Jongseop Lee

dblp:330/8179 · DBLP profile ↗
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2ranked-venue papers
0as first author
2since 2021 · last 2026
—ORCID · none

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

Systems, architecture and hardware · 1 · 1 since 2021Databases, 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
2 papers
Distributed systems · 35% Hardware reliability and fault tolerance · 35% Cloud and datacenter computing · 29%
Artificial intelligence
1 paper
Efficient and distributed learning · 100%

Topics — the 5 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Efficient and distributed learning › inference serving
large language model serving
1.012026
ORBITFLOW: SLO-Aware Long-Context LLM Serving with Fine-Grained KV Cache Reconfiguration · Proc. VLDB Endow. 2026
Distributed systems
fault tolerance
0.612022
Sibylla: To Retry or Not To Retry on Deep Learning Job Failure · USENIX ATC 2022
Hardware reliability and fault tolerance › error recovery
retry policies
0.612022
Sibylla: To Retry or Not To Retry on Deep Learning Job Failure · USENIX ATC 2022
Cloud and datacenter computing › inference serving
SLO-aware serving
0.312026
ORBITFLOW: SLO-Aware Long-Context LLM Serving with Fine-Grained KV Cache Reconfiguration · Proc. VLDB Endow. 2026
Cloud and datacenter computing › cluster resource management and scheduling › cluster scheduling
deep learning cluster scheduling
0.212022
Sibylla: To Retry or Not To Retry on Deep Learning Job Failure · USENIX ATC 2022

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

KV cache management · 2.0retry decision · 0.6failure prediction · 0.6
YearPublicationVenuePosition
2026 ORBITFLOW: SLO-Aware Long-Context LLM Serving with Fine-Grained KV Cache Reconfiguration
Heelim Hong, Taegeon Um, Jongseop Lee, Seoyeong Choy, Woo-Yeon Lee, Myeongjae Jeon
Proc. VLDB Endow.4
2022 Sibylla: To Retry or Not To Retry on Deep Learning Job Failure
Suyeon Jeong, Jongseop Lee, Soobee Lee, Myeongjae Jeon
USENIX ATC3