| 2026 | WACV | AFL-PRF: Adaptive Federated Learning for Low-Quality Data: Enhancing Performance, Robustness, and Fairness. | Pinrui Yu, Yiming Xie, Longtian Ye, Geng Yuan, Ningfang Mi, Xue Lin |
| 2025 | HPCC | PECO: Probabilistic Evaluation-Based Client Selection for Federated Learning with Overlapping Clients. | Allen Yang, Shiyue Hou, Yiming Xie, Bo Sheng, Ningfang Mi |
| 2024 | ISNCC | Performance Analysis of Data Processing in Distributed File Systems with Near Data Processing. | Shiyue Hou, Nathan R. Tallent, Li Wang, Ningfang Mi |
| 2024 | ISNCC | Uncovering the Impact of Bursty Workloads on System Performance in Serverless Computing. | Li Wang, Shiyue Hou, Yiming Xie, Ningfang Mi |
| 2024 | ISNCC | Adaptive Homogeneity-Based Client Selection Policy for Federated Learning. | Yiming Xie, Pinrui Yu, Geng Yuan, Xue Lin, Ningfang Mi |
| 2021 | IPCCC | SNIS: Storage-Network Iterative Simulation for Disaggregated Storage Systems. | Danlin Jia, Tengpeng Li, Xiaoqian Zhang, Li Wang, Mahsa Bayati, Ron Lee, Bo Sheng, Ningfang Mi |
| 2021 | SYSTOR | Fine-grained control of concurrency within KV-SSDs. | Janki Bhimani, Jingpei Yang, Ningfang Mi, Changho Choi, Manoj Pravakar Saha, Adnan Maruf |
| 2020 | IPCCC | Deploying Network Key-Value SSDs to Disaggregate Resources in Big Data Processing Frameworks. | Mahsa Bayati, Harsh Roogi, Ron Lee, Ningfang Mi |
| 2020 | IPCCC | Performance and Consistency Analysis for Distributed Deep Learning Applications. | Danlin Jia, Manoj Pravakar Saha, Janki Bhimani, Ningfang Mi |
| 2019 | DAC | What does Vibration do to Your SSD? | Janki Bhimani, Tirthak Patel, Ningfang Mi, Devesh Tiwari |
| 2019 | IPCCC | Emulate Processing of Assorted Database Server Applications on Flash-Based Storage in Datacenter Infrastructures. | Janki Bhimani, Rajinikanth Pandurangan, Ningfang Mi, Vijay Balakrishnan |
| 2019 | IPCCC | ATuMm: Auto-tuning Memory Manager in Apache Spark. | Danlin Jia, Janki Bhimani, Son Nam Nguyen, Bo Sheng, Ningfang Mi |
| 2018 | EDBT | GEDetector: Early Detection of Gathering Events Based on Cluster Containment Join in Trajectory Streams. | Bin Zhao, Genlin Ji, Yu Yang, Zhaoyuan Yu, Xintao Liu, Ningfang Mi |
| 2018 | ICCCN | RoVEr: Robust and Verifiable Erasure Code for Hadoop Distributed File Systems. | Teng Wang, Son Nam Nguyen, Jiayin Wang, Tengpeng Li, Xiaoqian Zhang, Ningfang Mi, Bin Zhao, Bo Sheng |
| 2017 | DaWaK | A Case for Abstract Cost Models for Distributed Execution of Analytics Operators. | Rundong Li, Ningfang Mi, Mirek Riedewald, Yizhou Sun, Yi Yao |
| 2017 | ICCCN | AutoPath: Harnessing Parallel Execution Paths for Efficient Resource Allocation in Multi-Stage Big Data Frameworks. | Han Gao, Zhengyu Yang, Janki Bhimani, Teng Wang, Jiayin Wang, Bo Sheng, Ningfang Mi |
| 2017 | ICCCN | EA2S2: An Efficient Application-Aware Storage System for Big Data Processing in Heterogeneous Clusters. | Teng Wang, Jiayin Wang, Son Nam Nguyen, Zhengyu Yang, Ningfang Mi, Bo Sheng |
| 2017 | IPCCC | Enhancing SSDs with multi-stream: What? why? how? | Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, N. H. V. Krishna Giri, Rajinikanth Pandurangan, Changho Choi, Vijay Balakrishnan |
| 2017 | IPCCC | Cyber-physical system enabled nearby traffic flow modelling for autonomous vehicles. | Baiyu Chen, Zhengyu Yang, Siyu Huang, Xianzhi Du, Zhiwei Cui, Janki Bhimani, Xin Xie, Ningfang Mi |
| 2017 | IPCCC | AutoTiering: Automatic data placement manager in multi-tier all-flash datacenter. | Zhengyu Yang, Morteza Hoseinzadeh, Allen Andrews, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson |
| 2017 | IPCCC | H-NVMe: A hybrid framework of NVMe-based storage system in cloud computing environment. | Zhengyu Yang, Morteza Hoseinzadeh, Ping Wong, John Artoux, Clay Mayers, David Thomas Evans, Rory Thomas Bolt, Janki Bhimani, Ningfang Mi, Steven Swanson |
| 2016 | CloudCom | A Fresh Perspective on Total Cost of Ownership Models for Flash Storage in Datacenters. | Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Ningfang Mi |
| 2016 | ICCCN | OpERA: Opportunistic and Efficient Resource Allocation in Hadoop YARN by Harnessing Idle Resources. | Yi Yao, Han Gao, Jiayin Wang, Ningfang Mi, Bo Sheng |
| 2016 | IPCCC | Performance prediction techniques for scalable large data processing in distributed MPI systems. | Janki Bhimani, Ningfang Mi, Miriam Leeser |
