Polygonal Path Approximation: A Query Based Approach. - Ovidiu Daescu; Ningfang Mi (ISAAC, 2003)

Polygonal path simplification with angle constraints. - Danny Z. Chen; Ovidiu Daescu; John Hershberger 001; Peter M. Kogge; Ningfang Mi; Jack Snoeyink (Comput. Geom., 2005)

Polygonal chain approximation: a query based approach. - Ovidiu Daescu; Ningfang Mi (Comput. Geom., 2005)

Evaluating the Performability of Systems with Background Jobs. - Qi Zhang 012; Ningfang Mi; Evgenia Smirni; Alma Riska; Erik Riedel (DSN, 2006)

Load Unbalancing to Improve Performance under Autocorrelated Traffic. - Qi Zhang 012; Ningfang Mi; Alma Riska; Evgenia Smirni (ICDCS, 2006)

Load Balancing for Performance Differentiation in Dual-Priority Clustered Servers. - Ningfang Mi; Qi Zhang 012; Alma Riska; Evgenia Smirni (QEST, 2006)

Farthest-point queries with geometric and combinatorial constraints. - Ovidiu Daescu; Ningfang Mi; Chan-Su Shin; Alexander Wolff 001 (Comput. Geom., 2006)

New Results on the Performance Effects of Autocorrelated Flows in Systems. - Evgenia Smirni; Qi Zhang 012; Ningfang Mi; Alma Riska; Giuliano Casale (IPDPS, 2007)

Efficient management of idleness in systems. - Ningfang Mi; Alma Riska; Qi Zhang 012; Evgenia Smirni; Erik Riedel (SIGMETRICS, 2007)

Performance impacts of autocorrelated flows in multi-tiered systems. - Ningfang Mi; Qi Zhang 012; Alma Riska; Evgenia Smirni; Erik Riedel (Perform. Evaluation, 2007)

Performance impacts of autocorrelated flows in multi-tiered systems. - Ningfang Mi (SIGMETRICS Perform. Evaluation Rev., 2007)

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 (DSN, 2008)

Scheduling for performance and availability in systems with temporal dependent workloads. - Ningfang Mi; Giuliano Casale; Evgenia Smirni (DSN, 2008)

Enhancing data availability in disk drives through background activities. - Ningfang Mi; Alma Riska; Evgenia Smirni; Erik Riedel (DSN, 2008)

Versatile models of systems using map queueing networks. - Giuliano Casale; Ningfang Mi; Evgenia Smirni (IPDPS, 2008)

Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models. - Ningfang Mi; Giuliano Casale; Ludmila Cherkasova; Evgenia Smirni (Middleware, 2008)

Analysis of application performance and its change via representative application signatures. - Ningfang Mi; Ludmila Cherkasova; Kivanc M. Ozonat; Julie Symons; Evgenia Smirni (NOMS, 2008)

Bound analysis of closed queueing networks with workload burstiness. - Giuliano Casale; Ningfang Mi; Evgenia Smirni (SIGMETRICS, 2008)

A regression-based analytic model for capacity planning of multi-tier applications. - Qi Zhang 012; Ludmila Cherkasova; Ningfang Mi; Evgenia Smirni (Clust. Comput., 2008)

How to parameterize models with bursty workloads. - Giuliano Casale; Ningfang Mi; Ludmila Cherkasova; Evgenia Smirni (SIGMETRICS Perform. Evaluation Rev., 2008)

Performance-Guided Load (Un)balancing under Autocorrelated Flows. - Qi Zhang 012; Ningfang Mi; Alma Riska; Evgenia Smirni (IEEE Trans. Parallel Distributed Syst., 2008)

Injecting realistic burstiness to a traditional client-server benchmark. - Ningfang Mi; Giuliano Casale; Ludmila Cherkasova; Evgenia Smirni (ICAC, 2009)

Autocorrelation-driven load control in distributed systems. - Ningfang Mi; Giuliano Casale; Qi Zhang 012; Alma Riska; Evgenia Smirni (MASCOTS, 2009)

Restrained utilization of idleness for transparent scheduling of background tasks. - Ningfang Mi; Alma Riska; Xin Li; Evgenia Smirni; Erik Riedel (SIGMETRICS/Performance, 2009)

