/IPDPSW59300.2023.00105

Amit Samanta, Faraz Ahmed, Lianjie Cao, Ryan Stutsman, P. Sharma

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Designing Secure Performance Metrics for Last Level Cache 为最后一级缓存设计安全性能指标

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/IPDPSW59300.2023.00069

Probir Roy, Birhanu Eshete, Pengfei Su

{"title":"Designing Secure Performance Metrics for Last Level Cache","authors":"Probir Roy, Birhanu Eshete, Pengfei Su","doi":"10.1109/IPDPSW59300.2023.00069","DOIUrl":"https://doi.org/10.1109/IPDPSW59300.2023.00069","url":null,"abstract":"In modern CPU architectures, last level caches (LLC) are typically shared among multiple CPU cores. LLCs enable data sharing across application threads and promote data re-usability. However, due to limited resources, an efficient utilization of LLCs is vital for application performance. One effective way to understand the LLC usage is using hardware performance counters to measure the LLC performance metrics such as hit and miss ratios.Given the benefits of hardware counter based performance metrics, enabling these metrics in a multi-tenant environment is challenging due to security implications. An adversary can exploit these metrics for various side-channel attacks. Current mitigation policies simply restrict the access of performance metrics which limits the legitimate use of these metrics for performance monitoring and optimization. This paper addresses the vulnerability of LLC metrics as an accessory to side-channel attacks.This paper proposes novel secure performance metrics, CER-BERUS, aimed at limiting LLC performance counter-based side-channel vulnerability while providing usable performance insights. The key insight in CERBERUS is that it leverages a differentially private mechanism to make the side-channels undetectable to adversaries. Through a systematic evaluation of benchmark performance monitoring scenarios, we show that CERBERUS’s performance metrics are usable for LLC-aware profile-guided compiler optimization.","PeriodicalId":164288,"journal":{"name":"2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126223321","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}

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Remote Execution of OpenCL and SYCL Applications via rOpenCL 通过rOpenCL远程执行OpenCL和SYCL应用程序

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) Pub Date : 2023-05-01 DOI: 10.1109/IPDPSW59300.2023.00020

Rui Alves, J. Rufino

{"title":"Remote Execution of OpenCL and SYCL Applications via rOpenCL","authors":"Rui Alves, J. Rufino","doi":"10.1109/IPDPSW59300.2023.00020","DOIUrl":"https://doi.org/10.1109/IPDPSW59300.2023.00020","url":null,"abstract":"With the increasing computational demands of modern applications, heterogeneous systems continue to have an important role in accelerating computationally intensive tasks, a trend confirmed by the most recent HPC architectures. Efficiently exploiting these systems implies the use of specific programming paradigms, such as the classic OpenCL model, or modern single-source alternatives, like SYCL. However, the original execution model of these approaches does not provision for the use of coprocessors other than those directly attached to the host system where the heterogeneous application starts. Over time, several solutions emerged to cope with this limitation, both at the hardware and software level, allowing to exploit remote/distributed co-processors. In this paper, a representative set of seminal OpenCL API Forwarders is revisited and their performance compared with rOpenCL (a recently introduced platform of the same kind), using the classical matrix multiplication case study. In addition, given the importance of SYCL, which has been steadily gaining traction, this paper also exploits the potential of rOpenCL in supporting SYCL applications that use remote accelerators. To that end, another set of benchmarks is used, with both OpenCL and SYCL implementations, allowing not only to gather insight into the performance trade-offs of local versus remote (via rOpenCL) execution, but also about the current performance differential between the two programming models.","PeriodicalId":164288,"journal":{"name":"2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131734600","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: 0