Bruno Volckaert

Orcid: 0000-0003-0575-5894

According to our database1, Bruno Volckaert authored at least 173 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Federated deep Q-learning networks for service-based anomaly detection and classification in edge-to-cloud ecosystems.
Ann. des Télécommunications, April, 2024

Trusting the Cloud-Native Edge: Remotely Attested Kubernetes Workers.
CoRR, 2024

Feather: Lightweight Container Alternatives for Deploying Workloads in the Edge.
Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024

2023
Online Dynamic Container Rescheduling for Improved Application Service Time.
J. Netw. Syst. Manag., October, 2023

A Novel Multi-Stage Approach for Hierarchical Intrusion Detection.
IEEE Trans. Netw. Serv. Manag., September, 2023

Enabling Organizations to Participate in the Ad Hoc Scheduling of a Cross-Organizational Data Pipeline.
J. Netw. Syst. Manag., July, 2023

Characterizing the Impact of Data-Damaged Models on Generalization Strength in Intrusion Detection.
J. Cybersecur. Priv., April, 2023

Task Assignment and Capacity Allocation for ML-Based Intrusion Detection as a Service in a Multi-Tier Architecture.
IEEE Trans. Netw. Serv. Manag., March, 2023

Real-Time Estimation and Monitoring of COVID-19 Aerosol Transmission Risk in Office Buildings.
Sensors, March, 2023

Investigating Generalized Performance of Data-Constrained Supervised Machine Learning Models on Novel, Related Samples in Intrusion Detection.
Sensors, February, 2023

Service-Based, Multi-Provider, Fog Ecosystem With Joint Optimization of Request Mapping and Response Routing.
IEEE Trans. Serv. Comput., 2023

Enabling the Rescheduling of Containerized Workloads in an Ad Hoc Cross-Organizational Collaboration.
J. Netw. Syst. Manag., 2023

gym-hpa: Efficient Auto-Scaling via Reinforcement Learning for Complex Microservice-based Applications in Kubernetes.
Proceedings of the NOMS 2023, 2023

Castles Built on Sand: Observations from Classifying Academic Cybersecurity Datasets with Minimalist Methods.
Proceedings of the 8th International Conference on Internet of Things, 2023

Service-based Federated Deep Reinforcement Learning for Anomaly Detection in Fog Ecosystems.
Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023

Secure Key Management for Multi-Party Computation in MOZAIK.
Proceedings of the IEEE European Symposium on Security and Privacy, 2023

MOZAIK: An End-to-End Secure Data Sharing Platform.
Proceedings of the Second ACM Data Economy Workshop, 2023

Performance Impact of Queue Sorting in Container-Based Application Scheduling.
Proceedings of the 19th International Conference on Network and Service Management, 2023

Federated Scheduling of Fog-Native Applications Over Multi-Domain Edge-to-Cloud Ecosystem.
Proceedings of the 19th International Conference on Network and Service Management, 2023

Cloud-Native-Bench: an Extensible Benchmarking Framework to Streamline Cloud Performance Tests.
Proceedings of the 12th IEEE International Conference on Cloud Networking, 2023

Edge Anomaly Detection Framework for AIOps in Cloud and IoT.
Proceedings of the 13th International Conference on Cloud Computing and Services Science, 2023

2022
Extending Kubernetes Clusters to Low-Resource Edge Devices Using Virtual Kubelets.
IEEE Trans. Cloud Comput., 2022

Towards cloud-based unobtrusive monitoring in remote multi-vendor environments.
Softw. Pract. Exp., 2022

mBrain: towards the continuous follow-up and headache classification of primary headache disorder patients.
BMC Medical Informatics Decis. Mak., 2022

Towards Model Generalization for Intrusion Detection: Unsupervised Machine Learning Techniques.
J. Netw. Syst. Manag., 2022

Explora-VR: Content Prefetching for Tile-Based Immersive Video Streaming Applications.
J. Netw. Syst. Manag., 2022

A secure cross-organizational container deployment approach to enable ad hoc collaborations.
Int. J. Netw. Manag., 2022

Fog Native Architecture: Intent-Based Workflows to Take Cloud Native toward the Edge.
IEEE Commun. Mag., 2022

NFV Anomaly Detection: Case Study through a Security Module.
IEEE Commun. Mag., 2022

Discovering Non-Metadata Contaminant Features in Intrusion Detection Datasets.
Proceedings of the 19th Annual International Conference on Privacy, Security & Trust, 2022

