Ningfang Mi

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 57

Top Venues

IPCCC

IEEE CLOUD

IEEE Trans. Cloud Comput.

CLOUD

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)
Xiaoqian Zhang, Allen Yang, Danlin Jia, Li Wang, Mahsa Bayati, Pradeep Subedi, Xuebin Yao, Bo Sheng, Ningfang Mi
DIRS: Dynamic Initial Rate Setting in Congestion Control for Disaggregated Storage Systems. ICNC (2023)
Manoj Pravakar Saha, Danlin Jia, Janki Bhimani, Ningfang Mi
MoKE: Modular Key-value Emulator for Realistic Studies on Emerging Storage Devices. CLOUD (2023)
Danlin Jia, Yiming Xie, Li Wang, Xiaoqian Zhang, Allen Yang, Xuebin Yao, Mahsa Bayati, Pradeep Subedi, Bo Sheng, Ningfang Mi
SRC: Mitigate I/O Throughput Degradation in Network Congestion Control of Disaggregated Storage Systems. IPDPS (2023)
Jaki 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) (2022)
Danlin Jia, Geng Yuan, Xue Lin, Ningfang Mi
A Data-Loader Tunable Knob to Shorten GPU Idleness for Distributed Deep Learning. CLOUD (2022)
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)
Zhengyu Yang, Yi Yao, Han Gao, Jiayin Wang, Ningfang Mi, Bo Sheng
New YARN Non-Exclusive Resource Management Scheme through Opportunistic Idle Resource Assignment. IEEE Trans. Cloud Comput. 9 (2) (2021)
Allen Yang, Jiayin Wang, Ying Mao, Yi Yao, Ningfang Mi, Bo Sheng
Optimizing Internal Overlaps by Self-Adjusting Resource Allocation in Multi-Stage Computing Systems. IEEE Access 9 (2021)
Yi Yao, Han Gao, Jiayin Wang, Bo Sheng, Ningfang Mi
New Scheduling Algorithms for Improving Performance and Resource Utilization in Hadoop YARN Clusters. IEEE Trans. Cloud Comput. 9 (3) (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, Tengpeng Li, Xiaoqian Zhang, Li Wang, Mahsa Bayati, Ron Lee, Bo Sheng, Ningfang Mi
SNIS: Storage-Network Iterative Simulation for Disaggregated Storage Systems. IPCCC (2021)
Danlin Jia, Manoj Pravakar Saha, Janki Bhimani, Ningfang Mi
Performance and Consistency Analysis for Distributed Deep Learning Applications. IPCCC (2020)
Mahsa Bayati, Miriam Leeser, Ningfang Mi
Exploiting GPU Direct Access to Non-Volatile Memory to Accelerate Big Data Processing. HPEC (2020)
Danlin Jia, Mahsa Bayati, Ron Lee, Ningfang Mi
RITA: Efficient Memory Allocation Scheme for Containerized Parallel Systems to Improve Data Processing Latency. CLOUD (2020)
Mahsa Bayati, Harsh Roogi, Ron Lee, Ningfang Mi
Deploying Network Key-Value SSDs to Disaggregate Resources in Big Data Processing Frameworks. 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)
Rundong Li, Ningfang Mi, Mirek Riedewald, Yizhou Sun, Yi Yao
Abstract cost models for distributed data-intensive computations. Distributed Parallel Databases 37 (3) (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, Danlin Jia, Stratis Ioannidis, Ningfang Mi, Bo Sheng
Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. CoRR (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)
Son Nam Nguyen, Teng Wang, Tengpeng Li, Xiaoqian Zhang, Bo Sheng, Ningfang Mi, Bin Zhao
owlBIT: Orchestrating Wireless Transmissions for Launching Big Data Platforms in an Internet of Things Environment. IEEE CLOUD (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, Danlin Jia, Stratis Ioannidis, Ningfang Mi, Bo Sheng
Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. 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)
Teng Wang, Son Nam Nguyen, Jiayin Wang, Tengpeng Li, Xiaoqian Zhang, Ningfang Mi, Bin Zhao, Bo Sheng
RoVEr: Robust and Verifiable Erasure Code for Hadoop Distributed File Systems. ICCCN (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)
Bin Zhao, Genlin Ji, Yu Yang, Zhaoyuan Yu, Xintao Liu, Ningfang Mi
GEDetector: Early Detection of Gathering Events Based on Cluster Containment Join in Trajectory Streams. EDBT (2018)
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)
Jianzhe Tai, Deng Liu, Zhengyu Yang, Xiaoyun Zhu, Jack Lo, Ningfang Mi
Improving Flash Resource Utilization at Minimal Management Cost in Virtualized Flash-Based Storage Systems. IEEE Trans. Cloud Comput. 5 (3) (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)
Teng Wang, Jiayin Wang, Son Nam Nguyen, Zhengyu Yang, Ningfang Mi, Bo Sheng
