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2010
Pervasive Computing
Ubiquitous computing
Middleware

A high-quality low-delay remote rendering system for 3D video

Shi, S., Kamali, M., Nahrstedt, K., Hart, J. C. & Campbell, R. H., 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. p. 601-610 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Bandwidth

Breaking the MapReduce stage barrier

Verma, A., Zea, N., Cho, B., Gupta, I. & Campbell, R. H., Dec 2 2010, Proceedings - 2010 IEEE International Conference on Cluster Computing, Cluster 2010. p. 235-244 10 p. 5600302. (Proceedings - IEEE International Conference on Cluster Computing, ICCC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments

Build your world and play in it: Interacting with surface particles on complex objects

Jones, B. R., Sodhi, R., Campbell, R. H., Garnett, G. & Bailey, B. P., Dec 1 2010, 9th IEEE International Symposium on Mixed and Augmented Reality 2010: Science and Technology, ISMAR 2010 - Proceedings. p. 165-174 10 p. 5643566. (9th IEEE International Symposium on Mixed and Augmented Reality 2010: Science and Technology, ISMAR 2010 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graphical user interfaces
Cameras
Display devices
Geometry

Cross-layer quality assessment of scalable video services on mobile embedded systems

Kang, K., Jeon, W. J., Park, K. J., Campbell, R. H. & Nahrstedt, K., Oct 1 2010, In : IEEE Transactions on Mobile Computing. 9, 10, p. 1478-1490 13 p., 5499472.

Research output: Contribution to journalArticle

Embedded systems
3G mobile communication systems
Metric system
Broadcasting
Mobile devices

Forenscope: A framework for live forensics

Chan, E., Venkataraman, S., David, F., Chaugule, A. & Campbell, R., Dec 1 2010, Proceedings - 26th Annual Computer Security Applications Conference, ACSAC 2010. p. 307-316 10 p. (Proceedings - Annual Computer Security Applications Conference, ACSAC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
Active networks
Malware

Lightning: Self-adaptive, energy-conserving, multi-zoned, Commodity Green Cloud Storage system

Kaushik, R. T., Cherkasova, L., Campbell, R. & Nahrstedt, K., Dec 16 2010, HPDC 2010 - Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing. p. 332-335 4 p. (HPDC 2010 - Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lightning
Servers
Costs
Energy conservation
Cost reduction

Multi-aspect security assessment of airport computer networks

Montanari, M. & Campbell, R. H., 2010, AIAA Infotech at Aerospace 2010. 2010-3312

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer networks
Airports
Airport security
Security systems
Wireless networks

Open cirrus: A global cloud computing testbed

Avetisyan, A. I., Campbell, R., Gupta, I., Heath, M. T., Ko, S. Y., Ganger, G. R., Kozuch, M. A., O'Hallaron, D., Kunze, M., Kwan, T. T., Lai, K., Lyons, M., Milojicic, D. S., Lee, H. Y., Soh, Y. C., Ming, N. K., Luke, J. Y. & Namgoong, H., Apr 1 2010, Computer, 43, 4, p. 35-43 9 p.

Research output: Contribution to specialist publicationArticle

Cloud computing
Testbeds
Innovation

Real-time parallel remote rendering for mobile devices using graphics processing units

Yoo, W., Shi, S., Jeon, W. J., Nahrstedt, K. & Campbell, R. H., Nov 22 2010, 2010 IEEE International Conference on Multimedia and Expo, ICME 2010. p. 902-907 6 p. 5583022. (2010 IEEE International Conference on Multimedia and Expo, ICME 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mobile devices
Servers
Visualization
Rendering (computer graphics)
Graphics processing unit

Scaling eCGA model building via data-intensive computing

Verma, A., Llorà, X., Venkataraman, S., Goldberg, D. E. & Campbell, R. H., Dec 1 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 5586468. (2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MapReduce
Genetic algorithms
Scaling
Computing
Genetic Algorithm

When huge is routine: Scaling genetic algorithms and estimation of distribution algorithms via data-intensive computing

Llorà, X., Verma, A., Campbell, R. H. & Goldberg, D. E., Feb 26 2010, In : Studies in Computational Intelligence. 269, p. 11-41 31 p.

