Li Zhang

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 25

Top Venues

SIGMETRICS Perform. Evaluation Rev.

ICAC

INFOCOM

CoRR

Publications

Marco Lattuada, Eugenio Gianniti, Danilo Ardagna, Li Zhang
Performance prediction of deep learning applications training in GPU as a service systems. Clust. Comput. 25 (2) (2022)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
Providing Performance Guarantees for Cloud-Deployed Applications. IEEE Trans. Cloud Comput. 8 (1) (2020)
Eugenio Gianniti, Li Zhang, Danilo Ardagna
Performance Prediction of GPU-based Deep Learning Applications. CLOSER (2019)
Arezoo Jahani, Marco Lattuada, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi, Li Zhang
Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training. ICCCS (2019)
Eugenio Gianniti, Li Zhang, Danilo Ardagna
Performance Prediction of GPU-Based Deep Learning Applications. SBAC-PAD (2018)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
Model-driven optimal resource scaling in cloud. Softw. Syst. Model. 17 (2) (2018)
Wei Zhang, Minwei Feng, Yunhui Zheng, Yufei Ren, Yandong Wang, Ji Liu, Peng Liu, Bing Xiang, Li Zhang, Bowen Zhou, Fei Wang
GaDei: On Scale-Up Training as a Service for Deep Learning. ICDM (2017)
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, Yufei Ren, Florian Rosenberg, Seetharami R. Seelam, Yandong Wang, Jian Ming Zhang, Li Zhang
IBM Deep Learning Service. CoRR (2017)
Min Li, Jian Tan, Yandong Wang, Li Zhang, Valentina Salapura
SparkBench: a spark benchmarking suite characterizing large-scale in-memory data analytics. Clust. Comput. 20 (3) (2017)
Yufei Ren, Xingbo Wu, Li Zhang, Yandong Wang, Wei Zhang, Zijun Wang, Michel Hack, Song Jiang
iRDMA: Efficient Use of RDMA in Distributed Deep Learning Systems. HPCC/SmartCity/DSS (2017)
Yandong Wang, Li Zhang, Yufei Ren, Wei Zhang
Nexus: Bringing Efficient and Scalable Training to Deep Learning Frameworks. MASCOTS (2017)
Yandong Wang, Li Zhang, Michel Hack, Yufei Ren, Min Li
Lightweight Replication Through Remote Backup Memory Sharing for In-memory Key-Value Stores. MASCOTS (2017)
Anshul Gandhi, Sidhartha Thota, Parijat Dube, Andrzej Kochut, Li Zhang
Autoscaling for Hadoop Clusters. IC2E (2016)
Xingbo Wu, Li Zhang, Yandong Wang, Yufei Ren, Michel Hack, Song Jiang
zExpander: a key-value cache with both high performance and fewer misses. EuroSys (2016)
Xingbo Wu, Fan Ni, Li Zhang, Yandong Wang, Yufei Ren, Michel Hack, Zili Shao, Song Jiang
NVMcached: An NVM-based Key-Value Cache. APSys (2016)
Wei Zhang, Minwei Feng, Yunhui Zheng, Yufei Ren, Yandong Wang, Ji Liu, Peng Liu, Bing Xiang, Li Zhang, Bowen Zhou
GaDei: On Scale-up Training As A Service For Deep Learning. CoRR (2016)
Luna Xu, Min Li, Li Zhang, Ali Raza Butt, Yandong Wang, Zane Zhenhua Hu
MEMTUNE: Dynamic Memory Management for In-Memory Data Analytic Platforms. IPDPS (2016)
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
MapTask Scheduling in MapReduce With Data Locality: Throughput and Heavy-Traffic Optimality. IEEE/ACM Trans. Netw. 24 (1) (2016)
Giovanni Paolo Gibilisco, Min Li, Li Zhang, Danilo Ardagna
Stage Aware Performance Modeling of DAG Based in Memory Analytic Platforms. CLOUD (2016)
Jian Tan, Li Zhang, Yandong Wang
Miss behavior for caching with lease. SIGMETRICS Perform. Evaluation Rev. 43 (2) (2015)
Yandong Wang, Li Zhang, Jian Tan, Min Li, Yuqing Gao, Xavier Guerin, Xiaoqiao Meng, Shicong Meng
HydraDB: a resilient RDMA-driven key-value middleware for in-memory cluster computing. SC (2015)
Jian Tan, Li Zhang, Min Li, Yandong Wang
Multi-resource Fair Sharing for Multiclass Workflows. SIGMETRICS Perform. Evaluation Rev. 42 (4) (2015)
Enrique Mallada, Xiaoqiao Meng, Michel Hack, Li Zhang, Ao Tang
