Li Zhang - RankMe

114 papers A* 12A 16B 15C 5Misc 2Journal 40Unranked 24

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Performance prediction of deep learning applications training in GPU as a service systems. Clust. Comput. Marco Lattuada, Eugenio Gianniti, Danilo Ardagna, Li Zhang
2020	J	`jnl`	Providing Performance Guarantees for Cloud-Deployed Applications. IEEE Trans. Cloud Comput. Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
2019	—	`conf`	Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training. ICCCS Arezoo Jahani, Marco Lattuada, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi, Li Zhang
2019	C	`conf`	Performance Prediction of GPU-based Deep Learning Applications. CLOSER Eugenio Gianniti, Li Zhang, Danilo Ardagna
2018	J	`jnl`	Model-driven optimal resource scaling in cloud. Softw. Syst. Model. Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
2018	C	`conf`	Performance Prediction of GPU-Based Deep Learning Applications. SBAC-PAD Eugenio Gianniti, Li Zhang, Danilo Ardagna
2017	A*	`conf`	GaDei: On Scale-Up Training as a Service for Deep Learning. ICDM Wei Zhang, Minwei Feng, Yunhui Zheng, Yufei Ren, Yandong Wang, Ji Liu, Peng Liu, Bing Xiang, Li Zhang, Bowen Zhou, Fei Wang
2017	J	`jnl`	IBM Deep Learning Service. CoRR 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
2017	J	`jnl`	IBM Deep Learning Service. IBM J. Res. Dev. 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, Yi Wang, Jian Ming Zhang, Li Zhang
2017	B	`conf`	Lightweight Replication Through Remote Backup Memory Sharing for In-memory Key-Value Stores. MASCOTS Yandong Wang, Li Zhang, Michel Hack, Yufei Ren, Min Li
2017	B	`conf`	Nexus: Bringing Efficient and Scalable Training to Deep Learning Frameworks. MASCOTS Yandong Wang, Li Zhang, Yufei Ren, Wei Zhang
2017	J	`jnl`	SparkBench: a spark benchmarking suite characterizing large-scale in-memory data analytics. Clust. Comput. Min Li, Jian Tan, Yandong Wang, Li Zhang, Valentina Salapura
2017	—	`conf`	iRDMA: Efficient Use of RDMA in Distributed Deep Learning Systems. HPCC/SmartCity/DSS Yufei Ren, Xingbo Wu, Li Zhang, Yandong Wang, Wei Zhang, Zijun Wang, Michel Hack, Song Jiang
2016	B	`conf`	Autoscaling for Hadoop Clusters. IC2E Anshul Gandhi, Sidhartha Thota, Parijat Dube, Andrzej Kochut, Li Zhang
2016	J	`jnl`	GaDei: On Scale-up Training As A Service For Deep Learning. CoRR Wei Zhang, Minwei Feng, Yunhui Zheng, Yufei Ren, Yandong Wang, Ji Liu, Peng Liu, Bing Xiang, Li Zhang, Bowen Zhou
2016	A	`conf`	MEMTUNE: Dynamic Memory Management for In-Memory Data Analytic Platforms. IPDPS Luna Xu, Min Li, Li Zhang, Ali Raza Butt, Yandong Wang, Zane Zhenhua Hu
2016	J	`jnl`	MapTask Scheduling in MapReduce With Data Locality: Throughput and Heavy-Traffic Optimality. IEEE/ACM Trans. Netw. Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
2016	—	`conf`	NVMcached: An NVM-based Key-Value Cache. APSys Xingbo Wu, Fan Ni, Li Zhang, Yandong Wang, Yufei Ren, Michel Hack, Zili Shao, Song Jiang
2016	B	`conf`	Stage Aware Performance Modeling of DAG Based in Memory Analytic Platforms. CLOUD Giovanni Paolo Gibilisco, Min Li, Li Zhang, Danilo Ardagna
2016	A	`conf`	zExpander: a key-value cache with both high performance and fewer misses. EuroSys Xingbo Wu, Li Zhang, Yandong Wang, Yufei Ren, Michel Hack, Song Jiang
2015	A	`conf`	HydraDB: a resilient RDMA-driven key-value middleware for in-memory cluster computing. SC Yandong Wang, Li Zhang, Jian Tan, Min Li, Yuqing Gao, Xavier Guerin, Xiaoqiao Meng, Shicong Meng