EA2S2: An Efficient Application-Aware Storage System for Big Data Processing in Heterogeneous Clusters. ICCCN (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)
Jiayin Wang, Teng Wang, Zhengyu Yang, Ying Mao, Ningfang Mi, Bo Sheng
SEINA: A stealthy and effective internal attack in Hadoop systems. ICNC (2017)
Rundong Li, Ningfang Mi, Mirek Riedewald, Yizhou Sun, Yi Yao
A Case for Abstract Cost Models for Distributed Execution of Analytics Operators. DaWaK (2017)
Yi Yao, Jiayin Wang, Bo Sheng, Chiu C. Tan, Ningfang Mi
Self-Adjusting Slot Configurations for Homogeneous and Heterogeneous Hadoop Clusters. IEEE Trans. Cloud Comput. 5 (2) (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, Jiayin Wang, David Thomas Evans, Ningfang Mi
AutoReplica: Automatic data replica manager in distributed caching and data processing systems. IPCCC (2016)
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)
Zhengyu Yang, Manu Awasthi, Mrinmoy Ghosh, Ningfang Mi
A Fresh Perspective on Total Cost of Ownership Models for Flash Storage in Datacenters. CloudCom (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)
Yi Yao, Bo Sheng, Ningfang Mi
A new packet scheduling algorithm for access points in crowded WLANs. Ad Hoc Networks 36 (2016)
Yi Yao, Han Gao, Jiayin Wang, Ningfang Mi, Bo Sheng
OpERA: Opportunistic and Efficient Resource Allocation in Hadoop YARN by Harnessing Idle Resources. ICCCN (2016)
Jiayin Wang, Teng Wang, Zhengyu Yang, Ningfang Mi, Bo Sheng
eSplash: Efficient speculation in large scale heterogeneous computing systems. IPCCC (2016)
Yi Yao, Jianzhe Tai, Bo Sheng, Ningfang Mi
LsPS: A Job Size-Based Scheduler for Efficient Task Assignments in Hadoop. IEEE Trans. Cloud Comput. 3 (4) (2015)
Janki Bhimani, Miriam Leeser, Ningfang Mi
Accelerating K-Means clustering with parallel implementations and GPU computing. HPEC (2015)
Jianzhe Tai, Bo Sheng, Yi Yao, Ningfang Mi
SLA-aware data migration in a shared hybrid storage cluster. Clust. Comput. 18 (4) (2015)
Yi Yao, Jason Lin, Jiayin Wang, Ningfang Mi, Bo Sheng
Admission control in YARN clusters based on dynamic resource reservation. IM (2015)
Jiayin Wang, Yi Yao, Ying Mao, Bo Sheng, Ningfang Mi
OMO: Optimize MapReduce overlap with a good start (reduce) and a good finish (map). IPCCC (2015)
Jiayin Wang, Yi Yao, Ying Mao, Bo Sheng, Ningfang Mi
FRESH: Fair and Efficient Slot Configuration and Scheduling for Hadoop Clusters. IEEE CLOUD (2014)
Jianzhe Tai, Zhen Li, Jiahui Chen, Ningfang Mi
Load balancing for cluster systems under heavy-tailed and temporal dependent workloads. Simul. Model. Pract. Theory 44 (2014)
Yufeng Wang, Chiu C. Tan, Ningfang Mi
Using Elasticity to Improve Inline Data Deduplication Storage Systems. IEEE CLOUD (2014)
Deng Liu, Ningfang Mi, Jianzhe Tai, Xiaoyun Zhu, Jack Lo
VFRM: Flash Resource Manager in VMware ESX Server. NOMS (2014)
Yi Yao, Jiayin Wang, Bo Sheng, Jason Lin, Ningfang Mi
HaSTE: Hadoop YARN Scheduling Based on Task-Dependency and Resource-Demand. IEEE CLOUD (2014)
Jianzhe Tai, Bo Sheng, Yi Yao, Ningfang Mi
Live Data Migration for Reducing SLA Violations in Multi-tiered Storage Systems. IC2E (2014)
Jake Roemer, Mark Groman, Zhengyu Yang, Yufeng Wang, Chiu C. Tan, Ningfang Mi
Improving Virtual Machine Migration via Deduplication. MASS (2014)
Yi Yao, Jianzhe Tai, Bo Sheng, Ningfang Mi
Scheduling heterogeneous MapReduce jobs for efficiency improvement in enterprise clusters. IM (2013)
Yi Yao, Jiayin Wang, Bo Sheng, Ningfang Mi
Using a Tunable Knob for Reducing Makespan of MapReduce Jobs in a Hadoop Cluster. IEEE CLOUD (2013)
Zhen Li, Jianzhe Tai, Jiahui Chen, Ningfang Mi
ADuS: Adaptive resource allocation in cluster systems under heavy-tailed and bursty workloads. ICC (2012)
Ningfang Mi, Giuliano Casale, Evgenia Smirni
ASIdE: Using Autocorrelation-Based Size Estimation for Scheduling Bursty Workloads. IEEE Trans. Netw. Serv. Manag. 9 (2) (2012)
Giuliano Casale, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
Dealing with Burstiness in Multi-Tier Applications: Models and Their Parameterization. IEEE Trans. Software Eng. 38 (5) (2012)
Juemin Zhang, Ningfang Mi, Jianzhe Tai, Waleed Meleis
