Accelerating K-Means clustering with parallel implementations and GPU computing. - Janki Bhimani; Miriam Leeser; Ningfang Mi (HPEC, 2015)

Design space exploration of GPU Accelerated cluster systems for optimal data transfer using PCIe bus. - Janki Bhimani; Miriam Leeser; Ningfang Mi (HPEC, 2016)

Performance prediction techniques for scalable large data processing in distributed MPI systems. - Janki Bhimani; Ningfang Mi; Miriam Leeser (IPCCC, 2016)

Understanding performance of I/O intensive containerized applications for NVMe SSDs. - Janki Bhimani; Jingpei Yang; Zhengyu Yang 001; Ningfang Mi; Qiumin Xu; Manu Awasthi; Rajinikanth Pandurangan; Vijay Balakrishnan (IPCCC, 2016)

GReM: Dynamic SSD resource allocation in virtualized storage systems with heterogeneous IO workloads. - Zhengyu Yang 001; Jianzhe Tai; Janki Bhimani; Jiayin Wang; Ningfang Mi; Bo Sheng (IPCCC, 2016)

FIM: Performance Prediction for Parallel Computation in Iterative Data Processing Applications. - Janki Bhimani; Ningfang Mi; Miriam Leeser; Zhengyu Yang 001 (CLOUD, 2017)

Using High Level GPU Tasks to Explore Memory and Communications Options on Heterogeneous Platforms. - Chao Liu 061; Janki Bhimani; Miriam Leeser (SEM4HPC@HPDC, 2017)

Accelerating big data applications using lightweight virtualization framework on enterprise cloud. - Janki Bhimani; Zhengyu Yang 001; Miriam Leeser; Ningfang Mi (HPEC, 2017)

AutoPath: Harnessing Parallel Execution Paths for Efficient Resource Allocation in Multi-Stage Big Data Frameworks. - Han Gao 013; Zhengyu Yang 001; Janki Bhimani; Teng Wang; Jiayin Wang; Bo Sheng; Ningfang Mi (ICCCN, 2017)

Enhancing SSDs with multi-stream: What? why? how? - Janki Bhimani; Jingpei Yang; Zhengyu Yang 001; Ningfang Mi; N. H. V. Krishna Giri; Rajinikanth Pandurangan; Changho Choi; Vijay Balakrishnan (IPCCC, 2017)

Cyber-physical system enabled nearby traffic flow modelling for autonomous vehicles. - Baiyu Chen; Zhengyu Yang 001; Siyu Huang; Xianzhi Du; Zhiwei Cui; Janki Bhimani; Xin Xie; Ningfang Mi (IPCCC, 2017)

AutoTiering: Automatic data placement manager in multi-tier all-flash datacenter. - Zhengyu Yang 001; Morteza Hoseinzadeh; Allen Andrews; Clay Mayers; David Thomas Evans; Rory Thomas Bolt; Janki Bhimani; Ningfang Mi; Steven Swanson (IPCCC, 2017)

H-NVMe: A hybrid framework of NVMe-based storage system in cloud computing environment. - Zhengyu Yang 001; Morteza Hoseinzadeh; Ping Wong; John Artoux; Clay Mayers; David Thomas Evans; Rory Thomas Bolt; Janki Bhimani; Ningfang Mi; Steven Swanson (IPCCC, 2017)

Docker characterization on high performance SSDs. - Qiumin Xu; Manu Awasthi; Krishna T. Malladi; Janki Bhimani; Jingpei Yang; Murali Annavaram (ISPASS, 2017)

Automatic and Scalable Data Replication Manager in Distributed Computation and Storage Infrastructure of Cyber-Physical Systems. - Zhengyu Yang 001; Janki Bhimani; Jiayin Wang; David Thomas Evans; Ningfang Mi (Scalable Comput. Pract. Exp., 2017)