Solid Web Monetization.
Proceedings of the Web Engineering - 22nd International Conference, 2022

A Functional and Performance Benchmark of Lightweight Virtualization Platforms for Edge Computing.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2022

Establishing the Contaminating Effect of Metadata Feature Inclusion in Machine-Learned Network Intrusion Detection Models.
Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2022

A Geometric Approach to Real-time Quality of Experience Prediction in Volatile Edge Networks.
Proceedings of the 18th International Conference on Network and Service Management, 2022

Intent-based Decentralized Orchestration for Green Energy-aware Provisioning of Fog-native Workflows.
Proceedings of the 18th International Conference on Network and Service Management, 2022

Adapting Kubernetes controllers to the edge: on-demand control planes using Wasm and WASI.
Proceedings of the 11th IEEE International Conference on Cloud Networking, 2022

Next-Generation Big Data-Driven Factory 4.0 Operations and Optimization: The Boost 4.0 Experience.
Proceedings of the Technologies and Applications for Big Data Value, 2022

2021
Prioritized Deployment of Dynamic Service Function Chains.
IEEE/ACM Trans. Netw., 2021

Design and evaluation of a scalable Internet of Things backend for smart ports.
Softw. Pract. Exp., 2021

Enabling and Leveraging AI in the Intelligent Edge: A Review of Current Trends and Future Directions.
IEEE Open J. Commun. Soc., 2021

Self-organizing Fog Support Services for Responsive Edge Computing.
J. Netw. Syst. Manag., 2021

Towards end-to-end resource provisioning in Fog Computing over Low Power Wide Area Networks.
J. Netw. Comput. Appl., 2021

Towards distributed emergency flow prioritization in software-defined networks.
Int. J. Netw. Manag., 2021

Towards Low-Latency Service Delivery in a Continuum of Virtual Resources: State-of-the-Art and Research Directions.
IEEE Commun. Surv. Tutorials, 2021

Hierarchical feature block ranking for data-efficient intrusion detection modeling.
Comput. Networks, 2021

Service Relationship Orchestration: Lessons Learned From Running Large Scale Smart City Platforms on Kubernetes.
IEEE Access, 2021

Intrusion Detection System Based on Integrated System Calls Graph and Neural Networks.
IEEE Access, 2021

Machine learning based intrusion detection as a service: task assignment and capacity allocation in a multi-tier architecture.
Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

Live Demonstration of a Highly Scalable Fog Service Orchestrator.
Proceedings of the 7th IEEE International Conference on Network Softwarization, 2021

UAVs-as-a-Service: Cloud-based Remote Application Management for Drones.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Resource Provisioning in Fog Computing through Deep Reinforcement Learning.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

SRFog: A flexible architecture for Virtual Reality content delivery through Fog Computing and Segment Routing.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Efficient Orchestration of Service Chains in Fog Computing for Immersive Media.
Proceedings of the 17th International Conference on Network and Service Management, 2021

2020
Explora: Interactive Querying of Multidimensional Data in the Context of Smart Cities.
Sensors, 2020

Scalable Fleet Monitoring and Visualization for Smart Machine Maintenance and Industrial IoT Applications.
Sensors, 2020

Preemptive Resource Provisioning for Container-Based Audio/Video Encrypted Collaboration Applications.
J. Netw. Syst. Manag., 2020

A Workload-Driven Approach for View Selection in Large Dimensional Datasets.
J. Netw. Syst. Manag., 2020

Resource Management in a Containerized Cloud: Status and Challenges.
J. Netw. Syst. Manag., 2020

Near real-time optimization of fog service placement for responsive edge computing.
J. Cloud Comput., 2020

Inter-dataset generalization strength of supervised machine learning methods for intrusion detection.
J. Inf. Secur. Appl., 2020

Pluggable SDN framework for managing heterogeneous SDN networks.
Int. J. Netw. Manag., 2020

Trustful ad hoc cross-organizational data exchanges based on the Hyperledger Fabric framework.
Int. J. Netw. Manag., 2020

UnifyDR: A Generic Framework for Unifying Data and Replica Placement.
IEEE Access, 2020

Towards delay-aware container-based Service Function Chaining in Fog Computing.
Proceedings of the NOMS 2020, 2020

Live Demonstration of Service Function Chaining allocation in Fog Computing.
Proceedings of the 6th IEEE Conference on Network Softwarization, 2020

