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Dr. Janki Bhimani

Rising Scholar Professor and Director of Data Management Research Lab (DaMRL),
Knight Foundation School of Computing and Information Sciences (KFSCIS),
Florida International University (FIU)
  1. Biographical Summary
  2. Curriculum Vitae
  3. All Publications
  4. Grants
  5. Awards
  6. Patent

Biographical Summary

Justify Content

             Dr. Janki Bhimani is the Director of the Data Management Research Lab and a Rising Scholar Professor in Computer Science at Florida International University (FIU), as well as the founding CEO of LegalPro+. She holds a Ph.D. and M.S. in Computer Engineering from Northeastern University. Her research spans system design, storage systems, computer architecture, EDA, ML, cloud and quantum computing, HPC, and computer education. She is a distinguished scholar and recipient of several prestigious honors, including the NSF CAREER Award, FIU Top Scholar Award, and the In the Company of Women Award.
Research Areas: System Design, Storage, EDA, ML, Cloud & Quantum Computing, HPC, Computer Education, Resource Management, Capacity Planning, Performance Modeling.
Leadership: Results-driven and visionary, I lead cross-functional teams, drive research in emerging technologies, and secure multimillion-dollar federal grants as principal investigator. A quick, strategic thinker, I deliver effective solutions aligned with best practices.

Curriculum Vitae

Please download the CV, here.