2015	A*	`conf`	Information sharing in distributed stochastic bandits. INFOCOM Swapna Buccapatnam, Jian Tan, Li Zhang
2015	J	`jnl`	Miss behavior for caching with lease. SIGMETRICS Perform. Evaluation Rev. Jian Tan, Li Zhang, Yandong Wang
2015	—	`conf`	Model-Driven Autoscaling for Hadoop Clusters. ICAC Anshul Gandhi, Parijat Dube, Andrzej Kochut, Li Zhang
2015	J	`jnl`	Multi-resource Fair Sharing for Multiclass Workflows. SIGMETRICS Perform. Evaluation Rev. Jian Tan, Li Zhang, Min Li, Yandong Wang
2015	J	`jnl`	Skewless Network Clock Synchronization Without Discontinuity: Convergence and Performance. IEEE/ACM Trans. Netw. Enrique Mallada, Xiaoqiao Meng, Michel Hack, Li Zhang, Ao Tang
2015	—	`conf`	SparkBench: a comprehensive benchmarking suite for in memory data analytic platform Spark. Conf. Computing Frontiers Min Li, Jian Tan, Yandong Wang, Li Zhang, Valentina Salapura
2014	—	`conf`	Adaptive, Model-driven Autoscaling for Cloud Applications. ICAC Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
2014	—	`conf`	C-Hint: An Effective and Reliable Cache Management for RDMA-Accelerated Key-Value Stores. SoCC Yandong Wang, Xiaoqiao Meng, Li Zhang, Jian Tan
2014	A	`conf`	DynMR: dynamic MapReduce with ReduceTask interleaving and MapTask backfilling. EuroSys Jian Tan, Alicia Chin, Zane Zhenhua Hu, Yonggang Hu, Shicong Meng, Xiaoqiao Meng, Li Zhang
2014	J	`jnl`	Estimating life-time distribution by observing population continuously. Perform. Evaluation Hanhua Feng, Parijat Dube, Li Zhang
2014	A	`conf`	MRONLINE: MapReduce online performance tuning. HPDC Min Li, Liangzhao Zeng, Shicong Meng, Jian Tan, Li Zhang, Ali Raza Butt, Nicholas C. Fuller
2014	C	`conf`	Modeling the Impact of Workload on Cloud Resource Scaling. SBAC-PAD Anshul Gandhi, Parijat Dube, Alexei A. Karve, Andrzej Kochut, Li Zhang
2014	A*	`conf`	Non-work-conserving effects in MapReduce: diffusion limit and criticality. SIGMETRICS Jian Tan, Yandong Wang, Weikuan Yu, Li Zhang
2014	J	`jnl`	Skewless Network Clock Synchronization Without Discontinuity: Convergence and Performance. CoRR Enrique Mallada, Xiaoqiao Meng, Michel Hack, Li Zhang, Ao Tang
2013	J	`jnl`	A Hierarchical Approach for the Resource Management of Very Large Cloud Platforms. IEEE Trans. Dependable Secur. Comput. Bernardetta Addis, Danilo Ardagna, Barbara Panicucci, Mark S. Squillante, Li Zhang
2013	J	`jnl`	A throughput optimal algorithm for map task scheduling in mapreduce with data locality. SIGMETRICS Perform. Evaluation Rev. Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
2013	A*	`conf`	Coupling task progress for MapReduce resource-aware scheduling. INFOCOM Jian Tan, Xiaoqiao Meng, Li Zhang
2013	—	`conf`	Improving Multi-job MapReduce Scheduling in an Opportunistic Environment. IEEE CLOUD Yuting Ji, Lang Tong, Ting He, Jian Tan, Kang-Won Lee, Li Zhang
2013	A*	`conf`	Improving ReduceTask data locality for sequential MapReduce jobs. INFOCOM Jian Tan, Shicong Meng, Xiaoqiao Meng, Li Zhang
2013	J	`jnl`	Joint optimization of overlapping phases in MapReduce. Perform. Evaluation Minghong Lin, Li Zhang, Adam Wierman, Jian Tan
2013	J	`jnl`	Joint optimization of overlapping phases in MapReduce. SIGMETRICS Perform. Evaluation Rev. Minghong Lin, Li Zhang, Adam Wierman, Jian Tan
2013	—	`conf`	K-Scope: Online Performance Tracking for Dynamic Cloud Applications. ICAC Li Zhang, Xiaoqiao Meng, Shicong Meng, Jian Tan
2013	A*	`conf`	Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality. INFOCOM Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang
2013	—	`conf`	Preemptive ReduceTask Scheduling for Fair and Fast Job Completion. ICAC Yandong Wang, Jian Tan, Weikuan Yu, Li Zhang, Xiaoqiao Meng, Xiaobing Li
2013	B	`conf`	Skewless network clock synchronization. ICNP Enrique Mallada, Xiaoqiao Meng, Michel Hack, Li Zhang, Ao Tang
2012	A	`conf`	Coupling scheduler for MapReduce/Hadoop. HPDC Jian Tan, Xiaoqiao Meng, Li Zhang
2012	—	`conf`	Delay asymptotics for heavy-tailed MapReduce jobs. Allerton Conference Jian Tan, Shicong Meng, Xiaoqiao Meng, Li Zhang
2012	A*	`conf`	Delay tails in MapReduce scheduling. SIGMETRICS Jian Tan, Xiaoqiao Meng, Li Zhang
2012	J	`jnl`	Energy-Aware Autonomic Resource Allocation in Multitier Virtualized Environments. IEEE Trans. Serv. Comput. Danilo Ardagna, Barbara Panicucci, Marco Trubian, Li Zhang
2012	J	`jnl`	Experiences in building and scaling an enterprise application on multicore systems. Concurr. Comput. Pract. Exp. 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
2012	A	`conf`	Heavy-traffic analysis of cloud provisioning. ITC Jian Tan, Hanhua Feng, Xiaoqiao Meng, Li Zhang
2012	B	`conf`	Performance Modeling and Characterization of Large Last Level Caches. MASCOTS Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens
2012	A*	`conf`	Performance analysis of Coupling Scheduler for MapReduce/Hadoop. INFOCOM Jian Tan, Xiaoqiao Meng, Li Zhang
2012	B	`conf`	Performance modeling and characterization of large last level caches. ISPASS Parijat Dube, Michael Tsao, Li Zhang, Alan Bivens
2012	J	`jnl`	Skewless Network Clock Synchronization CoRR Enrique Mallada, Xiaoqiao Meng, Michel Hack, Li Zhang, Ao Tang
2011	—	`conf`	A Hybrid Approach for Large Cache Performance Studies. QEST David Daly, Parijat Dube, Kaoutar El Maghraoui, Dan E. Poff, Li Zhang
2011	—	`conf`	A Tool for Scalable Profiling and Tracing of Java and Native Code Interactions. QEST Parijat Dube, Seetharami Seelam, Yanbin Liu, Megumi Ito, Thomas Ling, Michel Hack, Liana Fong, Graeme Johnson, Michael Dawson, Li Zhang, Yuqing Gao
2011	A*	`conf`	Consolidating virtual machines with dynamic bandwidth demand in data centers. INFOCOM Meng Wang, Xiaoqiao Meng, Li Zhang
2011	—	`conf`	Exploiting Resource Usage Patterns for Better Utilization Prediction. ICDCS Workshops Jian Tan, Parijat Dube, Xiaoqiao Meng, Li Zhang
2011	Misc	`conf`	Identification and approximations for systems with multi-stage workflows. WSC Parijat Dube, Jian Tan, Li Zhang
2011	J	`jnl`	On estimation problems for the G/G/∞ Queue. SIGMETRICS Perform. Evaluation Rev. Hanhua Feng, Parijat Dube, Li Zhang
2010	—	`conf`	Autonomic Management of Cloud Service Centers with Availability Guarantees. IEEE CLOUD Bernardetta Addis, Danilo Ardagna, Barbara Panicucci, Li Zhang
2010	—	`conf`	Black-box performance models for virtualized web service applications. WOSP/SIPEW Danilo Ardagna, Mara Tanelli, Marco Lovera, Li Zhang
2010	—	`conf`	Efficient resource provisioning in compute clouds via VM multiplexing. ICAC Xiaoqiao Meng, Canturk Isci, Jeffrey O. Kephart, Li Zhang, Eric Bouillet, Dimitrios E. Pendarakis
2010	A*	`conf`	Improving the Scalability of Data Center Networks with Traffic-aware Virtual Machine Placement. INFOCOM Xiaoqiao Meng, Vasileios Pappas, Li Zhang
2010	J	`jnl`	Linear-speed interior-path algorithms for distributed control of information networks. Perform. Evaluation Hanhua Feng, Cathy H. Xia, Zhen Liu, Li Zhang
2010	J	`jnl`	Performance of large low-associativity caches. SIGMETRICS Perform. Evaluation Rev. Parijat Dube, Li Zhang, David Daly, Alan Bivens
