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ORCIDJanki Bhimani
- > Home > Persons > Janki Bhimani
Publications
- 2024
[j10]Danlin Jia
, Li Wang, Natalia Valencia, Janki Bhimani, Bo Sheng, Ningfang Mi:
Learning-Based Dynamic Memory Allocation Schemes for Apache Spark Data Processing. IEEE Trans. Cloud Comput. 12(1): 13-25 (2024)- 2023
- [c31]Manoj Pravakar Saha, Danlin Jia, Janki Bhimani, Ningfang Mi:
MoKE: Modular Key-value Emulator for Realistic Studies on Emerging Storage Devices. CLOUD 2023: 567-569 - 2022
- [j9]Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Janki Bhimani, Ningfang Mi:
I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership. IEEE Trans. Big Data 8(2): 332-345 (2022) - [j8]Janki Bhimani, Adnan Maruf, Ningfang Mi, Rajinikanth Pandurangan, Vijay Balakrishnan:
Auto-Tuning Parameters for Emerging Multi-Stream Flash-Based Storage Drives Through New I/O Pattern Generations. IEEE Trans. Computers 71(2): 309-322 (2022) - [j7]Janki Bhimani, Zhengyu Yang, Jingpei Yang, Adnan Maruf, Ningfang Mi, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan:
Automatic Stream Identification to Improve Flash Endurance in Data Centers. ACM Trans. Storage 18(2): 17:1-17:29 (2022) - 2021
- [c22]Janki Bhimani, Jingpei Yang, Ningfang Mi, Changho Choi, Manoj Pravakar Saha, Adnan Maruf:
Fine-grained control of concurrency within KV-SSDs. SYSTOR 2021: 4:1-4:12 - 2020
- [c21]Danlin Jia, Manoj Pravakar Saha, Janki Bhimani, Ningfang Mi:
Performance and Consistency Analysis for Distributed Deep Learning Applications. IPCCC 2020: 1-8 - 2019
- [j5]Janki Bhimani, Ningfang Mi, Miriam Leeser, Zhengyu Yang:
New Performance Modeling Methods for Parallel Data Processing Applications. ACM Trans. Model. Comput. Simul. 29(3): 15:1-15:24 (2019) - [c20]Mahsa Bayati, Janki Bhimani, Ronald Lee, Ningfang Mi:
Exploring Benefits of NVMe SSDs for BigData Processing in Enterprise Data Centers. BigCom 2019: 98-106 - [c19]Janki Bhimani, Tirthak Patel, Ningfang Mi, Devesh Tiwari:
What does Vibration do to Your SSD? DAC 2019: 15 - [c18]Janki Bhimani, Rajinikanth Pandurangan, Ningfang Mi, Vijay Balakrishnan:
Emulate Processing of Assorted Database Server Applications on Flash-Based Storage in Datacenter Infrastructures. IPCCC 2019: 1-8 - [c17]Danlin Jia, Janki Bhimani, Son Nam Nguyen, Bo Sheng, Ningfang Mi:
ATuMm: Auto-tuning Memory Manager in Apache Spark. IPCCC 2019: 1-8 - 2018
- [j4]Zhengyu Yang, Yufeng Wang, Janki Bhimani, Chiu C. Tan, Ningfang Mi:
EAD: elasticity aware deduplication manager for datacenters with multi-tier storage systems. Clust. Comput. 21(3): 1561-1579 (2018) - [j3]Zhengyu Yang, Janki Bhimani, Yi Yao, Cho-Hsien Lin, Jiayin Wang, Ningfang Mi, Bo Sheng:
AutoAdmin: Automatic and Dynamic Resource Reservation Admission Control in Hadoop YARN Clusters. Scalable Comput. Pract. Exp. 19(1): 53-68 (2018) - [j2]Janki Bhimani, Zhengyu Yang, Ningfang Mi, Jingpei Yang, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, Vijay Balakrishnan:
Docker Container Scheduler for I/O Intensive Applications Running on NVMe SSDs. IEEE Trans. Multi Scale Comput. Syst. 4(3): 313-326 (2018) - [c16]Janki Bhimani, Ningfang Mi, Zhengyu Yang, Jingpei Yang, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan:
