Sotabase

Career

· Researcher/Author, OpenReview2025–
· Contributor/Developer, GitHub2023–
· PhD student in Control Science and Engineering, Zhejiang University2022–
· Undergrad student in Automation, Xiamen University2018–

Publications (19)

Scalable Distributed DL Training: Batching Communication and Computation
AAAI Conference on Artificial Intelligence · 2019
34
cited
An Efficient and Non-Intrusive GPU Scheduling Framework for Deep Learning Training Systems
International Conference for High Performance Computing, Networking, Storage and Analysis · 2020
25
cited
Overlapping Communication With Computation in Parameter Server for Scalable DL Training
IEEE Transactions on Parallel and Distributed Systems · 2021
24
cited
Elastic Parameter Server: Accelerating ML Training With Scalable Resource Scheduling
IEEE Transactions on Parallel and Distributed Systems · 2022
21
cited
Performance Isolation of Data-Intensive Scale-out Applications in a Multi-tenant Cloud
IEEE International Parallel and Distributed Processing Symposium · 2018
19
cited
Aggressive Synchronization with Partial Processing for Iterative ML Jobs on Clusters
International Middleware Conference · 2018
17
cited
Characterizing Scheduling Delay for Low-Latency Data Analytics Workloads
IEEE International Parallel and Distributed Processing Symposium · 2018
14
cited
Dependency-Aware Network Adaptive Scheduling of Data-Intensive Parallel Jobs
IEEE Transactions on Parallel and Distributed Systems · 2019
14
cited
Pufferfish: Container-driven Elastic Memory Management for Data-intensive Applications
ACM Symposium on Cloud Computing · 2019
12
cited
Semantic-aware Workflow Construction and Analysis for Distributed Data Analytics Systems
IEEE International Symposium on High-Performance Parallel Distributed Computing · 2019
12
cited
OS-Augmented Oversubscription of Opportunistic Memory with a User-Assisted OOM Killer
International Middleware Conference · 2019
9
cited
Addressing Skewness in Iterative ML Jobs with Parameter Partition
IEEE Conference on Computer Communications · 2019
7
cited
Improving Utilization and Parallelism of Hadoop Cluster by Elastic Containers
IEEE Conference on Computer Communications · 2018
7
cited
Memory at your service: fast memory allocation for latency-critical services
International Middleware Conference · 2021
6
cited
Multiblock dynamic enhanced canonical correlation analysis for industrial MSW combustion state monitoring
Control Engineering Practice · 2023
6
cited
Network-Adaptive Scheduling of Data-Intensive Parallel Jobs with Dependencies in Clusters
International Conference on Automation and Computing · 2017
5
cited
“You Have to Ignore the Dangers”: User Perceptions of the Security and Privacy Benefits of WhatsApp Mods
IEEE Symposium on Security and Privacy · 2025
4
cited
FlashByte: Improving Memory Efficiency with Lightweight Native Storage
IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing · 2021
3
cited
Temporal Index Scheme of Hyperledger Fabric System in IoT
Wireless Communications and Mobile Computing · 2021
3
cited
Sotabase