Xiaobo Zhou

According to our database1, Xiaobo Zhou authored at least 121 papers between 2001 and 2020.

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Bibliography

2020
Preemptive and Low Latency Datacenter Scheduling via Lightweight Containers.
IEEE Trans. Parallel Distributed Syst., 2020

ODDS: Optimizing Data-Locality Access for Scientific Data Analysis.
IEEE Trans. Cloud Comput., 2020

Blockchain-enabled Collaborative Intrusion Detection in Software Defined Networks.
Proceedings of the 19th IEEE International Conference on Trust, 2020

An efficient and non-intrusive GPU scheduling framework for deep learning training systems.
Proceedings of the SC '20: The International Conference for High Performance Computing, 2020

Optimizing Social Welfare for Task Offloading in Mobile Edge Computing.
Proceedings of the 2020 IFIP Networking Conference, 2020

Blockchain-based Distributed Banking for Permissioned and Accountable Financial Transaction Processing.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

Query-Crafting DoS Threats Against Internet DNS.
Proceedings of the 8th IEEE Conference on Communications and Network Security, 2020

2019
A Correlation-Aware Page-Level FTL to Exploit Semantic Links in Workloads.
IEEE Trans. Parallel Distributed Syst., 2019

An I/O Efficient Distributed Approximation Framework Using Cluster Sampling.
IEEE Trans. Parallel Distributed Syst., 2019

Dependency-Aware Network Adaptive Scheduling of Data-Intensive Parallel Jobs.
IEEE Trans. Parallel Distributed Syst., 2019

Deadline-Aware MapReduce Job Scheduling with Dynamic Resource Availability.
IEEE Trans. Parallel Distributed Syst., 2019

Heterogeneity Aware Workload Management in Distributed Sustainable Datacenters.
IEEE Trans. Parallel Distributed Syst., 2019

OS-Augmented Oversubscription of Opportunistic Memory with a User-Assisted OOM Killer.
Proceedings of the 20th International Middleware Conference, 2019

It Can Understand the Logs, Literally.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Addressing Skewness in Iterative ML Jobs with Parameter Partition.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Semantic-aware Workflow Construction and Analysis for Distributed Data Analytics Systems.
Proceedings of the 28th International Symposium on High-Performance Parallel and Distributed Computing, 2019

Bottleneck-Aware Task Scheduling Based on Per-Stage and Multi-ML Profiling.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Pufferfish: Container-driven Elastic Memory Management for Data-intensive Applications.
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

Scalable Distributed DL Training: Batching Communication and Computation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Adaptive Scheduling Parallel Jobs with Dynamic Batching in Spark Streaming.
IEEE Trans. Parallel Distributed Syst., 2018

Energy Efficiency Aware Task Assignment with DVFS in Heterogeneous Hadoop Clusters.
IEEE Trans. Parallel Distributed Syst., 2018

Aggressive Synchronization with Partial Processing for Iterative ML Jobs on Clusters.
Proceedings of the 19th International Middleware Conference, 2018

Performance Isolation of Data-Intensive Scale-out Applications in a Multi-tenant Cloud.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Characterizing Scheduling Delay for Low-Latency Data Analytics Workloads.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Improving Utilization and Parallelism of Hadoop Cluster by Elastic Containers.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Reference-distance Eviction and Prefetching for Cache Management in Spark.
Proceedings of the 47th International Conference on Parallel Processing, 2018

PETS: Bottleneck-Aware Spark Tuning with Parameter Ensembles.
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

Profiling distributed systems in lightweight virtualized environments with logs and resource metrics.
Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

Profiling Distributed Systems in Lightweight Virtualized Environments with Logs and Resource Metrics.
Proceedings of the Poster Proceedings of the 27th International Symposium on High-Performance Parallel and Distributed Computing, 2018

2017
Moving Hadoop into the Cloud with Flexible Slot Management and Speculative Execution.
IEEE Trans. Parallel Distributed Syst., 2017

iShuffle: Improving Hadoop Performance with Shuffle-on-Write.
IEEE Trans. Parallel Distributed Syst., 2017

