A General Methodology for Characterizing Access Patterns and Analyzing Web Server Performance. - Arun Iyengar; Edward A. MacNair; Mark S. Squillante; Li Zhang 002 (MASCOTS, 1998)

Analysis of Job Arrival Patterns and Parallel Scheduling Performance. - Mark S. Squillante; David D. Yao; Li Zhang 002 (Perform. Evaluation, 1999)

Web traffic modeling and Web server performance analysis. - Mark S. Squillante; David D. Yao; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 1999)

The impact of job arrival patterns on parallel scheduling. - Mark S. Squillante; David D. Yao; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 1999)

Analysis and Characterization of Large-Scale Web Server Access Patterns and Performance. - Arun Iyengar; Mark S. Squillante; Li Zhang 002 (World Wide Web, 1999)

Threshold-based priority policies for parallel-server systems with affinity scheduling. - Mark S. Squillante; Cathy H. Xia; David D. Yao; Li Zhang 002 (ACC, 2001)

Analysis of queues under correlated arrivals with applications to web server performance. - Mark S. Squillante; Baffelly Woo; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2001)

Optimal scheduling in queueing network models of high-volume commercial web sites. - Mark S. Squillante; Cathy H. Xia; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2001)

Analysis of Caching Mechanisms from Sporting Event Web Sites. - Zhen Liu 001; Mark S. Squillante; Cathy H. Xia; S. Yu; Li Zhang 002; Naceur Malouch; Paul Dantzig (ASIAN, 2002)

Analysis of measurement data from sporting event Web sites. - Zhen Liu 001; Mark S. Squillante; Cathy H. Xia; S.-Z. Yu; Li Zhang 002; Naceur Malouch; Paul Dantzig (GLOBECOM, 2002)

Clustering Algorithms for Content-Based Publication-Subscription Systems. - Anton Riabov; Zhen Liu 001; Joel L. Wolf; Philip S. Yu; Li Zhang 002 (ICDCS, 2002)

Clock Synchronization Algorithms for Network Measurements. - Li Zhang 002; Zhen Liu 001; Cathy H. Xia (INFOCOM, 2002)

Workload Service Requirements Analysis: A Queueing Network Optimization Approach. - Li Zhang 002; Cathy H. Xia; Mark S. Squillante; W. Nathaniel Mills III (MASCOTS, 2002)

Optimal scheduling in queuing network models of high-volume commercial web sites. - Mark S. Squillante; Cathy H. Xia; Li Zhang 002 (Perform. Evaluation, 2002)

Traffic modeling and performance analysis of commercial web sites. - Cathy H. Xia; Zhen Liu 001; Mark S. Squillante; Li Zhang 002; Naceur Malouch (SIGMETRICS Perform. Evaluation Rev., 2002)

A Comprehensive Toolset for Workload Characterization, Performance Modeling, and Online Control. - Li Zhang 002; Zhen Liu 001; Anton Riabov; Monty Schulman; Cathy H. Xia; Fan Zhang (Computer Performance Evaluation / TOOLS, 2003)

New Algorithms for Content-Based Publication-Subscription Systems. - Anton Riabov; Zhen Liu 001; Joel L. Wolf; Philip S. Yu; Li Zhang 002 (ICDCS, 2003)

Overlay Multicast Trees of Minimal Delay. - Anton Riabov; Zhen Liu 001; Li Zhang 002 (ICDCS, 2004)

SLA based profit optimization in autonomic computing systems. - Li Zhang 002; Danilo Ardagna (ICSOC, 2004)

A smart hill-climbing algorithm for application server configuration. - Bowei Xi; Zhen Liu 001; Mukund Raghavachari; Cathy H. Xia; Li Zhang 002 (WWW, 2004)

SLA based profit optimization in web systems. - Li Zhang 002; Danilo Ardagna (WWW (Alternate Track Papers & Posters), 2004)

Cost minimization of multi-tiered e-business infrastructure with end-to-end delay guarantees. - Wuqin Lin; Zhen Liu 001; Cathy H. Xia; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2004)

Efficiently serving dynamic data at highly accessed web sites. - Jim Challenger; Paul Dantzig; Arun Iyengar; Mark S. Squillante; Li Zhang 002 (IEEE/ACM Trans. Netw., 2004)

SLA Based Profit Optimization in Multi-tier Systems. - Danilo Ardagna; Marco Trubian; Li Zhang 002 (NCA, 2005)

