Ningfang Mi

Changho Choi

ACM Trans. Storage, 2022

Auto-Tuning Parameters for Emerging Multi-Stream Flash-Based Storage Drives Through New I/O Pattern Generations.

[BibT_eX]

[DOI]

Adnan Maruf

IEEE Trans. Computers, 2022

I/O Workload Management for All-Flash Datacenter Storage Systems Based on Total Cost of Ownership.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

A Data-Loader Tunable Knob to Shorten GPU Idleness for Distributed Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

New Scheduling Algorithms for Improving Performance and Resource Utilization in Hadoop YARN Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2021

New YARN Non-Exclusive Resource Management Scheme through Opportunistic Idle Resource Assignment.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2021

Optimizing Internal Overlaps by Self-Adjusting Resource Allocation in Multi-Stage Computing Systems.

[BibT_eX]

[DOI]

IEEE Access, 2021

Fine-grained control of concurrency within KV-SSDs.

[BibT_eX]

[DOI]

Proceedings of the SYSTOR '21: The 14th ACM International Systems and Storage Conference, 2021

SNIS: Storage-Network Iterative Simulation for Disaggregated Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2021

2020

Performance and Consistency Analysis for Distributed Deep Learning Applications.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Performance Computing and Communications Conference, 2020

Deploying Network Key-Value SSDs to Disaggregate Resources in Big Data Processing Frameworks.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Performance Computing and Communications Conference, 2020

Exploiting GPU Direct Access to Non-Volatile Memory to Accelerate Big Data Processing.

[BibT_eX]

[DOI]

Mahsa Bayati

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

RITA: Efficient Memory Allocation Scheme for Containerized Parallel Systems to Improve Data Processing Latency.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Cloud Computing, 2020

2019

New Performance Modeling Methods for Parallel Data Processing Applications.

[BibT_eX]

[DOI]

ACM Trans. Model. Comput. Simul., 2019

Abstract cost models for distributed data-intensive computations.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2019

ATuMm: Auto-tuning Memory Manager in Apache Spark.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

Emulate Processing of Assorted Database Server Applications on Flash-Based Storage in Datacenter Infrastructures.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Performance Computing and Communications Conference, 2019

What does Vibration do to Your SSD?

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Exploring Benefits of NVMe SSDs for BigData Processing in Enterprise Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Big Data Computing and Communications, 2019

2018

Docker Container Scheduler for I/O Intensive Applications Running on NVMe SSDs.

[BibT_eX]

[DOI]

IEEE Trans. Multi Scale Comput. Syst., 2018

AutoAdmin: Automatic and Dynamic Resource Reservation Admission Control in Hadoop YARN Clusters.

[BibT_eX]

[DOI]

Scalable Comput. Pract. Exp., 2018

EAD: elasticity aware deduplication manager for datacenters with multi-tier storage systems.

[BibT_eX]

[DOI]

Clust. Comput., 2018

RoVEr: Robust and Verifiable Erasure Code for Hadoop Distributed File Systems.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

GEDetector: Early Detection of Gathering Events Based on Cluster Containment Join in Trajectory Streams.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Extending Database Technology, 2018

Intermediate Data Caching Optimization for Multi-Stage and Parallel Big Data Frameworks.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

owlBIT: Orchestrating Wireless Transmissions for Launching Big Data Platforms in an Internet of Things Environment.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

FIOS: Feature Based I/O Stream Identification for Improving Endurance of Multi-Stream SSDs.

[BibT_eX]

[DOI]

Changho Choi

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

BloomStream: Data Temperature Identification for Flash Based Memory Storage Using Bloom Filters.

[BibT_eX]

[DOI]

Bo Sheng

Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017

Self-Adjusting Slot Configurations for Homogeneous and Heterogeneous Hadoop Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2017

Improving Flash Resource Utilization at Minimal Management Cost in Virtualized Flash-Based Storage Systems.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2017

Automatic and Scalable Data Replication Manager in Distributed Computation and Storage Infrastructure of Cyber-Physical Systems.