Improving Performance of Heterogeneous MapReduce Clusters with Adaptive Task Tuning.
IEEE Trans. Parallel Distributed Syst., 2017

Cross-Platform Resource Scheduling for Spark and MapReduce on YARN.
IEEE Trans. Computers, 2017

Preemptive, Low Latency Datacenter Scheduling via Lightweight Virtualization.
Proceedings of the 2017 USENIX Annual Technical Conference, 2017

Addressing Performance Heterogeneity in MapReduce Clusters with Elastic Tasks.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

Adaptive scheduling of parallel jobs in spark streaming.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Network-Adaptive Scheduling of Data-Intensive Parallel Jobs with Dependencies in Clusters.
Proceedings of the 2017 IEEE International Conference on Autonomic Computing, 2017

Addressing Memory Pressure in Data-intensive Parallel Programs via Container Based Virtualization.
Proceedings of the 2017 IEEE International Conference on Autonomic Computing, 2017

Preserving I/O prioritization in virtualized OSes.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

mBalloon: enabling elastic memory management for big data processing.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

FLEP: Enabling Flexible and Efficient Preemption on GPUs.
Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016
Autonomic Performance and Power Control for Co-Located Web Applications in Virtualized Datacenters.
IEEE Trans. Parallel Distributed Syst., 2016

Elastic Power-Aware Resource Provisioning of Heterogeneous Workloads in Self-Sustainable Datacenters.
IEEE Trans. Computers, 2016

Online Adaptive Anomaly Detection for Augmented Network Flows.
ACM Trans. Auton. Adapt. Syst., 2016

Malware provenance: code reuse detection in malicious software at scale.
Proceedings of the 11th International Conference on Malicious and Unwanted Software, 2016

2015
Coordinated Power and Performance Guarantee with Fuzzy MIMO Control in Virtualized Server Clusters.
IEEE Trans. Computers, 2015

Self-Tuning Batching with DVFS for Performance Improvement and Energy Efficiency in Internet Servers.
ACM Trans. Auton. Adapt. Syst., 2015

Rule Optimization for Real-Time Query Service in Software-Defined Internet of Vehicles.
CoRR, 2015

Introduction Special Section of ICCCN 2014 Conference.
Comput. Commun., 2015

Understanding Parallel Performance Under Interferences in Multi-tenant Clouds.
Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Fault tolerant MapReduce-MPI for HPC clusters.
Proceedings of the International Conference for High Performance Computing, 2015

Variant: a malware similarity testing framework.
Proceedings of the 10th International Conference on Malicious and Unwanted Software, 2015

Resource and Deadline-Aware Job Scheduling in Dynamic Hadoop Clusters.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

StoreApp: A shared storage appliance for efficient and scalable virtualized Hadoop clusters.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Towards Energy Efficiency in Heterogeneous Hadoop Clusters by Adaptive Task Assignment.
Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

2014
Automated and Agile Server ParameterTuning by Coordinated Learning and Control.
IEEE Trans. Parallel Distributed Syst., 2014

Autonomic Performance and Power Control on Virtualized Servers: Survey, Practices, and Trends.
J. Comput. Sci. Technol., 2014

Special section of ICCCN 2013 Conference.
Comput. Commun., 2014

FlexSlot: Moving Hadoop Into the Cloud with Flexible Slot Management.
Proceedings of the International Conference for High Performance Computing, 2014

Towards fair and efficient SMP virtual machine scheduling.
Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2014

Improving MapReduce performance in heterogeneous environments with adaptive task tuning.
Proceedings of the 15th International Middleware Conference, 2014

Online Adaptive Anomaly Detection for Augmented Network Flows.
Proceedings of the IEEE 22nd International Symposium on Modelling, 2014

Heterogeneity-Aware Workload Placement and Migration in Distributed Sustainable Datacenters.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