Decentralized Scheduling of Bursty Workload on Computing Grids. ICC (2011)
Jianzhe Tai, Juemin Zhang, Jun Li, Waleed Meleis, Ningfang Mi
ArA: Adaptive resource allocation for cloud computing environments under bursty workloads. IPCCC (2011)
Yi Yao, Bo Sheng, Ningfang Mi
DAT: An AP scheduler using dynamically adjusted time windows for crowded WLANs. IPCCC (2011)
Ningfang Mi, Giuliano Casale, Ludmila Cherkasova, Evgenia Smirni
Sizing multi-tier systems with temporal dependence: benchmarks and analytic models. J. Internet Serv. Appl. 1 (2) (2010)
Giuliano Casale, Ningfang Mi, Evgenia Smirni
CWS: a model-driven scheduling policy for correlated workloads. SIGMETRICS (2010)
Andrew Caniff, Lei Lu, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
Efficient resource allocation and power saving in multi-tiered systems. WWW (2010)
Lei Lu, Ludmila Cherkasova, Vittoria De Nitto Persone, Ningfang Mi, Evgenia Smirni
AWAIT: Efficient Overload Management for Busy Multi-tier Web Services under Bursty Workloads. ICWE (2010)
Giuliano Casale, Ningfang Mi, Evgenia Smirni
Model-Driven System Capacity Planning under Workload Burstiness. IEEE Trans. Computers 59 (1) (2010)
Andrew Caniff, Lei Lu, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
Fastrack for taming burstiness and saving power in multi-tiered systems. International Teletraffic Congress (2010)
Ningfang Mi, Giuliano Casale, Qi Zhang, Alma Riska, Evgenia Smirni
Autocorrelation-driven load control in distributed systems. MASCOTS (2009)
Ningfang Mi, Giuliano Casale, Ludmila Cherkasova, Evgenia Smirni
Injecting realistic burstiness to a traditional client-server benchmark. ICAC (2009)
Ludmila Cherkasova, Kivanc M. Ozonat, Ningfang Mi, Julie Symons, Evgenia Smirni
Automated anomaly detection and performance modeling of enterprise applications. ACM Trans. Comput. Syst. 27 (3) (2009)
Ningfang Mi, Alma Riska, Qi Zhang, Evgenia Smirni, Erik Riedel
Efficient management of idleness in storage systems. ACM Trans. Storage 5 (2) (2009)
Ningfang Mi, Alma Riska, Xin Li, Evgenia Smirni, Erik Riedel
Restrained utilization of idleness for transparent scheduling of background tasks. SIGMETRICS/Performance (2009)
Alma Riska, Ningfang Mi, Evgenia Smirni, Giuliano Casale
Feasibility regions: exploiting tradeoffs between power and performance in disk drives. SIGMETRICS Perform. Evaluation Rev. 37 (3) (2009)
Ludmila Cherkasova, Kivanc M. Ozonat, Ningfang Mi, Julie Symons, Evgenia Smirni
Anomaly? application change? or workload change? towards automated detection of application performance anomaly and change. DSN (2008)
Ningfang Mi, Alma Riska, Evgenia Smirni, Erik Riedel
Enhancing data availability in disk drives through background activities. DSN (2008)
Ningfang Mi, Giuliano Casale, Evgenia Smirni
Scheduling for performance and availability in systems with temporal dependent workloads. DSN (2008)
Giuliano Casale, Ningfang Mi, Evgenia Smirni
Bound analysis of closed queueing networks with workload burstiness. SIGMETRICS (2008)
Giuliano Casale, Ningfang Mi, Evgenia Smirni
Versatile models of systems using map queueing networks. IPDPS (2008)
Giuliano Casale, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
How to parameterize models with bursty workloads. SIGMETRICS Perform. Evaluation Rev. 36 (2) (2008)
Qi Zhang, Ningfang Mi, Alma Riska, Evgenia Smirni
Performance-Guided Load (Un)balancing under Autocorrelated Flows. IEEE Trans. Parallel Distributed Syst. 19 (5) (2008)
Qi Zhang, Ludmila Cherkasova, Ningfang Mi, Evgenia Smirni
A regression-based analytic model for capacity planning of multi-tier applications. Clust. Comput. 11 (3) (2008)
Ningfang Mi, Giuliano Casale, Ludmila Cherkasova, Evgenia Smirni
Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models. Middleware (2008)
Ningfang Mi, Ludmila Cherkasova, Kivanc M. Ozonat, Julie Symons, Evgenia Smirni
Analysis of application performance and its change via representative application signatures. NOMS (2008)
Ningfang Mi, Qi Zhang, Alma Riska, Evgenia Smirni, Erik Riedel
Performance impacts of autocorrelated flows in multi-tiered systems. Perform. Evaluation 64 (9-12) (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ningfang Mi