FIOS: Feature Based I/O Stream Identification for Improving Endurance of Multi-Stream SSDs. IEEE CLOUD 2018: 17-24 - [c15]Janki Bhimani, Ningfang Mi, Bo Sheng:
BloomStream: Data Temperature Identification for Flash Based Memory Storage Using Bloom Filters. IEEE CLOUD 2018: 237-244 - [i2]Zhengyu Yang, Morteza Hoseinzadeh, Allen Andrews, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson:
AutoTiering: Automatic Data Placement Manager in Multi-Tier All-Flash Datacenter. CoRR abs/1805.01988 (2018) - [i1]Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Janki Bhimani, Ningfang Mi:
I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership. CoRR abs/1809.05928 (2018) - 2017
- [j1]Zhengyu Yang, Janki Bhimani, Jiayin Wang, David Thomas Evans, Ningfang Mi:
Automatic and Scalable Data Replication Manager in Distributed Computation and Storage Infrastructure of Cyber-Physical Systems. Scalable Comput. Pract. Exp. 18(4): 291-312 (2017) - [c14]Janki Bhimani, Ningfang Mi, Miriam Leeser, Zhengyu Yang:
FIM: Performance Prediction for Parallel Computation in Iterative Data Processing Applications. CLOUD 2017: 359-366 - [c12]Janki Bhimani, Zhengyu Yang, Miriam Leeser, Ningfang Mi:
Accelerating big data applications using lightweight virtualization framework on enterprise cloud. HPEC 2017: 1-7 - [c11]Han Gao, Zhengyu Yang, Janki Bhimani, Teng Wang, Jiayin Wang, Bo Sheng, Ningfang Mi:
AutoPath: Harnessing Parallel Execution Paths for Efficient Resource Allocation in Multi-Stage Big Data Frameworks. ICCCN 2017: 1-9 - [c10]Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, N. H. V. Krishna Giri, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan:
Enhancing SSDs with multi-stream: What? why? how? IPCCC 2017: 1-2 - [c9]Baiyu Chen, Zhengyu Yang, Siyu Huang, Xianzhi Du, Zhiwei Cui, Janki Bhimani, Xin Xie, Ningfang Mi:
Cyber-physical system enabled nearby traffic flow modelling for autonomous vehicles. IPCCC 2017: 1-6 - [c8]Zhengyu Yang, Morteza Hoseinzadeh, Allen Andrews, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson:
AutoTiering: Automatic data placement manager in multi-tier all-flash datacenter. IPCCC 2017: 1-8 - [c7]Zhengyu Yang, Morteza Hoseinzadeh, Ping Wong, John Artoux, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson:
H-NVMe: A hybrid framework of NVMe-based storage system in cloud computing environment. IPCCC 2017: 1-8 - 2016
- [c5]Janki Bhimani, Miriam Leeser, Ningfang Mi:
Design space exploration of GPU Accelerated cluster systems for optimal data transfer using PCIe bus. HPEC 2016: 1-7 - [c4]Janki Bhimani, Ningfang Mi, Miriam Leeser:
Performance prediction techniques for scalable large data processing in distributed MPI systems. IPCCC 2016: 1-2 - [c3]Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, Vijay Balakrishnan:
Understanding performance of I/O intensive containerized applications for NVMe SSDs. IPCCC 2016: 1-8 - [c2]Zhengyu Yang, Jianzhe Tai, Janki Bhimani, Jiayin Wang, Ningfang Mi, Bo Sheng:
GReM: Dynamic SSD resource allocation in virtualized storage systems with heterogeneous IO workloads. IPCCC 2016: 1-8 - 2015
- [c1]Janki Bhimani, Miriam Leeser, Ningfang Mi:
Accelerating K-Means clustering with parallel implementations and GPU computing. HPEC 2015: 1-6
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