User-Centric Heterogeneity-Aware MapReduce Job Provisioning in the Public Cloud.
Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013
Autonomic Provisioning with Self-Adaptive Neural Fuzzy Control for Percentile-Based Delay Guarantee.
ACM Trans. Auton. Adapt. Syst., 2013

Self-Tuning Batching with DVFS for Improving Performance and Energy Efficiency in Servers.
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

First byte: Force-based clustering of filtered block N-grams to detect code reuse in malicious software.
Proceedings of the 8th International Conference on Malicious and Unwanted Software: "The Americas", 2013

Autonomic performance and power control for co-located Web applications on virtualized servers.
Proceedings of the 21st IEEE/ACM International Symposium on Quality of Service, 2013

V-Cache: Towards Flexible Resource Provisioning for Multi-tier Applications in IaaS Clouds.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

pVOCL: Power-Aware Dynamic Placement and Migration in Virtualized GPU Environments.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

iShuffle: Improving Hadoop Performance with Shuffle-on-Write.
Proceedings of the 10th International Conference on Autonomic Computing, 2013

Optimizing virtual machine scheduling in NUMA multicore systems.
Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013

2012
Efficient Server Provisioning with Control for End-to-End Response Time Guarantee on Multitier Clusters.
IEEE Trans. Parallel Distributed Syst., 2012

Regression-based resource provisioning for session slowdown guarantee in multi-tier Internet servers.
J. Parallel Distributed Comput., 2012

A-GHSOM: An adaptive growing hierarchical self organizing map for network anomaly detection.
J. Parallel Distributed Comput., 2012

Coordinated VM Resizing and Server Tuning: Throughput, Power Efficiency and Scalability.
Proceedings of the 20th IEEE International Symposium on Modeling, 2012

Automated and Agile Server Parameter Tuning with Learning and Control.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

AROMA: automated resource allocation and configuration of mapreduce environment in the cloud.
Proceedings of the 9th International Conference on Autonomic Computing, 2012

A self-tuning self-optimizing approach for automated network anomaly detection systems.
Proceedings of the 9th International Conference on Autonomic Computing, 2012

NINEPIN: Non-invasive and energy efficient performance isolation in virtualized servers.
Proceedings of the IEEE/IFIP International Conference on Dependable Systems and Networks, 2012

2011
DIBS: A dual interval bandwidth scheduling algorithm for short-term differentiation.
Int. J. Parallel Emergent Distributed Syst., 2011

Enhanced statistics-based rate adaptation for 802.11 wireless networks.
J. Netw. Comput. Appl., 2011

PERFUME: Power and performance guarantee with fuzzy MIMO control in virtualized servers.
Proceedings of the 19th International Workshop on Quality of Service, 2011

aMOSS: Automated Multi-objective Server Provisioning with Stress-Strain Curving.
Proceedings of the International Conference on Parallel Processing, 2011

2010
Autonomic Provisioning with Self-Adaptive Neural Fuzzy Control for End-to-end Delay Guarantee.
Proceedings of the MASCOTS 2010, 2010

Regression based multi-tier resource provisioning for session slowdown guarantees.
Proceedings of the 29th International Performance Computing and Communications Conference, 2010

An Adaptive Growing Hierarchical Self Organizing Map for Network Intrusion Detection.
Proceedings of the 19th International Conference on Computer Communications and Networks, 2010

2009
Introduction to the special issue on self-adaptive and self-organizing wireless networking systems.
ACM Trans. Auton. Adapt. Syst., 2009

Rate avalanche: Effects on the performance of multi-rate 802.11 wireless networks.
Simul. Model. Pract. Theory, 2009

Efficient server provisioning with end-to-end delay guarantee on multi-tier clusters.
Proceedings of the 17th International Workshop on Quality of Service, 2009

2008
Resource allocation optimization for quantitative service differentiation on server clusters.
J. Parallel Distributed Comput., 2008