[BibT_eX]

[DOI]

Scalable Comput. Pract. Exp., 2017

H-NVMe: A hybrid framework of NVMe-based storage system in cloud computing environment.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

AutoTiering: Automatic data placement manager in multi-tier all-flash datacenter.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Cyber-physical system enabled nearby traffic flow modelling for autonomous vehicles.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Enhancing SSDs with multi-stream: What? why? how?

[BibT_eX]

[DOI]

N. H. V. Krishna Giri

Changho Choi

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

SEINA: A stealthy and effective internal attack in Hadoop systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Computing, 2017

EA2S2: An Efficient Application-Aware Storage System for Big Data Processing in Heterogeneous Clusters.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

AutoPath: Harnessing Parallel Execution Paths for Efficient Resource Allocation in Multi-Stage Big Data Frameworks.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Accelerating big data applications using lightweight virtualization framework on enterprise cloud.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

A Case for Abstract Cost Models for Distributed Execution of Analytics Operators.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

FIM: Performance Prediction for Parallel Computation in Iterative Data Processing Applications.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016

A new packet scheduling algorithm for access points in crowded WLANs.

[BibT_eX]

[DOI]

Yi Yao

Bo Sheng

Ad Hoc Networks, 2016

AutoReplica: Automatic data replica manager in distributed caching and data processing systems.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

GReM: Dynamic SSD resource allocation in virtualized storage systems with heterogeneous IO workloads.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

eSplash: Efficient speculation in large scale heterogeneous computing systems.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

Understanding performance of I/O intensive containerized applications for NVMe SSDs.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

Performance prediction techniques for scalable large data processing in distributed MPI systems.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016

OpERA: Opportunistic and Efficient Resource Allocation in Hadoop YARN by Harnessing Idle Resources.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Computer Communication and Networks, 2016

Design space exploration of GPU Accelerated cluster systems for optimal data transfer using PCIe bus.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

A Fresh Perspective on Total Cost of Ownership Models for Flash Storage in Datacenters.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

2015

LsPS: A Job Size-Based Scheduler for Efficient Task Assignments in Hadoop.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2015

SLA-aware data migration in a shared hybrid storage cluster.

[BibT_eX]

[DOI]

Clust. Comput., 2015

OMO: Optimize MapReduce overlap with a good start (reduce) and a good finish (map).

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Admission control in YARN clusters based on dynamic resource reservation.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Accelerating K-Means clustering with parallel implementations and GPU computing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015

2014

Load balancing for cluster systems under heavy-tailed and temporal dependent workloads.

[BibT_eX]

[DOI]

Simul. Model. Pract. Theory, 2014

VFRM: Flash Resource Manager in VMware ESX Server.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

Improving Virtual Machine Migration via Deduplication.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

Live Data Migration for Reducing SLA Violations in Multi-tiered Storage Systems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

HaSTE: Hadoop YARN Scheduling Based on Task-Dependency and Resource-Demand.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

FRESH: Fair and Efficient Slot Configuration and Scheduling for Hadoop Clusters.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

Using Elasticity to Improve Inline Data Deduplication Storage Systems.

[BibT_eX]

[DOI]

Yufeng Wang

Chiu C. Tan

Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

2013

Scheduling heterogeneous MapReduce jobs for efficiency improvement in enterprise clusters.

[BibT_eX]

[DOI]

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Using a Tunable Knob for Reducing Makespan of MapReduce Jobs in a Hadoop Cluster.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012

Dealing with Burstiness in Multi-Tier Applications: Models and Their Parameterization.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2012

ASIdE: Using Autocorrelation-Based Size Estimation for Scheduling Bursty Workloads.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2012

ADuS: Adaptive resource allocation in cluster systems under heavy-tailed and bursty workloads.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2011

DAT: An AP scheduler using dynamically adjusted time windows for crowded WLANs.

