Guihui Ling

dblp:433/3779 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2025
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Databases, data management, data science and information retrieval · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
1 paper
Cloud and datacenter computing · 54% Hardware accelerators and domain-specific architectures · 18% Parallel and multicore computing · 18%

Topics — the 7 heaviest of 7, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Cloud and datacenter computing
autoscaling
0.912025
Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters · Proc. VLDB Endow. 2025
Cloud and datacenter computing
cluster resource management and scheduling
0.912025
Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters · Proc. VLDB Endow. 2025
Parallel and multicore computing
distributed deep learning training
0.912025
Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters · Proc. VLDB Endow. 2025
Cloud and datacenter computing › cluster resource management and scheduling › cluster scheduling
GPU cluster scheduling
0.912025
Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters · Proc. VLDB Endow. 2025
Hardware accelerators and domain-specific architectures
machine learning accelerator
0.912025
Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters · Proc. VLDB Endow. 2025
Distributed systems
fault tolerance
0.312025
Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters · Proc. VLDB Endow. 2025
Distributed systems › fault tolerance
resilience
0.312025
Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters · Proc. VLDB Endow. 2025

Methods — techniques the papers use, named apart from their topics

reinforcement learning · 0.9
YearPublicationVenuePosition
2025 Resilience-Aware Elastic Scaling for Cloud-Native Online DL Training on Multi-Tenant GPU Clusters
Qianhao Wu, Jiazhi Jiang, Guihui Ling
Proc. VLDB Endow.3