Research output: Contribution to journalArticle

Evolutionary algorithms
Genetic algorithms
Processing
2011

ARIA: Automatic resource inference and allocation for mapreduce environments

Verma, A., Cherkasova, L. & Campbell, R. H., Jul 15 2011, Proceedings of the 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops. p. 235-244 10 p. (Proceedings of the 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MapReduce
Deadline
Service Levels
Scheduler
Resources

ARIA: Automatic resource inference and allocation for MapReduce environments

Verma, A., Cherkasova, L. & Campbell, R. H., May 17 2011, HP Laboratories Technical Report. 58 ed.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resource allocation
Industry
Experiments

A security policy framework for eEnabled fleets and airports

Montanari, M., Campbell, R. H., Sampigethaya, K. & Li, M., May 13 2011, 2011 Aerospace Conference, AERO 2011. 5747379. (IEEE Aerospace Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

airports
airport
Airports
infrastructure
compliance

Attack-resilient compliance monitoring for large distributed infrastructure systems

Montanari, M. & Campbell, R. H., Nov 17 2011, Proceedings - 2011 5th International Conference on Network and System Security, NSS 2011. p. 192-199 8 p. 6060000. (Proceedings - 2011 5th International Conference on Network and System Security, NSS 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monitoring
Servers
Critical infrastructures
Compliance
Availability

Characterizing data structures for volatile forensics

Chan, E., Venkataraman, S., Tkach, N., Larson, K., Gutierrez, A. & Campbell, R. H., Dec 1 2011, 2011 6th IEEE International Workshop on Systematic Approaches to Digital Forensic Engineering, SADFE 2011. 6159126. (2011 6th IEEE International Workshop on Systematic Approaches to Digital Forensic Engineering, SADFE 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data structures
Statistics
Expert knowledge
Life cycle
Analysts

DARE: Adaptive data replication for efficient cluster scheduling

Abad, C. L., Lu, Y. & Campbell, R. H., Nov 16 2011, Proceedings - 2011 IEEE International Conference on Cluster Computing, CLUSTER 2011. p. 159-168 10 p. 6061051. (Proceedings - IEEE International Conference on Cluster Computing, ICCC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling
Turnaround time
Aging of materials
Sampling

Distortion over latency: Novel metric for measuring interactive performance in remote rendering systems

Shi, S., Nahrstedt, K. & Campbell, R., Nov 7 2011, Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011. 6011864. (Proceedings - IEEE International Conference on Multimedia and Expo).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments

Distributed security policy conformance

Montanari, M., Chan, E., Larson, K., Yoo, W. & Campbell, R. H., Aug 2 2011, Future Challenges in Security and Privacy for Academia and Industry - 26th IFIP TC 11 International Information Security Conference, SEC 2011, Proceedings. p. 210-222 13 p. (IFIP Advances in Information and Communication Technology; vol. 354 AICT).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Security policy
Attack
Node
Monitoring
Aggregate data

Editorial

Indulska, J., Bettini, C., Campbell, R. & Mascolo, C., Dec 1 2011, In : Pervasive and Mobile Computing. 7, 6, p. 641-642 2 p.

Research output: Contribution to journalEditorial

NetODESSA: Dynamic policy enforcement in cloud networks

Bellessa, J., Kroske, E., Farivar, R., Montanari, M., Larson, K. & Campbell, R. H., Dec 15 2011, Proceedings - 2011 30th IEEE International Symposium on Reliable Distributed Systems Workshops, SRDS 2011. p. 57-61 5 p. 6076814. (Proceedings of the IEEE Symposium on Reliable Distributed Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cloud computing
Dynamic Networks
Cloud Computing
Networking
Refinement
Ubiquitous computing
Middleware
Computer systems

Play it again, SimMR!

Verma, A., Cherkasova, L. & Campbell, R. H., Nov 16 2011, Proceedings - 2011 IEEE International Conference on Cluster Computing, CLUSTER 2011. p. 253-261 9 p. 6061143. (Proceedings - IEEE International Conference on Cluster Computing, ICCC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Simulators
Scheduling
Resource allocation
Engines
Processing

Play it again, SimMR!