2010	B	`conf`	Program behavior characterization in large memory systems. ISPASS Parijat Dube, Michael Tsao, Dan E. Poff, Li Zhang, Alan Bivens
2010	J	`jnl`	Resiliency of distributed clock synchronization networks. SIGMETRICS Perform. Evaluation Rev. Parijat Dube, Li Zhang
2009	J	`jnl`	A decentralized control mechanism for stream processing networks. Ann. Oper. Res. Zhen Liu, Ao Tang, Cathy H. Xia, Li Zhang
2009	B	`conf`	Connection and performance model driven optimization of pageview response time. MASCOTS Dinesh Kumar, David P. Olshefski, Li Zhang
2009	—	`conf`	Enhanced inferencing: estimation of a workload dependent performance model. VALUETOOLS Dinesh Kumar, Li Zhang, Asser N. Tantawi
2009	B	`conf`	Real-time performance modeling for adaptive software systems with multi-class workload. MASCOTS Dinesh Kumar, Asser N. Tantawi, Li Zhang
2009	—	`conf`	Real-time performance modeling for adaptive software systems. VALUETOOLS Dinesh Kumar, Asser N. Tantawi, Li Zhang
2009	—	`conf`	Run-time resource management in SOA virtualized environments. QUASOSS@ESEC/FSE Danilo Ardagna, Raffaela Mirandola, Marco Trubian, Li Zhang
2008	Misc	`conf`	Distributed multi-layered workload synthesis for testing stream processing systems. WSC Eric Bouillet, Parijat Dube, David George, Zhen Liu, Dimitrios E. Pendarakis, Li Zhang
2008	A	`conf`	Model Identification for Energy-Aware Management of Web Service Systems. ICSOC Mara Tanelli, Danilo Ardagna, Marco Lovera, Li Zhang
2007	A	`conf`	Almost Peer-to-Peer Clock Synchronization. IPDPS Ahmed Sobeih, Michel Hack, Zhen Liu, Li Zhang
2007	J	`jnl`	Load shedding and distributed resource control of stream processing networks. Perform. Evaluation Hanhua Feng, Zhen Liu, Cathy H. Xia, Li Zhang
2007	B	`conf`	Performance Evaluation of a Commercial Application, Trade, in Scale-out Environments. MASCOTS Parijat Dube, Hao Yu, Li Zhang, José E. Moreira
2007	A	`conf`	Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments. IPDPS Hao Yu, José E. Moreira, Parijat Dube, I-Hsin Chung, Li Zhang
2007	J	`jnl`	SLA based resource allocation policies in autonomic environments. J. Parallel Distributed Comput. Danilo Ardagna, Marco Trubian, Li Zhang
2007	A	`conf`	Scalability of the Nutch search engine. ICS José E. Moreira, Maged M. Michael, Dilma Da Silva, Doron Shiloach, Parijat Dube, Li Zhang
2006	—	`conf`	A multicommodity flow model for distributed stream processing. SIGMETRICS/Performance James Broberg, Zhen Liu, Cathy H. Xia, Li Zhang
2006	C	`conf`	Distributed Resource Allocation for Stream Data Processing. HPCC Ao Tang, Zhen Liu, Cathy H. Xia, Li Zhang
2006	A	`conf`	Distributed Resource Allocation in Stream Processing Systems. DISC Cathy H. Xia, James Broberg, Zhen Liu, Li Zhang
2005	J	`jnl`	Optimal capacity allocation for Web systems with end-to-end delay guarantees. Perform. Evaluation Wuqin Lin, Zhen Liu, Cathy H. Xia, Li Zhang
2005	J	`jnl`	Research on an iterative algorithm of LS channel estimation in MIMO OFDM systems. IEEE Trans. Broadcast. Yantao Qiao, Songyu Yu, Pengcheng Su, Li Zhang
2005	B	`conf`	SLA Based Profit Optimization in Multi-tier Systems. NCA Danilo Ardagna, Marco Trubian, Li Zhang
2005	J	`jnl`	Web traffic modeling at finer time scales and performance implications. Perform. Evaluation Cathy H. Xia, Zhen Liu, Mark S. Squillante, Li Zhang, Naceur Malouch
2004	A*	`conf`	A smart hill-climbing algorithm for application server configuration. WWW Bowei Xi, Zhen Liu, Mukund Raghavachari, Cathy H. Xia, Li Zhang
