Skip to main content

Neeraj Rajesh

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

Neeraj Rajesh

Research Interests​

  • Parallel and Distributed Systems
  • HPC
  • ML-Assisted Systems

Publications​

Authors
Title
Venue
Type
Date
Links
K. Bateman,
N. Rajesh,
J. Cernuda,
L. Logan,
B. Nicolae,
F. Cappello,
X.-H. Sun,
A. Kougkas		DTIO: Data Stack for AI-driven WorkflowsThe 37th International Conference on Scalable Scientific Data Management (SSDBM 2025)ConferenceJune, 2025TBA
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
N. Rajesh,
K. Bateman,
S. Byna,
J. L. Bez,
A. Kougkas,
X.-H. Sun		TunIO: An AI-powered Framework for Optimizing HPC I/OThe 38th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2024)ConferenceMay, 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
N. Rajesh,
Q. Koziol,
S. Byna,
H. Tang,
J. L. Bez,
A. Kougkas,
X.-H. Sun		Feature Reduction of Darshan Counters Using Evolutionary AlgorithmsThe 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
N. Rajesh,
G. Heber,
A. Kougkas,
X.-H. Sun		Characterizing and Approximating I/O Behavior of HDF5 ApplicationsThe International Conference for High Performance Computing, Networking, Storage and Analysis (SC'20)PosterNovember, 2020
A. Kougkas,
H. Devarajan,
K. Bateman,
J. Cernuda,
N. Rajesh,
X.-H. Sun		ChronoLog: A Distributed Shared Tiered Log Store with Time-based Data OrderingThe 36th International Conference on Massive Storage Systems and Technology (MSST'20), Oct. 29-30, 2020ConferenceOctober, 2020