Skewless Network Clock Synchronization Without Discontinuity: Convergence and Performance. IEEE/ACM Trans. Netw. 23 (5) (2015)
Min Li, Jian Tan, Yandong Wang, Li Zhang, Valentina Salapura
SparkBench: a comprehensive benchmarking suite for in memory data analytic platform Spark. Conf. Computing Frontiers (2015)
Anshul Gandhi, Parijat Dube, Andrzej Kochut, Li Zhang
Model-Driven Autoscaling for Hadoop Clusters. ICAC (2015)
Jian Tan, Yandong Wang, Weikuan Yu, Li Zhang
Non-work-conserving effects in MapReduce: diffusion limit and criticality. SIGMETRICS (2014)
Enrique Mallada, Xiaoqiao Meng, Michel Hack, Li Zhang, Ao Tang
Skewless Network Clock Synchronization Without Discontinuity: Convergence and Performance. CoRR (2014)
Min Li, Liangzhao Zeng, Shicong Meng, Jian Tan, Li Zhang, Ali Raza Butt, Nicholas C. Fuller
MRONLINE: MapReduce online performance tuning. HPDC (2014)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
Modeling the Impact of Workload on Cloud Resource Scaling. SBAC-PAD (2014)
Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
Adaptive, Model-driven Autoscaling for Cloud Applications. ICAC (2014)
Yandong Wang, Xiaoqiao Meng, Li Zhang, Jian Tan
C-Hint: An Effective and Reliable Cache Management for RDMA-Accelerated Key-Value Stores. SoCC (2014)
Hanhua Feng, Parijat Dube, Li Zhang
Estimating life-time distribution by observing population continuously. Perform. Evaluation 79 (2014)
Jian Tan, Alicia Chin, Zane Zhenhua Hu, Yonggang Hu, Shicong Meng, Xiaoqiao Meng, Li Zhang
DynMR: dynamic MapReduce with ReduceTask interleaving and MapTask backfilling. EuroSys (2014)
Jian Tan, Xiaoqiao Meng, Li Zhang
Coupling task progress for MapReduce resource-aware scheduling. INFOCOM (2013)
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality. INFOCOM (2013)
Li Zhang, Xiaoqiao Meng, Shicong Meng, Jian Tan
K-Scope: Online Performance Tracking for Dynamic Cloud Applications. ICAC (2013)
Bernardetta Addis, Danilo Ardagna, Barbara Panicucci, Mark S. Squillante, Li Zhang
A Hierarchical Approach for the Resource Management of Very Large Cloud Platforms. IEEE Trans. Dependable Secur. Comput. 10 (5) (2013)
Yuting Ji, Lang Tong, Ting He, Jian Tan, Kang-Won Lee, Li Zhang
Improving Multi-job MapReduce Scheduling in an Opportunistic Environment. IEEE CLOUD (2013)
Minghong Lin, Li Zhang, Adam Wierman, Jian Tan
Joint optimization of overlapping phases in MapReduce. SIGMETRICS Perform. Evaluation Rev. 41 (3) (2013)
Yandong Wang, Jian Tan, Weikuan Yu, Li Zhang, Xiaoqiao Meng, Xiaobing Li
Preemptive ReduceTask Scheduling for Fair and Fast Job Completion. ICAC (2013)
Jian Tan, Shicong Meng, Xiaoqiao Meng, Li Zhang
Improving ReduceTask data locality for sequential MapReduce jobs. INFOCOM (2013)
Enrique Mallada, Xiaoqiao Meng, Michel Hack, Li Zhang, Ao Tang
Skewless network clock synchronization. ICNP (2013)
Minghong Lin, Li Zhang, Adam Wierman, Jian Tan
Joint optimization of overlapping phases in MapReduce. Perform. Evaluation 70 (10) (2013)
Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
A throughput optimal algorithm for map task scheduling in mapreduce with data locality. SIGMETRICS Perform. Evaluation Rev. 40 (4) (2013)
Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens
Performance Modeling and Characterization of Large Last Level Caches. MASCOTS (2012)
Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens
Performance modeling and characterization of large last level caches. ISPASS (2012)
Jian Tan, Hanhua Feng, Xiaoqiao Meng, Li Zhang
Heavy-traffic analysis of cloud provisioning. International Teletraffic Congress (2012)
Jian Tan, Shicong Meng, Xiaoqiao Meng, Li Zhang
Delay asymptotics for heavy-tailed MapReduce jobs. Allerton Conference (2012)
Jian Tan, Xiaoqiao Meng, Li Zhang
Delay tails in MapReduce scheduling. SIGMETRICS (2012)
Jian Tan, Xiaoqiao Meng, Li Zhang