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Grants

[10 PI + 3 co-PI/SI = $6,092,218; Total PI funds = $2,992,232; My share of PI funds to FIU = $1,972,303; Co-PI/SI funds to FIU = $95,750.79]
  1. 2024 - 2028 NSF Core Medium (PI)
    “CSR: Medium: DISCO: Disciplined Data Science Framework for Storage I/O Management”
    PI team: Haryadi S. Gunawi, University of Chicago and Sandeep R. Madireddy, Argonne National Laboratory
    Total Value: $1,200,000 (Direct+Indirect) My share: $475,000 (37.5%)
    Start date: Oct 1, 2024 Expiration date: Sep 30, 2028
  2. 2024-2029 NSF CAREER (Only PI)
    “CAREER-2338457 - Towards Efficient In-storage Indexing”
    Total Value: $615,528 (Direct+Indirect) My share: $615,528 (100%)
    Start date: Jul 1, 2024 Expiration date: Jun 30, 2029
  3. 2024-2026 NSF REU Supplement (Only PI)
    “CSR-2406069 - REU: Learning and Management in Tiered Memory Systems”
    Total Value: $16,000 (Direct+Indirect) My share: $16,000 (100%)
    Start date: Jan 1, 2024 Expiration date: Dec 31, 2024
    Project ID: 800020019
  4. 2023-2026 NSF CISE Core (Only PI)
    “CSR-2323100 NSF Core: CSR: Small: Learning and Management in Tiered Memory Systems”
    Total Value: $514,704 (Direct+Indirect) My share: $514,704 (100%)
    Start date: Oct 1, 2023 Expiration date: Sep 30, 2026
    Project ID: 800018181
  5. 2023-2024 Samsung Global Research Outreach (GRO) Award (PI)
    “Leveraging Disaggregated Servers for Large Scale AI Training Acceleration”
    Co-PI: Bryan Kim, Syracuse University
    Total Value: $50,000 (Direct+Indirect) My share: $25,000 (50%)
    Start date: Sep 1, 2023 Expiration date: Feb 29, 2024
  6. 2022-2027 NSF HSI (SI)
    “HRD-2225201 - HSI Institutional Transformation Project Voces (Voices for Organizing Change in Educational Systems)”
    PI team: Yesim Darici, Stephen Secules, Rocio Benabentos, Laird Kramer, Jaroslava Miksovska, Monica Cardella, FIU
    Total Value: $2,999,986 (Direct+Indirect) My share: $69,340 (2.3%)
    Start date: Sep 15, 2022 Expiration date: Aug 31, 2027
  7. 2022-2023 Samsung Memory Solutions Lab (MSL) Research Award (PI)
    “Leveraging Disaggregated Servers for Large Scale AI Training Acceleration”
    Co-PI: Bryan Kim, Syracuse University
    Total Value: $50,000 (Direct+Indirect) My share: $25,000 (50%)
    Start date: Mar 1, 2023 Expiration date: Aug 31, 2023
  8. 2021 Samsung Semiconductor Inc. Equipment Grant (Only PI)
    “Parallel Data Access with Key-Value SSDs”
    Total Value: $10,000 (Direct+Indirect) My share: $10,000 (100%)
    Start date: Oct 1, 2021 Expiration date: Jun 30, 2022
  9. 2021-2022 NSF REU Supplement (Only PI)
    “CNS-2122987 - REU: New Techniques for I/O Behavior Modeling and Persistent Storage Device Configuration”
    Total Value: $16,000 (Direct+Indirect) My share: $16,000 (100%)
    Start date: May 1, 2021 Expiration date: Apr 30, 2022
    Project ID: 800014726
  10. 2020-2023 NSF CISE Core (Lead PI)
    “CNS-2008324 - Small: New Techniques for I/O Behavior Modeling and Persistent Storage Device Configuration”
    Co-PI: Ningfang Mi, Northeastern University
    Total Value: $500,000 (Direct+Indirect) My share: $255,071 (51%)
    Start date: May 1, 2020 Expiration date: Apr 30, 2023
    Project ID: 800012359
  11. 2020-2022 Cyber Florida (Co-PI)
    “RumorHunt: A Next-Generation Online Scalable Streaming System”
    PI team: Liting Hu, FIU and Zhishan Guo, University of Central Florida
    Total Value: $75,000 (Direct+Indirect) My share: $21,410.79 (28%)
    Start date: Aug 1, 2020 Expiration date: May 30, 2022
    Project ID: 800012574
  12. 2019-2020 FIU Faculty Grantsmanship Development Program (Co-PI)
    “Design, Development and Testing of Distributed Computing Framework for globally co-ordinated data submission and accessibility of Mass Spectrometry Data”
    PI team: Fahad Saeed, Alex Afanasyev, Hadi Amini, FIU
    Total Value: $25,000 (Direct+Indirect) My share: $5,000 (20%)
    Start date: Nov 1, 2019 Expiration date: May 30, 2020
  13. 2019 Samsung Semiconductor Inc. Equipment Grant (Only PI)
    “Exploring Vulnerabilities of Key-Value SSDs”
    Total Value: $20,000 (Direct+Indirect) My share: $20,000 (100%)
    Start date: Oct 1, 2019 Expiration date: Sep 30, 2021

Awards

  • 2025 - Rising Scholar Title from FIU
  • 2025 - In the Company of Women Award from Miami Dade County
  • 2024 - Received NSF CAREER Award
  • 2023 - Received FIU Top Scholar Award in the category of the Research, Creative Activities, and Award-Winning Publications
  • 2022 - Received Outstanding Applied Research Award by Knight Foundation School of Computing and Information Science (KFSCIS), FIU
  • 2022 - The Best Paper Award at 14th ACM Workshop on Hot Topics in Storage and Filesystem (HotStorage’22)
  • 2022 - The Best Paper Award Candidate at Design, Automation, and Test in Europe Conference. The European Event for Electronic System Design and Test (DATE’22)
  • 2022 - Quality Matters Certification for Online Course - COP3530 Data Structures
  • 2021 - Awarded Certificate of Completion from ASEE DELTA Junior Faculty Institute
  • 2021 - Grace Hopper Celebration of Women in Computing (GHC) Faculty Scholarship
  • 2021 - Recognized as Distinguished Reviewer Award, 13th ACM Workshop on Hot Topics in Storage and File Systems (HotStorage ’21)
  • 2020 - Received Certification for Hybrid Course - COP3530 Data Structures
  • 2020 - Grace Hopper Celebration of Women in Computing (GHC) Faculty Scholarship
  • 2019 - Outstanding Graduate Research Award, Northeastern University
  • 2018 - The Best Paper Award at 11th IEEE International Conference on Cloud Computing (IEEE CLOUD)
  • 2017 - The Best Paper Award at 36th IEEE International Performance Computing and Communications Conference (IPCCC)
  • 2012 - The Best Budget Robot Award at 3rd Lunabotics International Mining Competition, NASA, Kennedy Space Center, FL
  • 2012 - The Best Working Model Award in Junk Yard Wars at Conscientia, Indian Institute of Space Science Technology (IIST)
  • 2012 - The Best Paper Award at Aagama National Level Technical Paper Contest
  • 2011 - The Best Working Model in Junk Yard Wars during Technozion at National Institute Of Technology (NIT)
  • 2011 - The Outstanding Debate Performance Award by Institute of Engineers India (IEI)
  • 2010 - The Impromptu Speaker Award by International Society for Technology in Education (ISTE)
  • 2010 - 2013 University Merit Scholarship, GITAM University

