Xinning Hui
College of Engineering
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Works (3)
Updated: November 5th, 2024 05:01
2024 article
ESG: Pipeline-Conscious E.icient Scheduling of DNN Workflows on Serverless Platforms with Shareable GPUs
PROCEEDINGS OF THE 33RD INTERNATIONAL SYMPOSIUM ON HIGH-PERFORMANCE PARALLEL AND DISTRIBUTED COMPUTING, HPDC 2024.
author keywords: Cloud computing; Serverless Computing; Quality of Service; Function-as-a-Service; Resource Management; Resource Allocation; Resource E.ciency; Machine Learning for Systems; Deep Learning
open access via arxiv.org (repository)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: September 1, 2024
2022 article
A Deep Study of the Effects and Fixes of Server-Side Request Races in Web Applications
2022 MINING SOFTWARE REPOSITORIES CONFERENCE (MSR 2022), pp. 744–756.
author keywords: web-application request races; characteristic study; Object-Relational Mapping; external and internal effects; fix strategies
TL;DR:
This study reveals that request races from ORM-based web applications share the same characteristics as those from raw-SQL web applications, and request races violating application semantics without explicit crashes and error messages externally are common, and latent request races are also common.
(via Semantic Scholar)
Source: Web Of Science
Added: September 19, 2022
2022 article
Understanding and Reaching the Performance Limit of Schedule Tuning on Stable Synchronization Determinism
PROCEEDINGS OF THE 2022 31ST INTERNATIONAL CONFERENCE ON PARALLEL ARCHITECTURES AND COMPILATION TECHNIQUES, PACT 2022, pp. 223–238.
author keywords: stable synchronization determinism; performance limit; synchronization scheduling; scheduling-oblivious overheads; totally-ordered synchronization; workload-length imbalance
TL;DR:
It is concluded that minSMT successfully reaches the performance limit of stable synchronization determinism on 107 out of 108 benchmarks after excluding the impact of scheduling-oblivious overheads, and this also results in significant performance improvements compared with state-of-the-art stable synchronization-determinism systems on 9 benchmarks.
(via Semantic Scholar)
Source: Web Of Science
Added: October 23, 2023
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