Special issue: Modeling, testbeds, and applications in wireless mesh networks.
Comput. Commun., 2008

Special issue: Resource management and routing in wireless mesh networks.
Comput. Commun., 2008

Fair bandwidth sharing and delay differentiation: Joint packet scheduling with buffer management.
Comput. Commun., 2008

Rate avalanche: The performance degradation in multi-rate 802.11 WLANs.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

DIBS: Dual interval bandwidth scheduling for short-term differentiation.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

RADAR: Rate-Alert Dynamic RTS/CTS Exchange for Performance Enhancement in Multi-Rate Wireless Networks.
Proceedings of the 2008 IEEE/IPIP International Conference on Embedded and Ubiquitous Computing (EUC 2008), 2008

2007
Distributed denial-of-service and intrusion detection.
J. Netw. Comput. Appl., 2007

Efficient algorithms of video replication and placement on a cluster of streaming servers.
J. Netw. Comput. Appl., 2007

Quality-of-service differentiation on the Internet: A taxonomy.
J. Netw. Comput. Appl., 2007

Hop-count based probabilistic packet dropping: Congestion mitigation with loss rate differentiation.
Comput. Commun., 2007

Packet Scheduling with Buffer Management for Fair Bandwidth Sharing and Delay Differentiation.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

2006
Resource Allocation for Session-Based Two-Dimensional Service Differentiation on e-Commerce Servers.
IEEE Trans. Parallel Distributed Syst., 2006

Internet services and architectures: A performance perspective.
Int. J. Parallel Emergent Distributed Syst., 2006

Special issue: Security in grid and distributed systems.
J. Parallel Distributed Comput., 2006

A robust packet scheduling algorithm for proportional delay differentiation services.
Comput. Commun., 2006

Landscape-3D; A Robust Localization Scheme for Sensor Networks over Complex 3D Terrains.
Proceedings of the LCN 2006, 2006

HPPD: A Hop-count Probabilistic Packet Dropper.
Proceedings of IEEE International Conference on Communications, 2006

Quantitative Service Differentiation: A Square-Root Proportional Model.
Proceedings of the Embedded and Ubiquitous Computing, International Conference, 2006

2005
Robust Processing Rate Allocation for Proportional Slowdown Differentiation on Internet Servers.
IEEE Trans. Computers, 2005

An Integrated Feedback Control Approach for Proportional Slowdown Differentiation on Internet Servers.
Proceedings of the 7th IEEE International Conference on E-Commerce Technology (CEC 2005), 2005

A Robust Application-Level Approach for Responsiveness Differentiation.
Proceedings of the 2005 IEEE International Conference on Web Services (ICWS 2005), 2005

NaproxI: A Hash Based Collaborative Proxy System for Content Adaptation.
Proceedings of the 25th International Conference on Distributed Computing Systems Workshops (ICDCS 2005 Workshops), 2005

2004
Harmonic Proportional Bandwidth Allocation and Scheduling for Service Differentiation on Streaming Servers.
IEEE Trans. Parallel Distributed Syst., 2004

Analysis of a Bandwidth Allocation Strategy for Proportional Streaming Services.
Proceedings of the 2004 IEEE International Conference on E-Commerce Technology (CEC 2004), 2004

Processing Rate Allocation for Proportional Slowdown Differentiation on Internet Servers.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

Modeling and Analysis of 2D Service Differentiation on e-Commerce Servers.
Proceedings of the 24th International Conference on Distributed Computing Systems (ICDCS 2004), 2004

A robust packet scheduling algorithm for proportional delay differentiation services.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2002
Request Redirection and Data Layout for Network Traffic Balancing in Cluster-Based Video-on-Demand Servers.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

Optimal Video Replication and Placement on a Cluster of Video-on-Demand Servers.
Proceedings of the 31st International Conference on Parallel Processing (ICPP 2002), 2002

2001
A Video Replacement Policy based on Revenue to Cost Ratio in a Multicast TY-Anytime System.
Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001


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