BloomStream: Data Temperature Identification for Flash Based Memory Storage Using Bloom Filters. - Janki Bhimani; Ningfang Mi; Bo Sheng (IEEE CLOUD, 2018)

FIOS: Feature Based I/O Stream Identification for Improving Endurance of Multi-Stream SSDs. - Janki Bhimani; Ningfang Mi; Zhengyu Yang 001; Jingpei Yang; Rajinikanth Pandurangan; Changho Choi; Vijay Balakrishnan (IEEE CLOUD, 2018)

EAD: elasticity aware deduplication manager for datacenters with multi-tier storage systems. - Zhengyu Yang 001; Yufeng Wang 007; Janki Bhimani; Chiu C. Tan 001; Ningfang Mi (Clust. Comput., 2018)

AutoAdmin: Automatic and Dynamic Resource Reservation Admission Control in Hadoop YARN Clusters. - Zhengyu Yang 001; Janki Bhimani; Yi Yao; Cho-Hsien Lin; Jiayin Wang; Ningfang Mi; Bo Sheng (Scalable Comput. Pract. Exp., 2018)

Docker Container Scheduler for I/O Intensive Applications Running on NVMe SSDs. - Janki Bhimani; Zhengyu Yang 001; Ningfang Mi; Jingpei Yang; Qiumin Xu; Manu Awasthi; Rajinikanth Pandurangan; Vijay Balakrishnan (IEEE Trans. Multi Scale Comput. Syst., 2018)

Exploring Benefits of NVMe SSDs for BigData Processing in Enterprise Data Centers. - Mahsa Bayati; Janki Bhimani; Ronald Lee; Ningfang Mi (BigCom, 2019)

What does Vibration do to Your SSD? - Janki Bhimani; Tirthak Patel; Ningfang Mi; Devesh Tiwari (DAC, 2019)

Emulate Processing of Assorted Database Server Applications on Flash-Based Storage in Datacenter Infrastructures. - Janki Bhimani; Rajinikanth Pandurangan; Ningfang Mi; Vijay Balakrishnan (IPCCC, 2019)

ATuMm: Auto-tuning Memory Manager in Apache Spark. - Danlin Jia; Janki Bhimani; Son Nam Nguyen; Bo Sheng; Ningfang Mi (IPCCC, 2019)

New Performance Modeling Methods for Parallel Data Processing Applications. - Janki Bhimani; Ningfang Mi; Miriam Leeser; Zhengyu Yang 001 (ACM Trans. Model. Comput. Simul., 2019)

Performance and Consistency Analysis for Distributed Deep Learning Applications. - Danlin Jia; Manoj Pravakar Saha; Janki Bhimani; Ningfang Mi (IPCCC, 2020)

Understanding Flash-Based Storage I/O Behavior of Games. - Adnan Maruf; Zhengyu Yang 001; Bridget Davis; Daniel Kim; Jeffrey Wong; Matthew Durand; Janki Bhimani (CLOUD, 2021)

KV-SSD: What Is It Good For? - Manoj Pravakar Saha; Adnan Maruf; Bryan S. Kim; Janki Bhimani (DAC, 2021)

Fine-grained control of concurrency within KV-SSDs. - Janki Bhimani; Jingpei Yang; Ningfang Mi; Changho Choi; Manoj Pravakar Saha; Adnan Maruf (SYSTOR, 2021)

Do Temperature and Humidity Exposures Hurt or Benefit Your SSDs? - Adnan Maruf; Sashri Brahmakshatriya; Baolin Li 001; Devesh Tiwari; Gang Quan; Janki Bhimani (DATE, 2022)

Wear leveling in SSDs considered harmful. - Ziyang Jiao; Janki Bhimani; Bryan S. Kim (HotStorage, 2022)

MULTI-CLOCK: Dynamic Tiering for Hybrid Memory Systems. - Adnan Maruf; Ashikee Ghosh; Janki Bhimani; Daniel Campello; Andy Rudoff; Raju Rangaswami (HPCA, 2022)