[BibT_eX]

[DOI]

Yi Yao

Bo Sheng

Proceedings of the 30th IEEE International Performance Computing and Communications Conference, 2011

ArA: Adaptive resource allocation for cloud computing environments under bursty workloads.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Performance Computing and Communications Conference, 2011

Decentralized Scheduling of Bursty Workload on Computing Grids.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2011

2010

Model-Driven System Capacity Planning under Workload Burstiness.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2010

Sizing multi-tier systems with temporal dependence: benchmarks and analytic models.

[BibT_eX]

[DOI]

J. Internet Serv. Appl., 2010

Efficient resource allocation and power saving in multi-tiered systems.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

Fastrack for taming burstiness and saving power in multi-tiered systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Teletraffic Congress, 2010

CWS: a model-driven scheduling policy for correlated workloads.

[BibT_eX]

[DOI]

Vittoria De Nitto Persone

Proceedings of the SIGMETRICS 2010, 2010

AWAIT: Efficient Overload Management for Busy Multi-tier Web Services under Bursty Workloads.

[BibT_eX]

[DOI]

Lei Lu

Ludmila Cherkasova

Proceedings of the Web Engineering, 10th International Conference, 2010

2009

Efficient management of idleness in storage systems.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2009

Automated anomaly detection and performance modeling of enterprise applications.

[BibT_eX]

[DOI]

ACM Trans. Comput. Syst., 2009

Feasibility regions: exploiting tradeoffs between power and performance in disk drives.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2009

Restrained utilization of idleness for transparent scheduling of background tasks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

Autocorrelation-driven load control in distributed systems.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Meeting of the IEEE/ACM International Symposium on Modelling, 2009

Injecting realistic burstiness to a traditional client-server benchmark.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Autonomic Computing, 2009

2008

Performance-Guided Load (Un)balancing under Autocorrelated Flows.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2008

How to parameterize models with bursty workloads.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2008

A regression-based analytic model for capacity planning of multi-tier applications.

[BibT_eX]

[DOI]

Clust. Comput., 2008

Bound analysis of closed queueing networks with workload burstiness.

[BibT_eX]

[DOI]

Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

Analysis of application performance and its change via representative application signatures.

[BibT_eX]

[DOI]

Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008

Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models.

[BibT_eX]

[DOI]

Proceedings of the Middleware 2008, 2008

Versatile models of systems using map queueing networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Enhancing data availability in disk drives through background activities.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

Scheduling for performance and availability in systems with temporal dependent workloads.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

Anomaly? application change? or workload change? towards automated detection of application performance anomaly and change.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

2007

Performance impacts of autocorrelated flows in multi-tiered systems.

[BibT_eX]

[DOI]

SIGMETRICS Perform. Evaluation Rev., 2007

Performance impacts of autocorrelated flows in multi-tiered systems.

[BibT_eX]

[DOI]

Perform. Evaluation, 2007

Efficient management of idleness in systems.

[BibT_eX]

[DOI]

Proceedings of the 2007 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2007

New Results on the Performance Effects of Autocorrelated Flows in Systems.

[BibT_eX]

[DOI]

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

2006

Farthest-point queries with geometric and combinatorial constraints.

[BibT_eX]

[DOI]

Comput. Geom., 2006

Load Balancing for Performance Differentiation in Dual-Priority Clustered Servers.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on the Quantitative Evaluation of Systems (QEST 2006), 2006

Load Unbalancing to Improve Performance under Autocorrelated Traffic.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Distributed Computing Systems (ICDCS 2006), 2006

Evaluating the Performability of Systems with Background Jobs.

[BibT_eX]

[DOI]

Proceedings of the 2006 International Conference on Dependable Systems and Networks (DSN 2006), 2006

2005

Polygonal chain approximation: a query based approach.

[BibT_eX]

[DOI]

Ovidiu Daescu

Comput. Geom., 2005

Polygonal path simplification with angle constraints.

[BibT_eX]

[DOI]

Comput. Geom., 2005

2003

Polygonal Path Approximation: A Query Based Approach.

[BibT_eX]

[DOI]

Ovidiu Daescu