Verma, A., Cherkasova, L. & Campbell, R. H., Aug 31 2011, In : HP Laboratories Technical Report. 127

Research output: Contribution to journalArticle

Simulators
Scheduling
Testbeds
Resource allocation
Engines

Resource provisioning framework for mapreduce jobs with performance goals

Verma, A., Cherkasova, L. & Campbell, R. H., Oct 20 2011, In : HP Laboratories Technical Report. 173

Research output: Contribution to journalArticle

Cloud computing
Data mining
Marketing
Industry
Planning

Resource provisioning framework for MapReduce jobs with performance goals

Verma, A., Cherkasova, L. & Campbell, R. H., Dec 23 2011, Middleware 2011 - ACM/IFIP/USENIX 12th International Middleware Conference, Proceedings. p. 165-186 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7049 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MapReduce
Resources
Completion Time
Cloud computing
Data mining

SLO-driven right-sizing and resource provisioning of MapReduce jobs

Verma, A., Cherkasova, L. & Campbell, R. H., Aug 31 2011, HP Laboratories Technical Report. 126 ed.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear regression
Marketing
Planning
Processing

Using graphics rendering contexts to enhance the real-time video coding for mobile cloud gaming

Shi, S., Hsu, C. H., Nahrstedt, K. & Campbell, R. H., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 103-112 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image coding
Pixels
Cameras
Engines
Bandwidth

Welcome from the technical program chairs

Indulska, J., Bettini, C., Campbell, R. & Mascolo, C., Jun 8 2011, 2011 IEEE International Conference on Pervasive Computing and Communications, PerCom 2011. 5767604. (2011 IEEE International Conference on Pervasive Computing and Communications, PerCom 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ubiquitous computing
Communication
2012

3D audio interface for rich mobile web experiences

Wu, V. K. Y. & Campbell, R. H., 2012, Mobile Computing, Applications, and Services - 2nd International ICST Conference, MobiCASE 2010, Revised Selected Papers. Springer Verlag, Vol. 76 LNICST. p. 1-16 16 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 76 LNICST).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human computer interaction
Speech recognition
Mobile devices
Systems analysis

A case for validating remote application integrity for data processing systems

Chu, J. M., Montanari, M. & Campbell, R. H., Nov 12 2012, Proceedings - 2012 5th International Symposium on Resilient Control Systems, ISRCS 2012. p. 168-173 6 p. 6309313. (Proceedings - 2012 5th International Symposium on Resilient Control Systems, ISRCS 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Advanced metering infrastructures
Processing
Smart meters
Online systems
Network architecture

ADP: Automated diagnosis of performance pathologies using hardware events

Yoo, W., Larson, K., Baugh, L., Kim, S. & Campbell, R. H., Aug 13 2012, SIGMETRICS/Performance 2012 - Proceedings of the 2012 ACM SIGMETRICS/Performance, Joint International Conference on Measurement and Modeling of Computer Systems. 1 SPEC. ISS. ed. p. 283-294 12 p. (Performance Evaluation Review; vol. 40, no. 1 SPEC. ISS.).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Administrative data processing
Pathology
Hardware
Decision trees
Shielding

A map-reduce based framework for heterogeneous processing element cluster environments

Tan, Y. S., Lee, B. S., He, B. & Campbell, R. H., Jul 16 2012, Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012. p. 57-64 8 p. 6217405. (Proceedings - 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGrid 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MapReduce
Vertex of a graph
Processing
Distributed computer systems
Configuration

An algorithm for fast edit distance computation on GPUs

Farivar, R., Kharbanda, H., Venkataraman, S. & Campbell, R. H., Dec 12 2012, 2012 Innovative Parallel Computing, InPar 2012. 6339593. (2012 Innovative Parallel Computing, InPar 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamic programming
Flow control
Data storage equipment
Viruses
Program processors
Mobile devices
Servers
Display devices
Wireless networks
Electric power utilization

A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns

Abad, C. L., Roberts, N., Lu, Y. & Campbell, R. H., Jan 1 2012, Proceedings - 2012 IEEE International Symposium on Workload Characterization, IISWC 2012. IEEE Computer Society, p. 100-109 10 p. 6402909. (Proceedings - 2012 IEEE International Symposium on Workload Characterization, IISWC 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Servers
Data storage equipment
Processing
Big data

Confidentiality of event data in policy-based monitoring

Montanari, M. & Campbell, R. H., Oct 1 2012, 2012 42nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2012. 6263954. (Proceedings of the International Conference on Dependable Systems and Networks).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monitoring
Topology
Experiments