Publications

[Total 45 - 20 FIU (13 with FIU students supervised by myself) and 25 Pre-FIU]

    Selective Refereed Journal Publications

  1. Xiangqun Zhang, Janki Bhimani, Shuyi Pei, Eunji Lee, Sungjin Lee, Yoon Jae Seong, Eui Jin Kim, Changho Choi, Eyee Hyun Nam, Jongmoo Choi, Bryan S. Kim. Storage Abstractions for SSDs: The Past, Present, and Future. ACM Transactions on Storage (TOS) 2024. Tier 1 Journal with impact factor 2.1.
  2. Danlin Jia, Li Wang, Natalia Valencia, Janki Bhimani, Bo Sheng and Ningfang Mi, Learning-based Dynamic Memory Allocation Schemes for Apache Spark Data Processing. IEEE Transactions on Cloud Computing 2023. Tier 1 Journal with impact factor 11.1.
  3. Ajinkya S Bankar, Shi Sha, Janki Bhimani, Vivek Chaturvedi, Gang Quan, Thermal Aware System-Wide Reliability Optimization for Automotive Distributed Computing Applications. IEEE Transactions on Vehicular Technology 2022. Tier 1 Journal with impact factor 2.243.
  4. 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 Transactions on Storage (TOS) 2021. Tier 1 Journal with impact factor 1.59.
  5. Janki Bhimani, Adnan Maruf, Ningfang Mi, Rajinikanth Pandurangan, and Vijay Balakrishnan, Auto-Tuning Parameters for Emerging Multi-Stream Flash-Based Storage Drives Through New I/O Pattern Generations. IEEE Transactions on Computers (TC) 2020. Tier 1 Journal with impact factor 3.131.
  6. Janki Bhimani, Ningfang Mi, Miriam Leeser, and Zhengyu Yang, New Performance Modeling Methods for Parallel Data Processing Applications ACM Transactions on Modeling and Computer Simulation (TOMACS), 2019. DOI 10.1145/3309684. Tier 1 Journal with impact factor 1.380.
  7. Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Janki Bhimani, and Ningfang Mi, I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership IEEE Transactions on Big Data (TBDATA), Special Issue on the Integration of Extreme Scale Computing and Big Data Management and Analytics, 2018. DOI 10.1109/TBDATA.2018.2871114. Tier 1 Journal with impact factor 2.00.
  8. Janki Bhimani, Zhengyu Yang, Ningfang Mi, Jingpei Yang, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, and Vijay Balakrishnan, Docker Container Scheduler for I/O Intensive Applications running on NVMe SSDs IEEE Transactions on Multi-Scale Computing Systems (TMSCS), 2018. DOI: 10.1109/TMSCS.2018.2801281. Tier 1 Journal with impact factor 2.065.
  9. Zhengyu Yang, Janki Bhimani, Yi Yao, Cho-Hsien Lin, Jiayin Wang, Ningfang Mi, and Bo Sheng, AutoAdmin: Admission Control in YARN Clusters Based on Dynamic Resource Reservation, Scalable Computing: Practice and Experience Special Issue on Advances in Emerging Wireless Communications and Networking (SCPE), 2018. Volume 19, Number 1, pp. 53–67.
  10. Zhengyu Yang, Yufeng Wang, Janki Bhimani, Chiu C. Tan, and Ningfang Mi, EAD: Elasticity Aware Deduplication Manager for Datacenters with Multi-tier Storage Systems Cluster Computing (CC), 2018. https://doi.org/10.1007/s10586-018-2141-z.
  11. Zhengyu Yang, Janki Bhimani, Jiayin Wang, David Evans, and Ningfang Mi, Automatic and Scalable Data Replication Manager in Distributed Computation and Storage Infrastructure of Cyber-Physical Systems Scalable Computing: Practice and Experience, Special Issue on Communication, Computing, and Networking in Cyber-Physical Systems (SCPE), 2018. Volume 18, Number 4, pp. 291–311.