| 2016 | IPCCC | Understanding performance of I/O intensive containerized applications for NVMe SSDs. | Janki Bhimani, Jingpei Yang, Zhengyu Yang, Ningfang Mi, Qiumin Xu, Manu Awasthi, Rajinikanth Pandurangan, Vijay Balakrishnan |
| 2016 | IPCCC | eSplash: Efficient speculation in large scale heterogeneous computing systems. | Jiayin Wang, Teng Wang, Zhengyu Yang, Ningfang Mi, Bo Sheng |
| 2016 | IPCCC | GReM: Dynamic SSD resource allocation in virtualized storage systems with heterogeneous IO workloads. | Zhengyu Yang, Jianzhe Tai, Janki Bhimani, Jiayin Wang, Ningfang Mi, Bo Sheng |
| 2016 | IPCCC | AutoReplica: Automatic data replica manager in distributed caching and data processing systems. | Zhengyu Yang, Jiayin Wang, David Thomas Evans, Ningfang Mi |
| 2015 | IM | Admission control in YARN clusters based on dynamic resource reservation. | Yi Yao, Jason Lin, Jiayin Wang, Ningfang Mi, Bo Sheng |
| 2015 | IPCCC | OMO: Optimize MapReduce overlap with a good start (reduce) and a good finish (map). | Jiayin Wang, Yi Yao, Ying Mao, Bo Sheng, Ningfang Mi |
| 2014 | IC2E | Live Data Migration for Reducing SLA Violations in Multi-tiered Storage Systems. | Jianzhe Tai, Bo Sheng, Yi Yao, Ningfang Mi |
| 2014 | MASS | Improving Virtual Machine Migration via Deduplication. | Jake Roemer, Mark Groman, Zhengyu Yang, Yufeng Wang, Chiu C. Tan, Ningfang Mi |
| 2014 | NOMS | VFRM: Flash Resource Manager in VMware ESX Server. | Deng Liu, Ningfang Mi, Jianzhe Tai, Xiaoyun Zhu, Jack Lo |
| 2013 | IM | Scheduling heterogeneous MapReduce jobs for efficiency improvement in enterprise clusters. | Yi Yao, Jianzhe Tai, Bo Sheng, Ningfang Mi |
| 2011 | IPCCC | ArA: Adaptive resource allocation for cloud computing environments under bursty workloads. | Jianzhe Tai, Juemin Zhang, Jun Li, Waleed Meleis, Ningfang Mi |
| 2011 | IPCCC | DAT: An AP scheduler using dynamically adjusted time windows for crowded WLANs. | Yi Yao, Bo Sheng, Ningfang Mi |
| 2010 | ICWE | AWAIT: Efficient Overload Management for Busy Multi-tier Web Services under Bursty Workloads. | Lei Lu, Ludmila Cherkasova, Vittoria De Nitto Persone, Ningfang Mi, Evgenia Smirni |
| 2010 | WWW | Efficient resource allocation and power saving in multi-tiered systems. | Andrew Caniff, Lei Lu, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni |
| 2010 | SIGMETRICS | CWS: a model-driven scheduling policy for correlated workloads. | Giuliano Casale, Ningfang Mi, Evgenia Smirni |
| 2009 | MASCOTS | Autocorrelation-driven load control in distributed systems. | Ningfang Mi, Giuliano Casale, Qi Zhang, Alma Riska, Evgenia Smirni |
| 2009 | SIGMETRICS | Restrained utilization of idleness for transparent scheduling of background tasks. | Ningfang Mi, Alma Riska, Xin Li, Evgenia Smirni, Erik Riedel |
| 2008 | DSN | Anomaly? application change? or workload change? towards automated detection of application performance anomaly and change. | Ludmila Cherkasova, Kivanc M. Ozonat, Ningfang Mi, Julie Symons, Evgenia Smirni |
| 2008 | DSN | Scheduling for performance and availability in systems with temporal dependent workloads. | Ningfang Mi, Giuliano Casale, Evgenia Smirni |
| 2008 | DSN | Enhancing data availability in disk drives through background activities. | Ningfang Mi, Alma Riska, Evgenia Smirni, Erik Riedel |
| 2008 | Middleware | Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models. | Ningfang Mi, Giuliano Casale, Ludmila Cherkasova, Evgenia Smirni |
| 2008 | NOMS | Analysis of application performance and its change via representative application signatures. | Ningfang Mi, Ludmila Cherkasova, Kivanc M. Ozonat, Julie Symons, Evgenia Smirni |
| 2008 | SIGMETRICS | Bound analysis of closed queueing networks with workload burstiness. | Giuliano Casale, Ningfang Mi, Evgenia Smirni |
| 2007 | SIGMETRICS | Efficient management of idleness in systems. | Ningfang Mi, Alma Riska, Qi Zhang, Evgenia Smirni, Erik Riedel |
| 2006 | DSN | Evaluating the Performability of Systems with Background Jobs. | Qi Zhang, Ningfang Mi, Evgenia Smirni, Alma Riska, Erik Riedel |
| 2006 | ICDCS | Load Unbalancing to Improve Performance under Autocorrelated Traffic. | Qi Zhang, Ningfang Mi, Alma Riska, Evgenia Smirni |
| 2003 | ISAAC | Polygonal Path Approximation: A Query Based Approach. | Ovidiu Daescu, Ningfang Mi |