Coupling scheduler for MapReduce/Hadoop. HPDC (2012)
Enrique Mallada, Xiaoqiao Meng, Michel Hack, Li Zhang, Ao Tang
Skewless Network Clock Synchronization CoRR (2012)
Danilo Ardagna, Barbara Panicucci, Marco Trubian, Li Zhang
Energy-Aware Autonomic Resource Allocation in Multitier Virtualized Environments. IEEE Trans. Serv. Comput. 5 (1) (2012)
Jian Tan, Xiaoqiao Meng, Li Zhang
Performance analysis of Coupling Scheduler for MapReduce/Hadoop. INFOCOM (2012)
Seetharami Seelam, Yanbin Liu, Parijat Dube, Megumi Ito, Deniz Binay, Michael Dawson, Pramod Nagaraja, Graeme Johnson, Liana Fong, Michel Hack, Xiaoqiao Meng, Yuqing Gao, Li Zhang
Experiences in building and scaling an enterprise application on multicore systems. Concurr. Comput. Pract. Exp. 24 (2) (2012)
David Daly, Parijat Dube, Kaoutar El Maghraoui, Dan E. Poff, Li Zhang
A Hybrid Approach for Large Cache Performance Studies. QEST (2011)
Parijat Dube, Seetharami Seelam, Yanbin Liu, Megumi Ito, Thomas Ling, Michel Hack, Liana Fong, Graeme Johnson, Michael Dawson, Li Zhang, Yuqing Gao
A Tool for Scalable Profiling and Tracing of Java and Native Code Interactions. QEST (2011)
Jian Tan, Parijat Dube, Xiaoqiao Meng, Li Zhang
Exploiting Resource Usage Patterns for Better Utilization Prediction. ICDCS Workshops (2011)
Hanhua Feng, Parijat Dube, Li Zhang
On estimation problems for the G/G/∞ Queue. SIGMETRICS Perform. Evaluation Rev. 39 (3) (2011)
Meng Wang, Xiaoqiao Meng, Li Zhang
Consolidating virtual machines with dynamic bandwidth demand in data centers. INFOCOM (2011)
Parijat Dube, Jian Tan, Li Zhang
Identification and approximations for systems with multi-stage workflows. WSC (2011)
Parijat Dube, Li Zhang, David Daly, Alan Bivens
Performance of large low-associativity caches. SIGMETRICS Perform. Evaluation Rev. 37 (4) (2010)
Xiaoqiao Meng, Vasileios Pappas, Li Zhang
Improving the Scalability of Data Center Networks with Traffic-aware Virtual Machine Placement. INFOCOM (2010)
Danilo Ardagna, Mara Tanelli, Marco Lovera, Li Zhang
Black-box performance models for virtualized web service applications. WOSP/SIPEW (2010)
Xiaoqiao Meng, Canturk Isci, Jeffrey O. Kephart, Li Zhang, Eric Bouillet, Dimitrios E. Pendarakis
Efficient resource provisioning in compute clouds via VM multiplexing. ICAC (2010)
Bernardetta Addis, Danilo Ardagna, Barbara Panicucci, Li Zhang
Autonomic Management of Cloud Service Centers with Availability Guarantees. IEEE CLOUD (2010)
Parijat Dube, Michael Tsao, Dan E. Poff, Li Zhang, Alan Bivens
Program behavior characterization in large memory systems. ISPASS (2010)
Hanhua Feng, Cathy H. Xia, Zhen Liu, Li Zhang
Linear-speed interior-path algorithms for distributed control of information networks. Perform. Evaluation 67 (11) (2010)
Parijat Dube, Li Zhang
Resiliency of distributed clock synchronization networks. SIGMETRICS Perform. Evaluation Rev. 38 (2) (2010)
Dinesh Kumar, Asser N. Tantawi, Li Zhang
Real-time performance modeling for adaptive software systems with multi-class workload. MASCOTS (2009)
Zhen Liu, Ao Tang, Cathy H. Xia, Li Zhang
A decentralized control mechanism for stream processing networks. Ann. Oper. Res. 170 (1) (2009)
Dinesh Kumar, David P. Olshefski, Li Zhang
Connection and performance model driven optimization of pageview response time. MASCOTS (2009)
Dinesh Kumar, Li Zhang, Asser N. Tantawi
Enhanced inferencing: estimation of a workload dependent performance model. VALUETOOLS (2009)
Dinesh Kumar, Asser N. Tantawi, Li Zhang
Real-time performance modeling for adaptive software systems. VALUETOOLS (2009)
Mara Tanelli, Danilo Ardagna, Marco Lovera, Li Zhang
Model Identification for Energy-Aware Management of Web Service Systems. ICSOC (2008)
Eric Bouillet, Parijat Dube, David George, Zhen Liu, Dimitrios E. Pendarakis, Li Zhang