    12. Highly Selective Peer Reviewed Conference Publications. Acceptance rates below 30%
  12. Christopher Lukas Kverne, Mayur Akewar, Yuqian Huo, Tirthak Patel, and Janki Bhimani, Quantum Neural Networks Need Checkpointing, 2025 ACM Workshop on Hot Topics in Storage and File Systems (HotStorage ’25), Boston.
  13. Mayur Akewar, Gang Quan, Sandeep Madireddy, and Janki Bhimani, Can LLMs Model the Environmental Impact on SSD?, 2025 ACM Workshop on Hot Topics in Storage and File Systems (HotStorage ’25), Boston.
  14. Christopher Lukas Kverne, Federico Monteverdi, Agoritsa Polyzou, Christine Lisetti, and Janki Bhimani, Course-Job Fit: Understanding the Contextual Relationship Between Computing Courses and Employment Opportunities, 2025 ASEE Annual Conference (ASEE’25), Montreal, QC, Canada. Acceptance Rate: 20%.
  15. Daniar Kurniawan, Maharani A. Putri, Peiran Qin, Kahfi S. Zulkifli, Ray A. O. Sinurat, Janki Bhimani, Sandeep Madireddy, Achmad Imam Kistijantoro, and Haryadi Gunawi, Heimdall: Optimizing Storage I/O Admission with Extensive Machine Learning Pipeline, 2025 EuroSys ACM SIGOPS European chapter (EuroSys’25), Rotterdam. Acceptance Rate: 8%
  16. Manoj Saha, Danlin Jia, Janki Bhimani, and Ningfang Mi, MoKE: Modular Key-value Emulator for Realistic Studies on Emerging Storage Devices 2023 IEEE International Conference on Cloud Computing (CLOUD'23), Hybrid Event, Chicago, IL, 2023.
  17. Ziyang Jiao, Janki Bhimani, Bryan S. Kim, Wear Leveling in SSDs Considered Harmful 2022 ACM Workshop on Hot Topics in Storage and File Systems (HotStorage ’22), Virtual. (Best Paper Award)
  18. Adnan Maruf, Sashri Brahmakshatriya, Baolin Li, Devesh Tiwari, Gang Quan and Janki Bhimani, Do Temperature and Humidity Exposures Hurt or Benefit Your SSDs? 2022 Design, Automation and Test in Europe Conference. The European Event for Electronic System Design and Test (DATE’22), Virtual. Acceptance Rate: 25%. (Best Paper Award Nomination)
  19. Adnan Maruf, Ashikee Ghosh, Janki Bhimani, Daniel Campello, Andy Rudoff, Raju Rangaswami, MULTI-CLOCK: Dynamic Tiering for Hybrid Memory Systems 2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA’22), Seoul, South Korea, 2022. Acceptance Rate: 30%.
  20. Adnan Maruf, Zhengyu Yang, Bridget Davis, Daniel Kim, Jeffrey Wong, Matthew Durand, and Janki Bhimani, Understanding Flash-Based Storage I/O Behavior of Games 2021 IEEE International Conference on Cloud Computing (CLOUD’21), Online Virtual Congress, 2021. Acceptance Rate: 23.8%.
  21. Janki Bhimani, Jingpei Yang, Ningfang Mi, Changho Choi, and Manoj Pravakar Saha, Fine-grained Control of Concurrency within KV-SSDs 2021 14th ACM International Systems and Storage Conference (SYSTOR’21), Virtual. Acceptance Rate: 29.9%.
  22. Manoj Pravakar Saha, Bryan Kim, and Janki Bhimani, KV-SSD: What is it Good For? 2021 Design Automation Conference (DAC’21), San Francisco, CA, 2021. Acceptance Rate: 23%.
  23. Danlin Jia, Manoj Pravakar Saha, Janki Bhimani, and Ningfang Mi, Performance and Consistency Analysis for Distributed Deep Learning Applications 2020 International Performance Computing and Communications Conference (IPCCC’20), Virtual using Zoom, 2020. Acceptance Rate: 29.3%.
  24. Janki Bhimani, Rajinikanth Pandurangan, Ningfang Mi, and Vijay Balakrishnan, Emulate Processing of Assorted Database Server Applications on Flash-Based Storage in Datacenter Infrastructures 2019 International Performance Computing and Communications Conference (IPCCC’19), London, UK, 2019. Acceptance Rate: 29.2%.