A Novel Edge-to-Cloud-as-a-Service (E2CaaS) Model for Building Software Services in Smart Cities.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Unsupervised Machine Learning Techniques for Network Intrusion Detection on Modern Data.
Proceedings of the 4th Cyber Security in Networking Conference, 2020

Efficient Application Deployment in Fog-enabled Infrastructures.
Proceedings of the 16th International Conference on Network and Service Management, 2020

Adaptive Fog Service Placement for Real-time Topology Changes in Kubernetes Clusters.
Proceedings of the 10th International Conference on Cloud Computing and Services Science, 2020

2019
Efficient resource management in the cloud: From simulation to experimental validation using a low-cost Raspberry Pi testbed.
Softw. Pract. Exp., 2019

Resource Provisioning in Fog Computing: From Theory to Practice.
Sensors, 2019

SpeCH: A scalable framework for data placement of data-intensive services in geo-distributed clouds.
J. Netw. Comput. Appl., 2019

Efficient allocation of elastic interfederation encrypted streaming sessions.
Int. J. Netw. Manag., 2019

Multilayer Architecture Model for Mobile Cloud Computing Paradigm.
Complex., 2019

Classification Hardness for Supervised Learners on 20 Years of Intrusion Detection Data.
IEEE Access, 2019

Towards Network-Aware Resource Provisioning in Kubernetes for Fog Computing Applications.
Proceedings of the 5th IEEE Conference on Network Softwarization, 2019

FLEDGE: Kubernetes Compatible Container Orchestration on Low-Resource Edge Devices.
Proceedings of the Internet of Vehicles. Technologies and Services Toward Smart Cities, 2019

Automatic View Selection for Distributed Dimensional Data.
Proceedings of the 4th International Conference on Internet of Things, 2019

In-depth Comparative Evaluation of Supervised Machine Learning Approaches for Detection of Cybersecurity Threats.
Proceedings of the 4th International Conference on Internet of Things, 2019

Pluggable Drone Imaging Analysis Framework for Mob Detection during Open-air Events.
Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

Logging mechanism for cross-organizational collaborations using Hyperledger Fabric.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2019

Enabling Emergency Flow Prioritization in SDN Networks.
Proceedings of the 15th International Conference on Network and Service Management, 2019

Scalability evaluation of VPN technologies for secure container networking.
Proceedings of the 15th International Conference on Network and Service Management, 2019

FUSE: A Microservice Approach to Cross-domain Federation using Docker Containers.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Unifying Data and Replica Placement for Data-intensive Services in Geographically Distributed Clouds.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

2018
BRAHMA<sup>+</sup>: A Framework for Resource Scaling of Streaming and ASAP Time-Varying Workflows.
IEEE Trans. Netw. Serv. Manag., 2018

A Secure Multi-Tier Mobile Edge Computing Model for Data Processing Offloading Based on Degree of Trust.
Sensors, 2018

Scheduling framework for distributed intrusion detection systems over heterogeneous network architectures.
J. Netw. Comput. Appl., 2018

Orchestrator conversation: Distributed management of cloud applications.
Int. J. Netw. Manag., 2018

A flexible, reliable, and adaptive timeslot-based advance bandwidth-reservation mechanism for media delivery services.
Int. J. Netw. Manag., 2018

Fog Computing: Enabling the Management and Orchestration of Smart City Applications in 5G Networks.
Entropy, 2018

City of Things: Enabling Resource Provisioning in Smart Cities.
IEEE Commun. Mag., 2018

Unikernels vs Containers: An In-Depth Benchmarking Study in the Context of Microservice Applications.
Proceedings of the 8th IEEE International Symposium on Cloud and Service Computing, 2018

Anomaly detection for Smart City applications over 5G low power wide area networks.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Towards Dynamic Fog Resource Provisioning for Smart City Applications.
Proceedings of the 14th International Conference on Network and Service Management, 2018

Scalable Data Placement of Data-intensive Services in Geo-distributed Clouds.
Proceedings of the 8th International Conference on Cloud Computing and Services Science, 2018

Beyond Generic Lifecycles: Reusable Modeling of Custom-Fit Management Workflows for Cloud Applications.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
Elastic Resource Allocation Algorithms for Collaboration Applications.
J. Netw. Syst. Manag., 2017

A dynamic Tenant-Defined Storage system for efficient resource management in cloud applications.
J. Netw. Comput. Appl., 2017