Optimal capacity allocation for Web systems with end-to-end delay guarantees. - Wuqin Lin; Zhen Liu 001; Cathy H. Xia; Li Zhang 002 (Perform. Evaluation, 2005)

Web traffic modeling at finer time scales and performance implications. - Cathy H. Xia; Zhen Liu 001; Mark S. Squillante; Li Zhang 002; Naceur Malouch (Perform. Evaluation, 2005)

Research on an iterative algorithm of LS channel estimation in MIMO OFDM systems. - Yantao Qiao; Songyu Yu; Pengcheng Su; Li Zhang 002 (IEEE Trans. Broadcast., 2005)

Distributed Resource Allocation for Stream Data Processing. - Ao Tang; Zhen Liu 001; Cathy H. Xia; Li Zhang 002 (HPCC, 2006)

A multicommodity flow model for distributed stream processing. - James Broberg; Zhen Liu 001; Cathy H. Xia; Li Zhang 002 (SIGMETRICS/Performance, 2006)

Distributed Resource Allocation in Stream Processing Systems. - Cathy H. Xia; James Broberg; Zhen Liu 001; Li Zhang 002 (DISC, 2006)

Scalability of the Nutch search engine. - José E. Moreira; Maged M. Michael; Dilma Da Silva; Doron Shiloach; Parijat Dube; Li Zhang 002 (ICS, 2007)

Almost Peer-to-Peer Clock Synchronization. - Ahmed Sobeih; Michel Hack; Zhen Liu 001; Li Zhang 002 (IPDPS, 2007)

Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments. - Hao Yu 008; José E. Moreira; Parijat Dube; I-Hsin Chung; Li Zhang 002 (IPDPS, 2007)

Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments. - Parijat Dube; Hao Yu 008; Li Zhang 002; José E. Moreira (MASCOTS, 2007)

SLA based resource allocation policies in autonomic environments. - Danilo Ardagna; Marco Trubian; Li Zhang 002 (J. Parallel Distributed Comput., 2007)

Load shedding and distributed resource control of stream processing networks. - Hanhua Feng; Zhen Liu 001; Cathy H. Xia; Li Zhang 002 (Perform. Evaluation, 2007)

Model Identification for Energy-Aware Management of Web Service Systems. - Mara Tanelli; Danilo Ardagna; Marco Lovera; Li Zhang 002 (ICSOC, 2008)

Distributed multi-layered workload synthesis for testing stream processing systems. - Eric Bouillet; Parijat Dube; David George; Zhen Liu 001; Dimitrios E. Pendarakis; Li Zhang 002 (WSC, 2008)

Connection and performance model driven optimization of pageview response time. - Dinesh Kumar; David P. Olshefski; Li Zhang 002 (MASCOTS, 2009)

Real-time performance modeling for adaptive software systems with multi-class workload. - Dinesh Kumar; Asser N. Tantawi; Li Zhang 002 (MASCOTS, 2009)

Run-time resource management in SOA virtualized environments. - Danilo Ardagna; Raffaela Mirandola; Marco Trubian; Li Zhang 002 (QUASOSS@ESEC/FSE, 2009)

Enhanced inferencing: estimation of a workload dependent performance model. - Dinesh Kumar; Li Zhang 002; Asser N. Tantawi (VALUETOOLS, 2009)

Real-time performance modeling for adaptive software systems. - Dinesh Kumar; Asser N. Tantawi; Li Zhang 002 (VALUETOOLS, 2009)

A decentralized control mechanism for stream processing networks. - Zhen Liu 001; Ao Tang; Cathy H. Xia; Li Zhang 002 (Ann. Oper. Res., 2009)

Autonomic Management of Cloud Service Centers with Availability Guarantees. - Bernardetta Addis; Danilo Ardagna; Barbara Panicucci; Li Zhang 002 (IEEE CLOUD, 2010)

Efficient resource provisioning in compute clouds via VM multiplexing. - Xiaoqiao Meng; Canturk Isci; Jeffrey O. Kephart; Li Zhang 002; Eric Bouillet; Dimitrios E. Pendarakis (ICAC, 2010)

Improving the Scalability of Data Center Networks with Traffic-aware Virtual Machine Placement. - Xiaoqiao Meng; Vasileios Pappas; Li Zhang 002 (INFOCOM, 2010)

