Shuyin Jiao

Works (3)

Updated: April 5th, 2024 15:51

2023 article

DJXPerf: Identifying Memory Inefficiencies via Object-Centric Profiling for Java

PROCEEDINGS OF THE 21ST ACM/IEEE INTERNATIONAL SYMPOSIUM ON CODE GENERATION AND OPTIMIZATION, CGO 2023, pp. 81–94.

By: B. Li n, P. Su *, M. Chabbi, S. Jiao n & X. Liu n

author keywords: Java; profiling; performance optimization; PMU
TL;DR: DJXPerf is presented, a lightweight, object-centric memory profiler for Java, which associates memory-hierarchy performance metrics (e.g., cache/TLB misses) with Java objects and presents Java object allocation contexts combined with their usage contexts and presents them ordered by the poor locality behaviors. (via Semantic Scholar)
Source: Web Of Science
Added: November 20, 2023

2023 article

DroidPerf: Profiling Memory Objects on Android Devices

PROCEEDINGS OF THE 29TH ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING, MOBICOM 2023, pp. 75–89.

By: B. Li n, Q. Zhao n, S. Jiao n & X. Liu n

author keywords: Profiling; memory inefficiencies; performance; Android
TL;DR: DroidPerf is developed, a lightweight, object-centric memory profiler for ART, which associates memory inefficiencies with objects created and used in Android apps and is able to guide locality optimization on memory layouts, access patterns, and allocation patterns. (via Semantic Scholar)
Source: Web Of Science
Added: September 18, 2023

2022 article

OJXPerf: Featherlight Object Replica Detection for Java Programs

2022 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING (ICSE 2022), pp. 1558–1570.

By: B. Li n, H. Xu *, Q. Zhao n, P. Su *, M. Chabbi *, S. Jiao n, X. Liu n

TL;DR: OJXPerf, a lightweight sampling-based profiler, which probabilistically identifies identical objects with code-level attribution can assist developers in refactoring code to eliminate object bloat, and favor reuse of existing object(s). (via Semantic Scholar)
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Source: Web Of Science
Added: August 29, 2022

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