I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership. - Zhengyu Yang 001; Manu Awasthi; Mrinmoy Ghosh; Janki Bhimani; Ningfang Mi (IEEE Trans. Big Data, 2022)

Auto-Tuning Parameters for Emerging Multi-Stream Flash-Based Storage Drives Through New I/O Pattern Generations. - Janki Bhimani; Adnan Maruf; Ningfang Mi; Rajinikanth Pandurangan; Vijay Balakrishnan (IEEE Trans. Computers, 2022)

Automatic Stream Identification to Improve Flash Endurance in Data Centers. - Janki Bhimani; Zhengyu Yang 001; Jingpei Yang; Adnan Maruf; Ningfang Mi; Rajinikanth Pandurangan; Changho Choi; Vijay Balakrishnan (ACM Trans. Storage, 2022)

Thermal Aware System-Wide Reliability Optimization for Automotive Distributed Computing Applications. - Ajinkya S. Bankar; Shi Sha; Janki Bhimani; Vivek Chaturvedi; Gang Quan (IEEE Trans. Veh. Technol., 2022)

MoKE: Modular Key-value Emulator for Realistic Studies on Emerging Storage Devices. - Manoj Pravakar Saha; Danlin Jia; Janki Bhimani; Ningfang Mi (CLOUD, 2023)

Allocation Policies Matter for Hybrid Memory Systems. - Adnan Maruf; Daniel Carlson; Ashikee Ghosh; Manoj Pravakar Saha; Janki Bhimani; Raju Rangaswami (HPDC, 2023)

Leveraging Keys In Key-Value SSD for Production Workloads. - Manoj Pravakar Saha; Omkar Desai; Bryan S. Kim; Janki Bhimani (HPDC, 2023)

RHIK: Re-configurable Hash-based Indexing for KVSSD. - Manoj Pravakar Saha; Bryan S. Kim; Haryadi S. Gunawi; Janki Bhimani (HPDC, 2023)

Learning-Based Dynamic Memory Allocation Schemes for Apache Spark Data Processing. - Danlin Jia; Li Wang; Natalia Valencia; Janki Bhimani; Bo Sheng; Ningfang Mi (IEEE Trans. Cloud Comput., 2024)

Heimdall: Optimizing Storage I/O Admission with Extensive Machine Learning Pipeline. - Daniar Heri Kurniawan; Rani Ayu Putri; Peiran Qin; Kahfi S. Zulkifli; Ray A. O. Sinurat; Janki Bhimani; Sandeep Madireddy; Achmad Imam Kistijantoro; Haryadi S. Gunawi (EuroSys, 2025)

Can LLMs Model the Environmental Impact on SSD? - Mayur Akewar; Gang Quan; Sandeep Madireddy; Janki Bhimani (HotStorage, 2025)

Quantum Neural Networks Need Checkpointing. - Christopher Kverne; Mayur Akewar; Yuqian Huo; Tirthak Patel; Janki Bhimani (HotStorage, 2025)

LATTICE: Efficient In-Memory DNN Model Versioning. - Manoj Pravakar Saha; Ashikee Ghosh; Raju Rangaswami; Yanzhao Wu 001; Janki Bhimani (SYSTOR, 2025)

Storage Abstractions for SSDs: The Past, Present, and Future. - Xiangqun Zhang 002; Janki Bhimani; Shuyi Pei; Eunji Lee; Sungjin Lee 001; Yoon Jae Seong; Eui Jin Kim; Changho Choi; Eyee Hyun Nam; Jongmoo Choi; Bryan S. Kim (ACM Trans. Storage, 2025)

Revisiting Noise-adaptive Transpilation in Quantum Computing: How Much Impact Does it Have? - Yuqian Huo; Jinbiao Wei; Christopher Kverne; Mayur Akewar; Janki Bhimani; Tirthak Patel (CoRR, 2025)