Design and evaluation of a dual dynamic adaptive reservation approach in media production networks.
J. Netw. Comput. Appl., 2017

Algorithms for network-aware application component placement for cloud resource allocation.
J. Commun. Networks, 2017

Data transformation as a means towards dynamic data storage and polyglot persistence.
Int. J. Netw. Manag., 2017

Real-Time Hazard Symbol Detection and Localization Using UAV Imagery.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Attributing Recognised Activities in Multi-Person Households Using Ontology-Based Finite State Machines.
Proceedings of the Second Workshop on Semantic Web Technologies for the Internet of Things co-located with 16th International Semantic Web Conference (ISWC 2017), 2017

Anomaly detection framework for SFC integrity in NFV environments.
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

Demo abstract: RPiaaS: A raspberry pi testbed for validation of cloud resource management strategies.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Design and evaluation of a flexible Advance bandwidth Reservation Algorithm for media production networks.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Embedded Real-Time Object Detection for a UAV Warning System.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Resource provisioning for IoT application services in smart cities.
Proceedings of the 13th International Conference on Network and Service Management, 2017

Dynamic data transformation for low latency querying in big data systems.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

A Framework for SFC Integrity in NFV Environments.
Proceedings of the Security of Networks and Services in an All-Connected World, 2017

An Optimized Resilient Advance Bandwidth Scheduling for Media Delivery Services.
Proceedings of the Security of Networks and Services in an All-Connected World, 2017

Resource Allocation in the Cloud: From Simulation to Experimental Validation.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016
Managing the Synchronization in the Lambda Architecture for Optimized Big Data Analysis.
IEICE Trans. Commun., 2016

Adaptive virtual machine allocation algorithms for cloud-hosted elastic media services.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

A simulation tool for evaluating the constraint-based allocation of storage resources for multi-tenant cloud applications.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Design of a dynamic adaptive reservation system in media production networks.
Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

A comparative analysis of flexible and fixed size timeslots for advance bandwidth reservations in media production networks.
Proceedings of the 7th International Conference on the Network of the Future, 2016

Comparing topology and stream based strategies for modeling service function chains.
Proceedings of the IEEE NetSoft Conference and Workshops, 2016

Dynamic adaptive advance bandwidth reservation in media production networks.
Proceedings of the IEEE NetSoft Conference and Workshops, 2016

Distributed Service Orchestration: Eventually Consistent Cloud Operation and Integration.
Proceedings of the 2016 IEEE International Conference on Mobile Services, MS 2016, San Francisco, CA, USA, June 27, 2016

BRAHMA: An intelligent framework for automated scaling of streaming and deadline-critical workflows.
Proceedings of the 12th International Conference on Network and Service Management, 2016

Cloud Resource Allocation Algorithms for Elastic Media Collaboration Flows.
Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

Design and Evaluation of Automatic Workflow Scaling Algorithms for Multi-tenant SaaS.
Proceedings of the CLOSER 2016, 2016

Design Time Validation for the Correct Execution of BPMN Collaborations.
Proceedings of the CLOSER 2016, 2016

Model-driven deployment and management of workflows on analytics frameworks.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Resource Allocation Algorithms for Multicast Streaming in Elastic Cloud-Based Media Collaboration Services.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015
Single-path versus multi-path advance reservation in media production networks.
Proceedings of the 6th International Conference on the Network of the Future, 2015

LimeDS and the TraPIST Project: A Case Study.
Proceedings of the KEOD 2015, 2015

Design and evaluation of elastic media resource allocation algorithms using CloudSim extensions.
Proceedings of the 11th International Conference on Network and Service Management, 2015

Design of a hierarchical software-defined storage system for data-intensive multi-tenant cloud applications.
Proceedings of the 11th International Conference on Network and Service Management, 2015

BPMN Extensions for Decentralized Execution and Monitoring of Business Processes.
Proceedings of the CLOSER 2015, 2015

2013
Symbiotic Service Composition in Distributed Sensor Networks.
Int. J. Distributed Sens. Networks, 2013

The WTE+ framework: automated construction and runtime adaptation of service mashups.
Autom. Softw. Eng., 2013

2012
Design of a service oriented architecture for efficient resource allocation in media environments.
Future Gener. Comput. Syst., 2012

SeCoA: Autonomous semantic service composition algorithm in symbiotic networks.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Design of an autonomous software platform for future symbiotic service management.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