Program behavior characterization in large memory systems. - Parijat Dube; Michael Tsao; Dan E. Poff; Li Zhang 002; Alan Bivens (ISPASS, 2010)

Black-box performance models for virtualized web service applications. - Danilo Ardagna; Mara Tanelli; Marco Lovera; Li Zhang 002 (WOSP/SIPEW, 2010)

Linear-speed interior-path algorithms for distributed control of information networks. - Hanhua Feng; Cathy H. Xia; Zhen Liu 001; Li Zhang 002 (Perform. Evaluation, 2010)

Resiliency of distributed clock synchronization networks. - Parijat Dube; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2010)

Performance of large low-associativity caches. - Parijat Dube; Li Zhang 002; David Daly; Alan Bivens (SIGMETRICS Perform. Evaluation Rev., 2010)

Exploiting Resource Usage Patterns for Better Utilization Prediction. - Jian Tan 001; Parijat Dube; Xiaoqiao Meng; Li Zhang 002 (ICDCS Workshops, 2011)

Consolidating virtual machines with dynamic bandwidth demand in data centers. - Meng Wang; Xiaoqiao Meng; Li Zhang 002 (INFOCOM, 2011)

A Hybrid Approach for Large Cache Performance Studies. - David Daly; Parijat Dube; Kaoutar El Maghraoui; Dan E. Poff; Li Zhang 002 (QEST, 2011)

A Tool for Scalable Profiling and Tracing of Java and Native Code Interactions. - Parijat Dube; Seetharami Seelam; Yanbin Liu; Megumi Ito; Thomas Ling; Michel Hack; Liana Fong; Graeme Johnson; Michael Dawson 001; Li Zhang 002; Yuqing Gao (QEST, 2011)

Identification and approximations for systems with multi-stage workflows. - Parijat Dube; Jian Tan 001; Li Zhang 002 (WSC, 2011)

On estimation problems for the G/G/∞ Queue. - Hanhua Feng; Parijat Dube; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2011)

Delay asymptotics for heavy-tailed MapReduce jobs. - Jian Tan 001; Shicong Meng; Xiaoqiao Meng; Li Zhang 002 (Allerton Conference, 2012)

Coupling scheduler for MapReduce/Hadoop. - Jian Tan 001; Xiaoqiao Meng; Li Zhang 002 (HPDC, 2012)

Performance analysis of Coupling Scheduler for MapReduce/Hadoop. - Jian Tan 001; Xiaoqiao Meng; Li Zhang 002 (INFOCOM, 2012)

Performance Modeling and Characterization of Large Last Level Caches. - Parijat Dube; Michael Tsao; Li Zhang 002; Alan Bivens (MASCOTS, 2012)

Delay tails in MapReduce scheduling. - Jian Tan 001; Xiaoqiao Meng; Li Zhang 002 (SIGMETRICS, 2012)

Heavy-traffic analysis of cloud provisioning. - Jian Tan 001; Hanhua Feng; Xiaoqiao Meng; Li Zhang 002 (ITC, 2012)

Experiences in building and scaling an enterprise application on multicore systems. - Seetharami Seelam; Yanbin Liu; Parijat Dube; Megumi Ito; Deniz Binay; Michael Dawson 001; Pramod Nagaraja; Graeme Johnson; Liana Fong; Michel Hack; Xiaoqiao Meng; Yuqing Gao; et al. (Concurr. Comput. Pract. Exp., 2012)

Energy-Aware Autonomic Resource Allocation in Multitier Virtualized Environments. - Danilo Ardagna; Barbara Panicucci; Marco Trubian; Li Zhang 002 (IEEE Trans. Serv. Comput., 2012)

Improving Multi-job MapReduce Scheduling in an Opportunistic Environment. - Yuting Ji; Lang Tong 001; Ting He 001; Jian Tan 001; Kang-Won Lee; Li Zhang 002 (IEEE CLOUD, 2013)

K-Scope: Online Performance Tracking for Dynamic Cloud Applications. - Li Zhang 002; Xiaoqiao Meng; Shicong Meng; Jian Tan 001 (ICAC, 2013)

Preemptive ReduceTask Scheduling for Fair and Fast Job Completion. - Yandong Wang; Jian Tan 001; Weikuan Yu; Li Zhang 002; Xiaoqiao Meng; Xiaobing Li (ICAC, 2013)

Skewless network clock synchronization. - Enrique Mallada; Xiaoqiao Meng; Michel Hack; Li Zhang 002; Ao Tang (ICNP, 2013)

