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2020 – today
- 2022
[j2]Shaoqi Wang
, Aidi Pi, Xiaobo Zhou:
Elastic Parameter Server: Accelerating ML Training With Scalable Resource Scheduling. IEEE Trans. Parallel Distributed Syst. 33(5): 1128-1143 (2022)- [c15]Aidi Pi, Xiaobo Zhou, Chengzhong Xu:
Holmes: SMT Interference Diagnosis and CPU Scheduling for Job Co-location. HPDC 2022: 110-121 - [c14]Junxian Zhao, Aidi Pi, Xiaobo Zhou, Sang-Yoon Chang, Chengzhong Xu:
Improving Concurrent GC for Latency Critical Services in Multi-tenant Systems. Middleware 2022: 43-55 - 2021
- [j1]Shaoqi Wang, Aidi Pi, Xiaobo Zhou, Jun Wang, Cheng-Zhong Xu:
Overlapping Communication With Computation in Parameter Server for Scalable DL Training. IEEE Trans. Parallel Distributed Syst. 32(9): 2144-2159 (2021) - [c13]Junxian Zhao, Aidi Pi, Shaoqi Wang, Xiaobo Zhou:
FlashByte: Improving Memory Efficiency with Lightweight Native Storage. CCGRID 2021: 61-70 - [c12]Aidi Pi, Junxian Zhao, Shaoqi Wang, Xiaobo Zhou:
Memory at your service: fast memory allocation for latency-critical services. Middleware 2021: 185-197 - [i1]Aidi Pi, Junxian Zhao, Shaoqi Wang, Xiaobo Zhou:
Memory at Your Service: Fast Memory Allocation for Latency-critical Services. CoRR abs/2109.02922 (2021)
2010 – 2019
- 2019
- [c11]Shaoqi Wang, Aidi Pi, Xiaobo Zhou:
Scalable Distributed DL Training: Batching Communication and Computation. AAAI 2019: 5289-5296 - [c10]Wei Chen, Aidi Pi, Shaoqi Wang, Xiaobo Zhou:
Pufferfish: Container-driven Elastic Memory Management for Data-intensive Applications. SoCC 2019: 259-271 - [c9]Aidi Pi, Wei Chen, Shaoqi Wang, Xiaobo Zhou:
Semantic-aware Workflow Construction and Analysis for Distributed Data Analytics Systems. HPDC 2019: 255-266 - [c8]Aidi Pi, Wei Chen, Will Zeller, Xiaobo Zhou:
It Can Understand the Logs, Literally. IPDPS Workshops 2019: 446-451 - [c7]Aidi Pi:
Troubleshooting distributed data analytics systems. Middleware Doctoral Symposium 2019: 9-13 - [c6]Wei Chen, Aidi Pi, Shaoqi Wang, Xiaobo Zhou:
OS-Augmented Oversubscription of Opportunistic Memory with a User-Assisted OOM Killer. Middleware 2019: 28-40 - 2018
- [c5]Aidi Pi, Wei Chen, Xiaobo Zhou:
Profiling Distributed Systems in Lightweight Virtualized Environments with Logs and Resource Metrics. HPDC (Posters/Doctoral Consortium) 2018: 9-10 - [c4]Aidi Pi, Wei Chen, Xiaobo Zhou, Mike Ji:
Profiling distributed systems in lightweight virtualized environments with logs and resource metrics. HPDC 2018: 168-179 - [c3]Wei Chen, Aidi Pi, Shaoqi Wang, Xiaobo Zhou:
Characterizing Scheduling Delay for Low-Latency Data Analytics Workloads. IPDPS 2018: 630-639 - [c2]Shaoqi Wang, Wei Chen, Aidi Pi, Xiaobo Zhou:
Aggressive Synchronization with Partial Processing for Iterative ML Jobs on Clusters. Middleware 2018: 253-265 - 2017
- [c1]Wei Chen, Aidi Pi, Jia Rao, Xiaobo Zhou:
mBalloon: enabling elastic memory management for big data processing. SoCC 2017: 654
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