Distributed multi-layered workload synthesis for testing stream processing systems. WSC (2008)
Parijat Dube, Hao Yu, Li Zhang, José E. Moreira
Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments. MASCOTS (2007)
José E. Moreira, Maged M. Michael, Dilma Da Silva, Doron Shiloach, Parijat Dube, Li Zhang
Scalability of the Nutch search engine. ICS (2007)
Hao Yu, José E. Moreira, Parijat Dube, I-Hsin Chung, Li Zhang
Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments. IPDPS (2007)
Danilo Ardagna, Marco Trubian, Li Zhang
SLA based resource allocation policies in autonomic environments. J. Parallel Distributed Comput. 67 (3) (2007)
Ahmed Sobeih, Michel Hack, Zhen Liu, Li Zhang
Almost Peer-to-Peer Clock Synchronization. IPDPS (2007)
Hanhua Feng, Zhen Liu, Cathy H. Xia, Li Zhang
Load shedding and distributed resource control of stream processing networks. Perform. Evaluation 64 (9-12) (2007)
Cathy H. Xia, James Broberg, Zhen Liu, Li Zhang
Distributed Resource Allocation in Stream Processing Systems. DISC (2006)
James Broberg, Zhen Liu, Cathy H. Xia, Li Zhang
A multicommodity flow model for distributed stream processing. SIGMETRICS/Performance (2006)
Ao Tang, Zhen Liu, Cathy H. Xia, Li Zhang
Distributed Resource Allocation for Stream Data Processing. HPCC (2006)
Cathy H. Xia, Zhen Liu, Mark S. Squillante, Li Zhang, Naceur Malouch
Web traffic modeling at finer time scales and performance implications. Perform. Evaluation 61 (2-3) (2005)
Wuqin Lin, Zhen Liu, Cathy H. Xia, Li Zhang
Optimal capacity allocation for Web systems with end-to-end delay guarantees. Perform. Evaluation 62 (1-4) (2005)
Yantao Qiao, Songyu Yu, Pengcheng Su, Li Zhang
Research on an iterative algorithm of LS channel estimation in MIMO OFDM systems. IEEE Trans. Broadcast. 51 (1) (2005)
Danilo Ardagna, Marco Trubian, Li Zhang
SLA Based Profit Optimization in Multi-tier Systems. NCA (2005)
Wuqin Lin, Zhen Liu, Cathy H. Xia, Li Zhang
Cost minimization of multi-tiered e-business infrastructure with end-to-end delay guarantees. SIGMETRICS Perform. Evaluation Rev. 32 (2) (2004)
Jim Challenger, Paul Dantzig, Arun Iyengar, Mark S. Squillante, Li Zhang
Efficiently serving dynamic data at highly accessed web sites. IEEE/ACM Trans. Netw. 12 (2) (2004)
Bowei Xi, Zhen Liu, Mukund Raghavachari, Cathy H. Xia, Li Zhang
A smart hill-climbing algorithm for application server configuration. WWW (2004)
Li Zhang, Danilo Ardagna
SLA based profit optimization in autonomic computing systems. ICSOC (2004)
Li Zhang, Danilo Ardagna
SLA based profit optimization in web systems. WWW (Alternate Track Papers & Posters) (2004)
Anton Riabov, Zhen Liu, Li Zhang
Overlay Multicast Trees of Minimal Delay. ICDCS (2004)
Anton Riabov, Zhen Liu, Joel L. Wolf, Philip S. Yu, Li Zhang
New Algorithms for Content-Based Publication-Subscription Systems. ICDCS (2003)
Li Zhang, Zhen Liu, Anton Riabov, Monty Schulman, Cathy H. Xia, Fan Zhang
A Comprehensive Toolset for Workload Characterization, Performance Modeling, and Online Control. Computer Performance Evaluation / TOOLS (2003)
Cathy H. Xia, Zhen Liu, Mark S. Squillante, Li Zhang, Naceur Malouch
Traffic modeling and performance analysis of commercial web sites. SIGMETRICS Perform. Evaluation Rev. 30 (3) (2002)
Li Zhang, Zhen Liu, Cathy H. Xia
Clock Synchronization Algorithms for Network Measurements. INFOCOM (2002)
Zhen Liu, Mark S. Squillante, Cathy H. Xia, S. Yu, Li Zhang, Naceur Malouch, Paul Dantzig
Analysis of Caching Mechanisms from Sporting Event Web Sites. ASIAN (2002)
Mark S. Squillante, Cathy H. Xia, Li Zhang
Optimal scheduling in queuing network models of high-volume commercial web sites. Perform. Evaluation 47 (4) (2002)

Li Zhang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Li Zhang