Improving ReduceTask data locality for sequential MapReduce jobs. - Jian Tan 001; Shicong Meng; Xiaoqiao Meng; Li Zhang 002 (INFOCOM, 2013)

Coupling task progress for MapReduce resource-aware scheduling. - Jian Tan 001; Xiaoqiao Meng; Li Zhang 002 (INFOCOM, 2013)

Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality. - Weina Wang 001; Kai Zhu 002; Lei Ying 001; Jian Tan 001; Li Zhang 002 (INFOCOM, 2013)

Joint optimization of overlapping phases in MapReduce. - Minghong Lin; Li Zhang 002; Adam Wierman; Jian Tan 001 (Perform. Evaluation, 2013)

A throughput optimal algorithm for map task scheduling in mapreduce with data locality. - Weina Wang 001; Kai Zhu 002; Lei Ying 001; Jian Tan 001; Li Zhang 002 (SIGMETRICS Perform. Evaluation Rev., 2013)

A Hierarchical Approach for the Resource Management of Very Large Cloud Platforms. - Bernardetta Addis; Danilo Ardagna; Barbara Panicucci; Mark S. Squillante; Li Zhang 002 (IEEE Trans. Dependable Secur. Comput., 2013)

C-Hint: An Effective and Reliable Cache Management for RDMA-Accelerated Key-Value Stores. - Yandong Wang; Xiaoqiao Meng; Li Zhang 002; Jian Tan 001 (SoCC, 2014)

DynMR: dynamic MapReduce with ReduceTask interleaving and MapTask backfilling. - Jian Tan 001; Alicia Chin; Zane Zhenhua Hu; Yonggang Hu; Shicong Meng; Xiaoqiao Meng; Li Zhang 002 (EuroSys, 2014)

MRONLINE: MapReduce online performance tuning. - Min Li; Liangzhao Zeng; Shicong Meng; Jian Tan 001; Li Zhang 002; Ali Raza Butt; Nicholas C. Fuller (HPDC, 2014)

Adaptive, Model-driven Autoscaling for Cloud Applications. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Li Zhang 002 (ICAC, 2014)

Modeling the Impact of Workload on Cloud Resource Scaling. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Li Zhang 002 (SBAC-PAD, 2014)

Non-work-conserving effects in MapReduce: diffusion limit and criticality. - Jian Tan 001; Yandong Wang; Weikuan Yu; Li Zhang 002 (SIGMETRICS, 2014)

Estimating life-time distribution by observing population continuously. - Hanhua Feng; Parijat Dube; Li Zhang 002 (Perform. Evaluation, 2014)

SparkBench: a comprehensive benchmarking suite for in memory data analytic platform Spark. - Min Li; Jian Tan 001; Yandong Wang; Li Zhang 002; Valentina Salapura (Conf. Computing Frontiers, 2015)

Model-Driven Autoscaling for Hadoop Clusters. - Anshul Gandhi; Parijat Dube; Andrzej Kochut; Li Zhang 002 (ICAC, 2015)

Information sharing in distributed stochastic bandits. - Swapna Buccapatnam; Jian Tan 001; Li Zhang 002 (INFOCOM, 2015)

HydraDB: a resilient RDMA-driven key-value middleware for in-memory cluster computing. - Yandong Wang; Li Zhang 002; Jian Tan 001; Min Li; Yuqing Gao; Xavier Guerin; Xiaoqiao Meng; Shicong Meng (SC, 2015)

Multi-resource Fair Sharing for Multiclass Workflows. - Jian Tan 001; Li Zhang 002; Min Li; Yandong Wang (SIGMETRICS Perform. Evaluation Rev., 2015)

Miss behavior for caching with lease. - Jian Tan 001; Li Zhang 002; Yandong Wang (SIGMETRICS Perform. Evaluation Rev., 2015)

Skewless Network Clock Synchronization Without Discontinuity: Convergence and Performance. - Enrique Mallada; Xiaoqiao Meng; Michel Hack; Li Zhang 002; Ao Tang (IEEE/ACM Trans. Netw., 2015)

Stage Aware Performance Modeling of DAG Based in Memory Analytic Platforms. - Giovanni Paolo Gibilisco; Min Li; Li Zhang 002; Danilo Ardagna (CLOUD, 2016)