Deadline-based workload management for MapReduce environments: Pieces of the performance puzzle

Verma, A., Cherkasova, L., Kumar, V. S. & Campbell, R. H., Jul 30 2012, Proceedings of the 2012 IEEE Network Operations and Management Symposium, NOMS 2012. p. 900-905 6 p. 6212006. (Proceedings of the 2012 IEEE Network Operations and Management Symposium, NOMS 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MapReduce
Deadline
Workload
Management decisions
Hadoop

Deadline-based workload management for MapReduce environments: Pieces of the perfromance puzzle

Verma, A., Cherkasova, L., Kumar, V. S. & Campbell, R. H., May 4 2012, In : HP Laboratories Technical Report. 82

Research output: Contribution to journalArticle

Competitive intelligence
Processing
Costs
Big data

Evidence of log integrity in policy-based security monitoring

Montanari, M., Huh, J. H., Dagit, D., Bobba, R. B. & Campbell, R. H., Dec 1 2012, 2012 IEEE/IFIP 42nd International Conference on Dependable Systems and Networks Workshops, DSN-W 2012. 6264693. (Proceedings of the International Conference on Dependable Systems and Networks).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monitoring
Software agents
Application programming interfaces (API)
Managers
Personnel

Failure scenario as a service (FSaaS) for Hadoop clusters

Faghri, F., Bazarbayev, S., Overholt, M., Farivar, R., Campbell, R. H. & Sanders, W. H., Dec 31 2012, Proceedings of the Workshop on Secure and Dependable Middleware for Cloud Monitoring and Management, SDMCMM 2012. (Proceedings of the Workshop on Secure and Dependable Middleware for Cloud Monitoring and Management, SDMCMM 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cloud computing
Testing
Industry

Introduction to special section on formal methods in pervasive computing

Bakhouya, M., Campbell, R. H., Coronato, A., De Pietro, G. & Ranganathan, A., Apr 2012, In : ACM Transactions on Autonomous and Adaptive Systems. 7, 1, 6.

Research output: Contribution to journalReview article

Formal methods
Ubiquitous computing
Availability

Metadata traces and workload models for evaluating big storage systems

Abad, C. L., Luu, H., Roberts, N., Lee, K., Lu, Y. & Campbell, R. H., Dec 1 2012, Proceedings - 2012 IEEE/ACM 5th International Conference on Utility and Cloud Computing, UCC 2012. p. 125-132 8 p. 6424937. (Proceedings - 2012 IEEE/ACM 5th International Conference on Utility and Cloud Computing, UCC 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Metadata

Multi-organization policy-based monitoring

Montanari, M., Cook, L. T. & Campbell, R. H., Oct 2 2012, Proceedings - 2012 IEEE International Symposium on Policies for Distributed Systems and Networks, POLICY 2012. p. 70-77 8 p. 6268003. (Proceedings - 2012 IEEE International Symposium on Policies for Distributed Systems and Networks, POLICY 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Monitoring
Processing

PIC: Partitioned iterative convergence for clusters

Farivar, R., Raghunathan, A., Chakradhar, S., Kharbanda, H. & Campbell, R. H., Jan 1 2012, Proceedings - 2012 IEEE International Conference on Cluster Computing, CLUSTER 2012. IEEE Computer Society, p. 391-401 11 p. 6337802. (Proceedings - 2012 IEEE International Conference on Cluster Computing, CLUSTER 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Parallel programming
Linear equations
Neural networks

Synergy: A middleware for energy conservation in mobile devices

Kharbanda, H., Krishnan, M. & Campbell, R. H., Jan 1 2012, Proceedings - 2012 IEEE International Conference on Cluster Computing, CLUSTER 2012. IEEE Computer Society, p. 54-62 9 p. 6337856. (Proceedings - 2012 IEEE International Conference on Cluster Computing, CLUSTER 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Middleware
Mobile devices
Energy conservation
Mobile cloud computing
Peer to peer networks
Processing
Experiments

Two sides of a coin: Optimizing the schedule of mapreduce jobs to minimize their makespan and improve cluster performance

Verma, A., Cherkasova, L. & Campbell, R. H., Nov 6 2012, Proceedings of the 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2012. p. 11-18 8 p. 6298160. (Proceedings of the 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, MASCOTS 2012).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MapReduce
Schedule
Minimise
Workload
Processing