2004	J	`jnl`	Cost minimization of multi-tiered e-business infrastructure with end-to-end delay guarantees. SIGMETRICS Perform. Evaluation Rev. Wuqin Lin, Zhen Liu, Cathy H. Xia, Li Zhang
2004	J	`jnl`	Efficiently serving dynamic data at highly accessed web sites. IEEE/ACM Trans. Netw. Jim Challenger, Paul Dantzig, Arun Iyengar, Mark S. Squillante, Li Zhang
2004	A	`conf`	Overlay Multicast Trees of Minimal Delay. ICDCS Anton Riabov, Zhen Liu, Li Zhang
2004	A	`conf`	SLA based profit optimization in autonomic computing systems. ICSOC Li Zhang, Danilo Ardagna
2004	—	`conf`	SLA based profit optimization in web systems. WWW (Alternate Track Papers & Posters) Li Zhang, Danilo Ardagna
2003	—	`conf`	A Comprehensive Toolset for Workload Characterization, Performance Modeling, and Online Control. Computer Performance Evaluation / TOOLS Li Zhang, Zhen Liu, Anton Riabov, Monty Schulman, Cathy H. Xia, Fan Zhang
2003	A	`conf`	New Algorithms for Content-Based Publication-Subscription Systems. ICDCS Anton Riabov, Zhen Liu, Joel L. Wolf, Philip S. Yu, Li Zhang
2002	—	`conf`	Analysis of Caching Mechanisms from Sporting Event Web Sites. ASIAN Zhen Liu, Mark S. Squillante, Cathy H. Xia, S. Yu, Li Zhang, Naceur Malouch, Paul Dantzig
2002	B	`conf`	Analysis of measurement data from sporting event Web sites. GLOBECOM Zhen Liu, Mark S. Squillante, Cathy H. Xia, S.-Z. Yu, Li Zhang, Naceur Malouch, Paul Dantzig
2002	A*	`conf`	Clock Synchronization Algorithms for Network Measurements. INFOCOM Li Zhang, Zhen Liu, Cathy H. Xia
2002	A	`conf`	Clustering Algorithms for Content-Based Publication-Subscription Systems. ICDCS Anton Riabov, Zhen Liu, Joel L. Wolf, Philip S. Yu, Li Zhang
2002	J	`jnl`	Optimal scheduling in queuing network models of high-volume commercial web sites. Perform. Evaluation Mark S. Squillante, Cathy H. Xia, Li Zhang
2002	J	`jnl`	Traffic modeling and performance analysis of commercial web sites. SIGMETRICS Perform. Evaluation Rev. Cathy H. Xia, Zhen Liu, Mark S. Squillante, Li Zhang, Naceur Malouch
2002	B	`conf`	Workload Service Requirements Analysis: A Queueing Network Optimization Approach. MASCOTS Li Zhang, Cathy H. Xia, Mark S. Squillante, W. Nathaniel Mills III
2001	J	`jnl`	Analysis of queues under correlated arrivals with applications to web server performance. SIGMETRICS Perform. Evaluation Rev. Mark S. Squillante, Baffelly Woo, Li Zhang
2001	J	`jnl`	Optimal scheduling in queueing network models of high-volume commercial web sites. SIGMETRICS Perform. Evaluation Rev. Mark S. Squillante, Cathy H. Xia, Li Zhang
2001	C	`conf`	Threshold-based priority policies for parallel-server systems with affinity scheduling. ACC Mark S. Squillante, Cathy H. Xia, David D. Yao, Li Zhang
1999	J	`jnl`	Analysis and Characterization of Large-Scale Web Server Access Patterns and Performance. World Wide Web Arun Iyengar, Mark S. Squillante, Li Zhang
1999	J	`jnl`	Analysis of Job Arrival Patterns and Parallel Scheduling Performance. Perform. Evaluation Mark S. Squillante, David D. Yao, Li Zhang
1999	J	`jnl`	The impact of job arrival patterns on parallel scheduling. SIGMETRICS Perform. Evaluation Rev. Mark S. Squillante, David D. Yao, Li Zhang
1999	J	`jnl`	Web traffic modeling and Web server performance analysis. SIGMETRICS Perform. Evaluation Rev. Mark S. Squillante, David D. Yao, Li Zhang
1998	B	`conf`	A General Methodology for Characterizing Access Patterns and Analyzing Web Server Performance. MASCOTS Arun Iyengar, Edward A. MacNair, Mark S. Squillante, Li Zhang