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Jie Ye

Jie Ye is a PhD Candidate in the Department of Computer Science at the Illinois Institute of Technology and a member of the Gnosis Research Center. Jie Ye works under the guidance of Dr. Xian-He Sun.

Jie Ye

Research Interests​

  • Distributed Storage
  • Parallel and Distributed Systems
  • Parallel I/O

Publications​

Authors
Title
Venue
Type
Date
Links
J. Ye,
J. Cernuda,
A. Maurya,
X.-H. Sun,
A. Kougkas,
B. Nicolae		Characterizing the Behavior and Impact of KV Caching on Transformer Inferences under ConcurrencyThe 39th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2025)ConferenceJune, 2025TBA
J. Ye,
B. Nicolae,
A. Kougkas,
X.-H. Sun		Uncover the Overhead and Resource Usage for Handling KV Cache Overflow in LLM InferenceThe International Conference for High Performance Computing, Networking, Storage, and Analysis (SC'24)PosterNovember, 2024
M. Tang,
J. Cernuda,
J. Ye,
L. Guo,
N. Tallent,
A. Kougkas,
X.-H. Sun		DaYu: Optimizing Distributed Scientific Workflows by Decoding Dataflow Semantics and Dynamics2024 IEEE International Conference on Cluster Computing (CLUSTER'24)ConferenceSeptember, 2024
J. Cernuda,
J. Ye,
A. Kougkas,
X.-H. Sun		HStream: A hierarchical data streaming engine for high-throughput scientific applicationsThe 53th International Conference on Parallel Processing (ICPP'24)ConferenceAugust, 2024
J. Ye,
J. Cernuda,
N. Rajesh,
K. Bateman,
O. Yildiz,
T. Peterka,
A. Nigmetov,
D. Morozov,
A. Kougkas,
X.-H. Sun,
B. Nicolae		Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network ModelsThe 53th International Conference on Parallel Processing (ICPP'24)ConferenceAugust, 2024
K. Bateman,
N. Rajesh,
J. Cernuda,
L. Logan,
J. Ye,
S. Herbein,
A. Kougkas,
X.-H. Sun		LuxIO: Intelligent Resource Provisioning and Auto-Configuration for Storage ServicesThe 29th edition of the IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC'22)ConferenceDecember, 2022
J. Ye,
A. Kougkas,
X.-H. Sun		HDF5 VOL Connector to Apache ArrowThe 2021 International Conference for High Performance Computing, Networking, Storage, and Analysis (SC'21), November 14–19, 2021PosterNovember, 2021
J. Cernuda,
H. Devarajan,
L. Logan,
K. Bateman,
N. Rajesh,
J. Ye,
A. Kougkas,
X.-H. Sun		HFlow: A Dynamic and Elastic Multi-Layered Data ForwarderThe 2021 IEEE International Conference on Cluster Computing (CLUSTER'21), September 7-10, 2021ConferenceSeptember, 2021
N. Rajesh,
H. Devarajan,
J. Cernuda,
K. Bateman,
L. Logan,
J. Ye,
A. Kougkas,
X.-H. Sun		Apollo: An ML-assisted Real-Time Storage Resource ObserverThe 30th ACM International Symposium on High-Performance Parallel and Distributed Computing (HPDC'21), June 21-25, 2021ConferenceJune, 2021