NVMcached: An NVM-based Key-Value Cache. - Xingbo Wu; Fan Ni; Li Zhang 002; Yandong Wang; Yufei Ren; Michel Hack; Zili Shao; Song Jiang 001 (APSys, 2016)

zExpander: a key-value cache with both high performance and fewer misses. - Xingbo Wu; Li Zhang 002; Yandong Wang; Yufei Ren; Michel Hack; Song Jiang 001 (EuroSys, 2016)

Autoscaling for Hadoop Clusters. - Anshul Gandhi; Sidhartha Thota; Parijat Dube; Andrzej Kochut; Li Zhang 002 (IC2E, 2016)

MEMTUNE: Dynamic Memory Management for In-Memory Data Analytic Platforms. - Luna Xu; Min Li; Li Zhang 002; Ali Raza Butt; Yandong Wang; Zane Zhenhua Hu (IPDPS, 2016)

GaDei: On Scale-up Training As A Service For Deep Learning. - Wei Zhang 057; Minwei Feng; Yunhui Zheng; Yufei Ren; Yandong Wang; Ji Liu; Peng Liu 010; Bing Xiang; Li Zhang 002; Bowen Zhou 002 (CoRR, 2016)

MapTask Scheduling in MapReduce With Data Locality: Throughput and Heavy-Traffic Optimality. - Weina Wang 001; Kai Zhu 002; Lei Ying 001; Jian Tan 001; Li Zhang 002 (IEEE/ACM Trans. Netw., 2016)

iRDMA: Efficient Use of RDMA in Distributed Deep Learning Systems. - Yufei Ren; Xingbo Wu; Li Zhang 002; Yandong Wang; Wei Zhang 057; Zijun Wang; Michel Hack; Song Jiang 001 (HPCC/SmartCity/DSS, 2017)

GaDei: On Scale-Up Training as a Service for Deep Learning. - Wei Zhang 057; Minwei Feng; Yunhui Zheng; Yufei Ren; Yandong Wang; Ji Liu; Peng Liu 010; Bing Xiang; Li Zhang 002; Bowen Zhou 002; Fei Wang 001 (ICDM, 2017)

Lightweight Replication Through Remote Backup Memory Sharing for In-memory Key-Value Stores. - Yandong Wang; Li Zhang 002; Michel Hack; Yufei Ren; Min Li (MASCOTS, 2017)

Nexus: Bringing Efficient and Scalable Training to Deep Learning Frameworks. - Yandong Wang; Li Zhang 002; Yufei Ren; Wei Zhang 057 (MASCOTS, 2017)

SparkBench: a spark benchmarking suite characterizing large-scale in-memory data analytics. - Min Li; Jian Tan 001; Yandong Wang; Li Zhang 002; Valentina Salapura (Clust. Comput., 2017)

IBM Deep Learning Service. - Bishwaranjan Bhattacharjee; Scott Boag; Chandani Doshi; Parijat Dube; Ben Herta; Vatche Ishakian; K. R. Jayaram; Rania Khalaf; Avesh Krishna; Yu Bo Li; Vinod Muthusamy; Ruchir Puri; et al. (CoRR, 2017)

IBM Deep Learning Service. - Bishwaranjan Bhattacharjee; Scott Boag; Chandani Doshi; Parijat Dube; Ben Herta; Vatche Ishakian; K. R. Jayaram; Rania Khalaf; Avesh Krishna; Yu Bo Li; Vinod Muthusamy; Ruchir Puri; et al. (IBM J. Res. Dev., 2017)

Model-driven optimal resource scaling in cloud. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Li Zhang 002 (Softw. Syst. Model., 2018)

Performance Prediction of GPU-based Deep Learning Applications. - Eugenio Gianniti; Li Zhang 002; Danilo Ardagna (CLOSER, 2019)

Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training. - Arezoo Jahani; Marco Lattuada 001; Michele Ciavotta; Danilo Ardagna; Edoardo Amaldi; Li Zhang 002 (ICCCS, 2019)

Providing Performance Guarantees for Cloud-Deployed Applications. - Anshul Gandhi; Parijat Dube; Alexei A. Karve; Andrzej Kochut; Li Zhang 002 (IEEE Trans. Cloud Comput., 2020)

Performance prediction of deep learning applications training in GPU as a service systems. - Marco Lattuada 001; Eugenio Gianniti; Danilo Ardagna; Li Zhang 002 (Clust. Comput., 2022)