  25. Danlin Jia, Janki Bhimani, Son Nam Nguyen, Bo Sheng, and Ningfang Mi, ATuMm: Auto-tuning Memory Manager in Apache Spark 2019 International Performance Computing and Communications Conference (IPCCC’19), London, UK, 2019. Acceptance Rate: 29.2%.
  26. Janki Bhimani, Tirthak Patel, Ningfang Mi, and Devesh Tiwari, What does Vibration do to Your SSD? 2019 Design Automation Conference (DAC’19), Las Vegas, NV, 2019. Acceptance Rate: 24.3%.
  27. Janki Bhimani, Ningfang Mi, Zhengyu Yang, Jingpei Yang, Rajinikanth Pandurangan, Changho Choi and Vijay Balakrishnan, FIOS: Feature Based I/O Stream Identification for Improving Endurance of Multi-Stream SSDs 2018 IEEE International Conference on Cloud Computing (CLOUD’18), San Francisco, CA, 2018. Acceptance Rate: 15%. (Best Paper Award)
  28. Janki Bhimani, Ningfang Mi, and Bo Sheng, BloomStream: Data Temperature Identification for Flash Based Memory Storage Using Bloom Filters2018 IEEE International Conference on Cloud Computing (CLOUD’18), San Francisco, CA, 2018. Acceptance Rate: 15%.
  29. Zhengyu Yang, Morteza Hoseinzadeh, Ping Wong, John Artoux, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, and Steven Swanson, H-NVMe: A Hybrid Framework of NVMe-based Storage System in Cloud Computing Environment IEEE International Performance Computing and Communications Conference (IPCCC’17), San Diego, CA, 2017. (Best Paper Award)
  30. Zhengyu Yang, Morteza Hoseinzadeh, Allen Andrews, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, and Steven Swanson, AutoTiering: Automatic Data Placement Manager in Multi-Tier All-Flash Datacenter IEEE International Performance Computing and Communications Conference (IPCCC’17), San Diego, CA, 2017.
  31. Janki Bhimani, Ningfang Mi, Miriam Leeser, and Zhengyu Yang, FiM: Performance Prediction Model for Parallel Computation in Iterative Data Processing Applications IEEE International Conference on Cloud Computing (CLOUD’17), Honolulu, HI, 2017. Acceptance Rate: 18%.
  32. Han Gao, Zhengyu Yang, Janki Bhimani, Teng Wang, Jiayin Wang, Ningfang Mi, and Bo Sheng, AutoPath: Harnessing Parallel Execution Paths for Efficient Resource Allocation in Multi-Stage Big Data Frameworks International Conference on Computer Communications and Networks (ICCCN’17), Vancouver, Canada, 2017. Acceptance Rate: 25%.
  33. Qiumin Xu, Manu Awasthi, Krishna T. Malladi, Janki Bhimani, Jingpei Yang, and Murali Annavaram, Performance analysis of containerized applications on local and remote storage International Conference on Massive Storage Systems and Technology (MSST’17), Santa Clara, CA, 2017.
  34. Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, and Vijay Balakrishnan, Understanding Performance of I/O Intensive Containerized Applications for NVMe SSDs IEEE International Performance Computing and Communications Conference (IPCCC’16), Las Vegas, NV, 2016. Acceptance Rate: 25.50%.
  35. Zhengyu Yang, Jianzhe Tai, Janki Bhimani, Jiayin Wang, Ningfang Mi, and Bo Sheng, GREM: Dynamic SSD Resource Allocation in Virtualized Storage Systems with Heterogeneous VMs IEEE International Performance Computing and Communications Conference (IPCCC’16), Las Vegas, NV, 2016. Acceptance Rate: 25.50%.