2011
Context-Aware Scheduling of Distributed DL-Reasoning Tasks in Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2011

An autonomous service-platform to support distributed ontology-based context-aware agents.
Expert Syst. J. Knowl. Eng., 2011

On the design of a flexible software platform for in-building OTT service provisioning.
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

2010
Web Service Choreography Conformance Verification through the PIX-Model.
Int. J. Cooperative Inf. Syst., 2010

Distributed Ontology-Based Monitoring on the IBBT WiLab.t Infrastructure.
Proceedings of the Testbeds and Research Infrastructures. Development of Networks and Communities, 2010

Resource-Aware Scheduling of Distributed Ontological Reasoning Tasks in Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Sensor Networks, 2010

Autonomous Resource-Aware Scheduling of Large-Scale Media Workflows.
Proceedings of the Mechanisms for Autonomous Management of Networks and Services, 2010

2009
Automating Workflows with Service Oriented Media Applications.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

Automated Instantiation and Extraction of Web Service Choreographies.
Proceedings of the Fourth International Conference on Internet and Web Applications and Services, 2009

Dynamic Composition of Semantically Annotated Web Services through QoS-Aware HTN Planning Algorithms.
Proceedings of the Fourth International Conference on Internet and Web Applications and Services, 2009

Message Correlation in Web Services Choreographies: A 4-phase Validation Method.
Proceedings of the Seventh IEEE European Conference on Web Services (ECOWS 2009), 2009

2008
Gridification of collaborative audiovisual organizations through the MediaGrid framework.
Future Gener. Comput. Syst., 2008

Scalable dimensioning of resilient Lambda Grids.
Future Gener. Comput. Syst., 2008

Context Based Selection of User Generated Content.
Proceedings of the 2008 International Conference on Semantic Web & Web Services, 2008

Automating media processes in a service oriented architecture.
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008

Automating Workflows in Media Production - Building an Infrastructure for a Service Oriented Architecture with a Business Process Management System.
Proceedings of the ENASE 2008, 2008

2007
Dimensioning and on-line scheduling in Lambda Grids using divisible load concepts.
J. Supercomput., 2007

Design of a flexible platform for execution of medical decision support agents in the intensive care unit.
Comput. Biol. Medicine, 2007

Throughput Evaluation of Different Enterprise Service Bus Approaches.
Proceedings of the 2007 International Conference on Software Engineering Research & Practice, 2007

2006
Flexible Grid service management through resource partitioning.
J. Supercomput., 2006

Scalable dimensioning of optical transport networks for grid excess load handling.
Photonic Netw. Commun., 2006

A view on enabling-consumer oriented grids through optical burst switching.
IEEE Commun. Mag., 2006

Anycast Algorithms Supporting Optical Burst Switched Grid Networks.
Proceedings of the 2006 International Conference on Networking and Services (ICNS 2006), 2006

2005
A Scalable and Performant Grid Monitoring Framework.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005

Resource Partitioning Algorithms in a Programmable Service Grid Architecture.
Proceedings of the Computational Science, 2005

Using Divisible Load Theory to Dimension Optical Transport Networks for Grid Excess Load Handling.
Proceedings of the Joint International Conference on Autonomic and Autonomous Systems 2005 / International Conference on Networking and Services 2005, 2005

A distributed resource and network partitioning architecture for service grids.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2004
Evaluation of Grid Scheduling Strategies Through a NSgrid: A Network-aware Grid Simulator.
Neural Parallel Sci. Comput., 2004

On the Use of NSGrid for Accurate Grid Schedule Evaluation.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

Evaluation of a Job Admission Algorithm for Bandwidth Constrained Grids.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

Application-Specific Hints in Reconfigurable Grid Scheduling Algorithms.
Proceedings of the Computational Science, 2004

Network Aspects of Grid Scheduling Algorithms.
Proceedings of the ISCA 17th International Conference on Parallel and Distributed Computing Systems, 2004

2003
Evaluation of Grid Scheduling Strategies Through a Network-Aware Grid Simulator.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

2002
A generic middleware-based platform for scalable cluster computing.
Future Gener. Comput. Syst., 2002

Service Brokering in an Enhanced Grid Environment.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002

Design of a Middleware-Based Cluster Management Platform with Task Management and Migration.
Proceedings of the 2002 IEEE International Conference on Cluster Computing (CLUSTER 2002), 2002


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