Janki Bhimani

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 42

Top Topics

Resource Allocation

Data Processing

Storage Systems

Top Venues

Publications

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) (2024)
Manoj Pravakar Saha, Bryan S. Kim, Haryadi S. Gunawi, Janki Bhimani
RHIK: Re-configurable Hash-based Indexing for KVSSD. HPDC (2023)
Manoj Pravakar Saha, Omkar Desai, Bryan S. Kim, Janki Bhimani
Leveraging Keys In Key-Value SSD for Production Workloads. HPDC (2023)
Manoj Pravakar Saha, Danlin Jia, Janki Bhimani, Ningfang Mi
MoKE: Modular Key-value Emulator for Realistic Studies on Emerging Storage Devices. CLOUD (2023)
Adnan Maruf, Daniel Carlson, Ashikee Ghosh, Manoj Pravakar Saha, Janki Bhimani, Raju Rangaswami
Allocation Policies Matter for Hybrid Memory Systems. HPDC (2023)
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) (2022)
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) (2022)
Adnan Maruf, Ashikee Ghosh, Janki Bhimani, Daniel Campello, Andy Rudoff, Raju Rangaswami
MULTI-CLOCK: Dynamic Tiering for Hybrid Memory Systems. HPCA (2022)
Ajinkya S. Bankar, Shi Sha, Janki Bhimani, Vivek Chaturvedi, Gang Quan
Thermal Aware System-Wide Reliability Optimization for Automotive Distributed Computing Applications. IEEE Trans. Veh. Technol. 71 (10) (2022)
Adnan Maruf, Sashri Brahmakshatriya, Baolin Li, Devesh Tiwari, Gang Quan, Janki Bhimani
Do Temperature and Humidity Exposures Hurt or Benefit Your SSDs? DATE (2022)
Ziyang Jiao, Janki Bhimani, Bryan S. Kim
Wear leveling in SSDs considered harmful. HotStorage (2022)
Adnan Maruf, Zhengyu Yang, Bridget Davis, Daniel Kim, Jeffrey Wong, Matthew Durand, Janki Bhimani
Understanding Flash-Based Storage I/O Behavior of Games. CLOUD (2021)
Manoj Pravakar Saha, Adnan Maruf, Bryan S. Kim, Janki Bhimani
KV-SSD: What Is It Good For? DAC (2021)
Janki Bhimani, Jingpei Yang, Ningfang Mi, Changho Choi, Manoj Pravakar Saha, Adnan Maruf
Fine-grained control of concurrency within KV-SSDs. SYSTOR (2021)
Danlin Jia, Manoj Pravakar Saha, Janki Bhimani, Ningfang Mi
Performance and Consistency Analysis for Distributed Deep Learning Applications. IPCCC (2020)
Janki Bhimani, Rajinikanth Pandurangan, Ningfang Mi, Vijay Balakrishnan
Emulate Processing of Assorted Database Server Applications on Flash-Based Storage in Datacenter Infrastructures. IPCCC (2019)
Janki Bhimani, Ningfang Mi, Miriam Leeser, Zhengyu Yang
New Performance Modeling Methods for Parallel Data Processing Applications. ACM Trans. Model. Comput. Simul. 29 (3) (2019)
Danlin Jia, Janki Bhimani, Son Nam Nguyen, Bo Sheng, Ningfang Mi
ATuMm: Auto-tuning Memory Manager in Apache Spark. IPCCC (2019)
Janki Bhimani, Tirthak Patel, Ningfang Mi, Devesh Tiwari
What does Vibration do to Your SSD? DAC (2019)
Mahsa Bayati, Janki Bhimani, Ronald Lee, Ningfang Mi
Exploring Benefits of NVMe SSDs for BigData Processing in Enterprise Data Centers. BigCom (2019)
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) (2018)
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 (2018)
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) (2018)
Janki Bhimani, Ningfang Mi, Bo Sheng
BloomStream: Data Temperature Identification for Flash Based Memory Storage Using Bloom Filters. IEEE CLOUD (2018)
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 (2018)
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)
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) (2018)
Qiumin Xu, Manu Awasthi, Krishna T. Malladi, Janki Bhimani, Jingpei Yang, Murali Annavaram
Docker characterization on high performance SSDs. ISPASS (2017)
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)
Janki Bhimani, Ningfang Mi, Miriam Leeser, Zhengyu Yang
FIM: Performance Prediction for Parallel Computation in Iterative Data Processing Applications. CLOUD (2017)
Chao Liu, Janki Bhimani, Miriam Leeser
Using High Level GPU Tasks to Explore Memory and Communications Options on Heterogeneous Platforms. SEM4HPC@HPDC (2017)
Janki Bhimani, Zhengyu Yang, Miriam Leeser, Ningfang Mi
Accelerating big data applications using lightweight virtualization framework on enterprise cloud. HPEC (2017)
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)
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)
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)
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) (2017)
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)
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)
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)
Janki Bhimani, Ningfang Mi, Miriam Leeser
Performance prediction techniques for scalable large data processing in distributed MPI systems. IPCCC (2016)
Janki Bhimani, Miriam Leeser, Ningfang Mi
Design space exploration of GPU Accelerated cluster systems for optimal data transfer using PCIe bus. HPEC (2016)
Janki Bhimani, Miriam Leeser, Ningfang Mi
Accelerating K-Means clustering with parallel implementations and GPU computing. HPEC (2015)