    36. Other Peer Reviewed Conference and Workshop Publications. Acceptance rates provided when known
  36. Manoj P. Saha, Omkar Desai, Bryan S. Kim, Janki Bhimani Leveraging Keys In Key-Value SSD for Production Workloads The International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC’23), Orlando, FL, 2023. (Short Paper)
  37. Adnan Maruf, Daniel Carlson, Ashikee Ghosh, Manoj Saha, Janki Bhimani, Raju Rangaswami Allocation Policies Matter for Hybrid Memory Systems The International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC’23), Orlando, FL, 2023. (Short Paper)
  38. Manoj P. Saha, Bryan S. Kim, Haryadi S. Gunawi, Janki Bhimani RHIK - Re-configurable Hash-based Indexing for KVSSD The International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC’23), Orlando, FL, 2023. (Short Paper)
  39. Mahsa Bayati, Janki Bhimani, Ronald Lee, Ningfang Mi, Exploring Benefits of NVMe SSDs for BigData Processing in Enterprise Data Centers International Conference on Big Data Computing and Communication (BIGCOM’19), Qingdao, China, 2019.
  40. Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, NHV Krishna Giri, Rajinikanth Pandurangan, Changho Choi, and Vijay Balakrishnan, Enhancing SSDs with multi-stream: What? why? how? IEEE International Performance Computing and Communications Conference (IPCCC’17), San Diego, CA, 2017. (Short Paper)
  41. Janki Bhimani, Zhengyu Yang, Miriam Leeser, and Ningfang Mi, Accelerating Big Data Applications Using Lightweight Virtualization Framework on Enterprise CloudIEEE High Performance Extreme Computing Conference (HPEC’17), Waltham, MA, 2017.
  42. Qiumin Xu, Manu Awasthi, Krishna T. Malladi, Janki Bhimani, Jingpei Yang, Murali Annavaram, Docker Characterization on High Performance SSDs IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS’17), Santa Rosa, CA, 2017. (Short Paper)
  43. Liu Chao, Janki Bhimani, and Miriam Leeser, Using High Level GPU Tasks to Explore Memory and Communications Options on Heterogeneous Platforms ACM Workshop on Software Engineering Methods for Parallel and High Performance Applications (SEM4HPC), Washington, D.C., 2017.
  44. Liu Chao, Janki Bhimani, and Miriam Leeser, Exploring Memory Options for Data Transfer on Heterogeneous Platforms The International ACM Symposium on High-Performance Parallel and Distributed Computing (HPDC’17), Washington, D.C., 2017. (Short Paper)
  45. Janki Bhimani, Miriam Leeser, and Ningfang Mi, Performance Prediction Techniques for Scalable Large Data Processing in Distributed MPI Systems IEEE International Performance Computing and Communications Conference (IPCCC’16), Las Vegas, NV, 2016. Acceptance Rate: 12%. (Short Paper)
  46. Janki Bhimani, Miriam Leeser, and Ningfang Mi, Design Space Exploration of GPU Accelerated Cluster Systems for Optimal Data Transfer Using PCIe Bus IEEE High Performance Extreme Computing Conference (HPEC’16), Waltham, MA, 2016.
  47. Janki Bhimani, Miriam Leeser, and Ningfang Mi, Accelerating K-Means Clustering with Parallel Implementations and GPU Computing IEEE High Performance Extreme Computing Conference (HPEC’15), Waltham, MA, 2015.
  48. Janki Bhimani, Miriam Leeser and Ningfang Mi, Predicting the Performance of Machine Learning Algorithms running on Heterogeneous Computing Platforms Women in Machine Learning Workshop (WiML’14), Montr´eal, Canada, 2014. (Short Paper)
  49. Baiyu Chen, Zhengyu Yang, Siyu Huang, Xianzhi Du, Zhiwei Cui, Janki Bhimani, Xin Xie, and Ningfang Mi, Cyber-Physical System Enabled Nearby Traffic Flow Modelling for Autonomous Vehicles IEEE International Performance Computing and Communications Conference, Special Session on Cyber Physical Systems: Security, Computing, and Performance (IPCCC CPS’17), San Diego, CA, 2017.
  50. Xianfei Xia, Hongru Xiao, Zhengyu Yang, Xin Xie, and Janki Bhimani, Pelletization Characteristics of the Hydrothermal Pretreated Rice Straw with Added Binders. Arabian Journal for Science and Engineering 43, no. 9 (2016): 4811-4820.

