Demo Data from EDBT 2026 / reviewers in the wild / expert
Ziyi Tian
dblp:323/4632
· DBLP profile ↗
3ranked-venue papers
1as first author
3since 2021 · last 2026
—ORCID · conflict
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021Systems, architecture and hardware · 1 · 1 since 2021Computer networks · 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 |
Storage systems · 92% Distributed systems · 8% | |
| Computer networks
1 paper |
Software-defined and programmable networks · 100% | |
| Artificial intelligence
1 paper |
Efficient and distributed learning · 100% |
Topics — the 7 heaviest of 7, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Storage systems › file systems
distributed file system |
2.0 | 2 | 2026 | FalconFS: Distributed File System for Large-Scale Deep Learning Pipeline · NSDI 2026 SwitchFS: Asynchronous Metadata Updates for Distributed Filesystems with In-Network Coordination · EuroSys 2026 |
Software-defined and programmable networks › programmable data plane
in-network coordination |
1.0 | 1 | 2026 | SwitchFS: Asynchronous Metadata Updates for Distributed Filesystems with In-Network Coordination · EuroSys 2026 |
Software-defined and programmable networks
programmable data plane |
1.0 | 1 | 2026 | SwitchFS: Asynchronous Metadata Updates for Distributed Filesystems with In-Network Coordination · EuroSys 2026 |
Storage systems
metadata management |
1.0 | 1 | 2026 | SwitchFS: Asynchronous Metadata Updates for Distributed Filesystems with In-Network Coordination · EuroSys 2026 |
Machine learning › Efficient and distributed learning
distributed training |
0.3 | 1 | 2026 | FalconFS: Distributed File System for Large-Scale Deep Learning Pipeline · NSDI 2026 |
Distributed systems
distributed coordination |
0.3 | 1 | 2026 | SwitchFS: Asynchronous Metadata Updates for Distributed Filesystems with In-Network Coordination · EuroSys 2026 |
Storage systems › file systems
POSIX semantics |
0.3 | 1 | 2026 | SwitchFS: Asynchronous Metadata Updates for Distributed Filesystems with In-Network Coordination · EuroSys 2026 |
Methods — techniques the papers use, named apart from their topics
programmable switch co-design · 2.0batching and consolidation · 2.0
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | SwitchFS: Asynchronous Metadata Updates for Distributed Filesystems with In-Network CoordinationabstractDistributed filesystem metadata updates are typically synchronous. This creates inherent challenges for access efficiency, load balancing, and directory contention, especially under dynamic and skewed workloads. This paper argues that synchronous updates are overly conservative. We propose SwitchFS with asynchronous metadata updates that allow operations to return early and defer directory updates until reads, both hiding latency and amortizing overhead. The key challenge lies in efficiently maintaining the synchronous POSIX semantics of metadata updates. To address this, SwitchFS is co-designed with a programmable switch, leveraging the limited on-switch resources to track directory states with negligible overhead. This allows SwitchFS to aggregate and apply delayed updates efficiently, using batching and consolidation before directory reads. Evaluation shows that SwitchFS achieves up to 13.34× and 3.85× higher throughput, and 61.6% and 57.3% lower latency than two state-of-the-art distributed filesystems, Emulated-InfiniFS and Emulated-CFS, respectively, under skewed workloads. For real-world workloads, SwitchFS improves end-to-end throughput by 21.1×, 1.1×, and 0.3× over CephFS, Emulated-InfiniFS, and Emulated-CFS, respectively. Mingkai Dong 0002, Qiulin Tian, Ziyi Tian, Tong Xin 0005, Haibo Chen 0001 |
EuroSys | 4 |
| 2026 | FalconFS: Distributed File System for Large-Scale Deep Learning Pipeline
Junbin Kang, Mingkai Dong 0002, Shaohong Guo, Ziyan Qiu, Mingzhen You, Ziyi Tian, Anqi Yu, Tianhong Ding, Xinwei Hu, Haibo Chen 0001 |
NSDI | 9 |
| 2026 | Directly utilizing video compression information for cross-attention-based optical flow estimation and occlusion feature prediction
Ziyi Tian, Xiangqun Li |
Eng. Appl. Artif. Intell. | 1 |