Feasibility regions: exploiting tradeoffs between power and performance in disk drives. - Alma Riska; Ningfang Mi; Evgenia Smirni; Giuliano Casale (SIGMETRICS Perform. Evaluation Rev., 2009)

Automated anomaly detection and performance modeling of enterprise applications. - Ludmila Cherkasova; Kivanc M. Ozonat; Ningfang Mi; Julie Symons; Evgenia Smirni (ACM Trans. Comput. Syst., 2009)

Efficient management of idleness in storage systems. - Ningfang Mi; Alma Riska; Qi Zhang 012; Evgenia Smirni; Erik Riedel (ACM Trans. Storage, 2009)

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 (ICWE, 2010)

CWS: a model-driven scheduling policy for correlated workloads. - Giuliano Casale; Ningfang Mi; Evgenia Smirni (SIGMETRICS, 2010)

Fastrack for taming burstiness and saving power in multi-tiered systems. - Andrew Caniff; Lei Lu; Ningfang Mi; Ludmila Cherkasova; Evgenia Smirni (ITC, 2010)

Efficient resource allocation and power saving in multi-tiered systems. - Andrew Caniff; Lei Lu; Ningfang Mi; Ludmila Cherkasova; Evgenia Smirni (WWW, 2010)

Sizing multi-tier systems with temporal dependence: benchmarks and analytic models. - Ningfang Mi; Giuliano Casale; Ludmila Cherkasova; Evgenia Smirni (J. Internet Serv. Appl., 2010)

Model-Driven System Capacity Planning under Workload Burstiness. - Giuliano Casale; Ningfang Mi; Evgenia Smirni (IEEE Trans. Computers, 2010)

Decentralized Scheduling of Bursty Workload on Computing Grids. - Juemin Zhang; Ningfang Mi; Jianzhe Tai; Waleed Meleis (ICC, 2011)

ArA: Adaptive resource allocation for cloud computing environments under bursty workloads. - Jianzhe Tai; Juemin Zhang; Jun Li; Waleed Meleis; Ningfang Mi (IPCCC, 2011)

DAT: An AP scheduler using dynamically adjusted time windows for crowded WLANs. - Yi Yao; Bo Sheng; Ningfang Mi (IPCCC, 2011)

ADuS: Adaptive resource allocation in cluster systems under heavy-tailed and bursty workloads. - Zhen Li; Jianzhe Tai; Jiahui Chen; Ningfang Mi (ICC, 2012)

ASIdE: Using Autocorrelation-Based Size Estimation for Scheduling Bursty Workloads. - Ningfang Mi; Giuliano Casale; Evgenia Smirni (IEEE Trans. Netw. Serv. Manag., 2012)

Dealing with Burstiness in Multi-Tier Applications: Models and Their Parameterization. - Giuliano Casale; Ningfang Mi; Ludmila Cherkasova; Evgenia Smirni (IEEE Trans. Software Eng., 2012)

Using a Tunable Knob for Reducing Makespan of MapReduce Jobs in a Hadoop Cluster. - Yi Yao; Jiayin Wang; Bo Sheng; Ningfang Mi (IEEE CLOUD, 2013)

Scheduling heterogeneous MapReduce jobs for efficiency improvement in enterprise clusters. - Yi Yao; Jianzhe Tai; Bo Sheng; Ningfang Mi (IM, 2013)

Using Elasticity to Improve Inline Data Deduplication Storage Systems. - Yufeng Wang 007; Chiu C. Tan 001; Ningfang Mi (IEEE CLOUD, 2014)

FRESH: Fair and Efficient Slot Configuration and Scheduling for Hadoop Clusters. - Jiayin Wang; Yi Yao; Ying Mao 001; Bo Sheng; Ningfang Mi (IEEE CLOUD, 2014)

HaSTE: Hadoop YARN Scheduling Based on Task-Dependency and Resource-Demand. - Yi Yao; Jiayin Wang; Bo Sheng; Jason Lin; Ningfang Mi (IEEE CLOUD, 2014)

Live Data Migration for Reducing SLA Violations in Multi-tiered Storage Systems. - Jianzhe Tai; Bo Sheng; Yi Yao; Ningfang Mi (IC2E, 2014)