Patents

  1. Daniel Carlson*, Adnan Maruf*, Raju Rangaswami, and Janki Bhimani, inventors; ”Techniques to Dynamically Allocate Pages within CXL Memory Systems”, Application.
  2. Manoj Pravakar Saha*, Yanzhao Wu, Raju Rangaswami, and Janki Bhimani, inventors; ”Methods to Efficiently Checkpoint Deep-Learning Model on Persistent Memories”, Application.
  3. Manoj Pravakar Saha, Janki Bhimani, inventors; “Flexible and Efficient Data Management Techniques Within Key Value Storage”, US 17/340,573.
  4. Adnan Maruf, Ashikee Ghosh, Raju Rangaswam, and Janki Bhimani, inventors; “ML based Tiered Memory”, US 17/344,449.
  5. Janki Bhimani, Jingpei Yang, Changho Choi, inventors; Samsung Electronics Co Ltd, assignee. “Parallel key value based multi-thread machine learning exploiting KV-SSDs” US 16/528,492. ”, US 17/340,573.
  6. Janki Bhimani, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan, inventors; Samsung Electronics Co Ltd, assignee. “System and method for identifying hot data and stream in a solid-state drive” US 15/895797.
  7. Janki Bhimani, Rajinikanth Pandurangan, Vijay Balakrishnan, Changho Choi, inventors; Samsung Electronics Co Ltd, assignee. “Methods and systems for testing storage devices via a representative I/O generator” United States patent application US 15/853419.
  8. Janki Bhimani, Anand Subramanian, Vijay Balakrishnan, and Jingpei Yang, inventors; Samsung Electronics Co Ltd, assignee. “Container workload scheduler and methods of scheduling container workloads” United States patent application US15/820856.
  9. Janki Bhimani, Jingpei Yang, Changho Choi, Jianjian Huo, inventors; Samsung Electronics Co Ltd, assignee. “Smart I/O stream detection based on multiple attributes” United States patent application US 15/344,422.
  10. Janki Bhimani, Hingkwan Huen, Jingpei Yang, Manu Awasthi, Vijay Balakrishnan, Jason Martineau, inventors; Samsung Electronics Co Ltd, assignee. “Intelligent controller for containerized applications” United States patent application US 15/379,327.

Contact

  • Email: jbhimani [at] fiu [dot] edu (best way to reach me)
  • Phone: (305)-348-9934
  • Office: CASE 238B, FIU
  • ORCID: 0000-0002-4421-9923