Improving Virtual Machine Migration via Deduplication. - Jake Roemer; Mark Groman; Zhengyu Yang 001; Yufeng Wang 007; Chiu C. Tan 001; Ningfang Mi (MASS, 2014)

VFRM: Flash Resource Manager in VMware ESX Server. - Deng Liu; Ningfang Mi; Jianzhe Tai; Xiaoyun Zhu; Jack Lo (NOMS, 2014)

Load balancing for cluster systems under heavy-tailed and temporal dependent workloads. - Jianzhe Tai; Zhen Li; Jiahui Chen; Ningfang Mi (Simul. Model. Pract. Theory, 2014)

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

Admission control in YARN clusters based on dynamic resource reservation. - Yi Yao; Jason Lin; Jiayin Wang; Ningfang Mi; Bo Sheng (IM, 2015)

OMO: Optimize MapReduce overlap with a good start (reduce) and a good finish (map). - Jiayin Wang; Yi Yao; Ying Mao 001; Bo Sheng; Ningfang Mi (IPCCC, 2015)

SLA-aware data migration in a shared hybrid storage cluster. - Jianzhe Tai; Bo Sheng; Yi Yao; Ningfang Mi (Clust. Comput., 2015)

LsPS: A Job Size-Based Scheduler for Efficient Task Assignments in Hadoop. - Yi Yao; Jianzhe Tai; Bo Sheng; Ningfang Mi (IEEE Trans. Cloud Comput., 2015)

A Fresh Perspective on Total Cost of Ownership Models for Flash Storage in Datacenters. - Zhengyu Yang 001; Manu Awasthi; Mrinmoy Ghosh; Ningfang Mi (CloudCom, 2016)

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

OpERA: Opportunistic and Efficient Resource Allocation in Hadoop YARN by Harnessing Idle Resources. - Yi Yao; Han Gao; Jiayin Wang; Ningfang Mi; Bo Sheng (ICCCN, 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)

eSplash: Efficient speculation in large scale heterogeneous computing systems. - Jiayin Wang; Teng Wang; Zhengyu Yang 001; Ningfang Mi; Bo Sheng (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)

AutoReplica: Automatic data replica manager in distributed caching and data processing systems. - Zhengyu Yang 001; Jiayin Wang; David Thomas Evans; Ningfang Mi (IPCCC, 2016)

A new packet scheduling algorithm for access points in crowded WLANs. - Yi Yao; Bo Sheng; Ningfang Mi (Ad Hoc Networks, 2016)

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

A Case for Abstract Cost Models for Distributed Execution of Analytics Operators. - Rundong Li 001; Ningfang Mi; Mirek Riedewald; Yizhou Sun; Yi Yao (DaWaK, 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; Zhengyu Yang 001; Janki Bhimani; Teng Wang; Jiayin Wang; Bo Sheng; Ningfang Mi (ICCCN, 2017)

EA2S2: An Efficient Application-Aware Storage System for Big Data Processing in Heterogeneous Clusters. - Teng Wang; Jiayin Wang; Son Nam Nguyen; Zhengyu Yang 001; Ningfang Mi; Bo Sheng (ICCCN, 2017)

SEINA: A stealthy and effective internal attack in Hadoop systems. - Jiayin Wang; Teng Wang; Zhengyu Yang 001; Ying Mao 001; Ningfang Mi; Bo Sheng (ICNC, 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)

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)

Improving Flash Resource Utilization at Minimal Management Cost in Virtualized Flash-Based Storage Systems. - Jianzhe Tai; Deng Liu; Zhengyu Yang 001; Xiaoyun Zhu; Jack Lo; Ningfang Mi (IEEE Trans. Cloud Comput., 2017)

Self-Adjusting Slot Configurations for Homogeneous and Heterogeneous Hadoop Clusters. - Yi Yao; Jiayin Wang; Bo Sheng; Chiu C. Tan 001; Ningfang Mi (IEEE Trans. Cloud Comput., 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)

owlBIT: Orchestrating Wireless Transmissions for Launching Big Data Platforms in an Internet of Things Environment. - Son Nam Nguyen; Teng Wang; Tengpeng Li; Xiaoqian Zhang; Bo Sheng; Ningfang Mi; Bin Zhao (IEEE CLOUD, 2018)

Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks. - Zhengyu Yang 001; Danlin Jia; Stratis Ioannidis; Ningfang Mi; Bo Sheng (IEEE CLOUD, 2018)

GEDetector: Early Detection of Gathering Events Based on Cluster Containment Join in Trajectory Streams. - Bin Zhao 002; Genlin Ji; Yu Yang; Zhaoyuan Yu; Xintao Liu; Ningfang Mi (EDBT, 2018)

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 (ICCCN, 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)

Abstract cost models for distributed data-intensive computations. - Rundong Li 001; Ningfang Mi; Mirek Riedewald; Yizhou Sun; Yi Yao (Distributed Parallel Databases, 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)

RITA: Efficient Memory Allocation Scheme for Containerized Parallel Systems to Improve Data Processing Latency. - Danlin Jia; Mahsa Bayati; Ron Lee; Ningfang Mi (CLOUD, 2020)

Exploiting GPU Direct Access to Non-Volatile Memory to Accelerate Big Data Processing. - Mahsa Bayati; Miriam Leeser; Ningfang Mi (HPEC, 2020)

Deploying Network Key-Value SSDs to Disaggregate Resources in Big Data Processing Frameworks. - Mahsa Bayati; Harsh Roogi; Ron Lee; Ningfang Mi (IPCCC, 2020)

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

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 (IPCCC, 2021)

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

Optimizing Internal Overlaps by Self-Adjusting Resource Allocation in Multi-Stage Computing Systems. - Allen Yang; Jiayin Wang; Ying Mao 001; Yi Yao; Ningfang Mi; Bo Sheng (IEEE Access, 2021)

New YARN Non-Exclusive Resource Management Scheme through Opportunistic Idle Resource Assignment. - Zhengyu Yang 001; Yi Yao; Han Gao; Jiayin Wang; Ningfang Mi; Bo Sheng (IEEE Trans. Cloud Comput., 2021)

New Scheduling Algorithms for Improving Performance and Resource Utilization in Hadoop YARN Clusters. - Yi Yao; Han Gao; Jiayin Wang; Bo Sheng; Ningfang Mi (IEEE Trans. Cloud Comput., 2021)

A Data-Loader Tunable Knob to Shorten GPU Idleness for Distributed Deep Learning. - Danlin Jia; Geng Yuan; Xue Lin 001; Ningfang Mi (CLOUD, 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)

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

DIRS: Dynamic Initial Rate Setting in Congestion Control for Disaggregated Storage Systems. - Xiaoqian Zhang; Allen Yang; Danlin Jia; Li Wang; Mahsa Bayati; Pradeep Subedi; Xuebin Yao; Bo Sheng; Ningfang Mi (ICNC, 2023)

SRC: Mitigate I/O Throughput Degradation in Network Congestion Control of Disaggregated Storage Systems. - Danlin Jia; Yiming Xie; Li Wang; Xiaoqian Zhang; Allen Yang; Xuebin Yao; Mahsa Bayati; Pradeep Subedi; Bo Sheng; Ningfang Mi (IPDPS, 2023)

Performance Analysis of Data Processing in Distributed File Systems with Near Data Processing. - Shiyue Hou; Nathan R. Tallent; Li Wang; Ningfang Mi (ISNCC, 2024)

Uncovering the Impact of Bursty Workloads on System Performance in Serverless Computing. - Li Wang; Shiyue Hou; Yiming Xie; Ningfang Mi (ISNCC, 2024)

Adaptive Homogeneity-Based Client Selection Policy for Federated Learning. - Yiming Xie; Pinrui Yu; Geng Yuan; Xue Lin 001; Ningfang Mi (ISNCC, 2024)

Advancing Serverless Computing for Scalable AI Model Inference: Challenges and Opportunities. - Li Wang 122; Yankai Jiang 002; Ningfang Mi (WOSC@Middleware, 2024)

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)

A Data-Loader Tunable Knob to Shorten GPU Idleness for Distributed Deep Learning. - Danlin Jia; Geng Yuan; Yiming Xie; Xue Lin 001; Ningfang Mi (ACM Trans. Archit. Code Optim., 2024)