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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
2012

3D audio interface for rich mobile web experiences

Wu, V. K. Y. & Campbell, R. H., Jan 1 2012, Mobile Computing, Applications, and Services - 2nd International ICST Conference, MobiCASE 2010, Revised Selected Papers. Yang, G. & Griss, M. (eds.). Springer-Verlag, 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 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

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

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., Coronato, A., De Pietro, G. & Ranganathan, A., Apr 1 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

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
Processing
Experiments
2013

An empirical study on the software integrity of virtual appliances: Are you really getting what you paid for?

Huh, J. H., Montanari, M., Dagit, D., Bobba, R. B., Kim, D. W., Choi, Y. & Campbell, R. H., May 27 2013, ASIA CCS 2013 - Proceedings of the 8th ACM SIGSAC Symposium on Information, Computer and Communications Security. p. 231-242 12 p. (ASIA CCS 2013 - Proceedings of the 8th ACM SIGSAC Symposium on Information, Computer and Communications Security).

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

Viruses
Software packages
Starters
World Wide Web
Websites

Breaking the MapReduce stage barrier

Verma, A., Cho, B., Zea, N., Gupta, I. & Campbell, R. H., Jan 1 2013, In : Cluster Computing. 16, 1, p. 191-206 16 p.

Research output: Contribution to journalArticle

Experiments

Distributed security policy conformance

Montanari, M., Chan, E., Larson, K., Yoo, W. & Campbell, R. H., Mar 2013, In : Computers and Security. 33, p. 28-40 13 p.

Research output: Contribution to journalArticle

security policy
Monitoring
Redundancy
Scalability
Servers

Formal design of communication checkers for ICCP using UPPAAL

Malik, S., Berthier, R., Bobba, R. B., Campbell, R. H. & Sanders, W. H., Dec 1 2013, 2013 IEEE International Conference on Smart Grid Communications, SmartGridComm 2013. p. 486-491 6 p. 6688005. (2013 IEEE International Conference on Smart Grid Communications, SmartGridComm 2013).

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

Network protocols
Communication
Electronic data interchange

Generating request streams on Big Data using clustered renewal processes

Abad, C. L., Yuan, M., Cai, C. X., Lu, Y., Roberts, N. & Campbell, R. H., Jan 1 2013, In : Performance Evaluation. 70, 10, p. 704-719 16 p.

Research output: Contribution to journalArticle

Clustered Data
Renewal Process
Media streaming
Trace
Workload

Limiting data exposure in monitoring multi-domain policy conformance

Montanari, M., Huh, J. H., Bobba, R. B. & Campbell, R. H., Oct 1 2013, Trust and Trustworthy Computing - 6th International Conference, TRUST 2013, Proceedings. p. 65-82 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7904 LNCS).

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

Limiting
Monitoring
Security systems
Multiparty Computation
Privacy

Message from the program committee chairs

Campbell, R., Lei, H. & Markl, V., Aug 12 2013, In : Proceedings of the IEEE International Conference on Cloud Engineering, IC2E 2013. p. x 6529257.

Research output: Contribution to journalEditorial

Orchestrating an ensemble of mapreduce jobs for minimizing their makespan

Verma, A., Cherkasova, L. & Campbell, R. H., Sep 17 2013, In : IEEE Transactions on Dependable and Secure Computing. 10, 5, p. 314-327 14 p., 6461893.

Research output: Contribution to journalArticle

Cloud computing
Processing
Costs
Industry
Experiments

Storage-efficient data replica number computation for multi-level priority data in distributed storage systems

Cai, C. X., Abad, C. L. & Campbell, R. H., Jan 1 2013, 2013 43rd Annual IEEE/IFIP Conference on Dependable Systems and Networks Workshop, DSN-W 2013. IEEE Computer Society, 6615512. (Proceedings of the International Conference on Dependable Systems and Networks).

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

Availability
Scalability

Theius: A streaming visualization suite for hadoop clusters

Tedesco, J., Dudko, R., Sharma, A., Farivar, R. & Campbell, R., Aug 12 2013, Proceedings of the IEEE International Conference on Cloud Engineering, IC2E 2013. p. 177-182 6 p. 6529282. (Proceedings of the IEEE International Conference on Cloud Engineering, IC2E 2013).

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

Visualization
Cloud computing
Health
Monitoring

The third international workshop on dependability of clouds, data centers and virtual machine technology DCDV 2013

Muppala, J. K., Hiltunen, M., Campbell, R. & Verissimo, P., Sep 9 2013, 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2013. 6575319. (Proceedings of the International Conference on Dependable Systems and Networks).

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

Mobile computing
Cloud computing
Virtualization
Virtual machine

Towards SDN enabled network control delegation in clouds

Malik, M. S., Montanari, M., Huh, J. H., Bobba, R. B. & Campbell, R. H., Sep 9 2013, 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2013. 6575320. (Proceedings of the International Conference on Dependable Systems and Networks).

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

Software defined networking
2015

Big data: Astronomical or genomical?

Stephens, Z. D., Lee, S. Y., Faghri, F., Campbell, R. H., Zhai, C., Efron, M. J., Iyer, R., Schatz, M. C., Sinha, S. & Robinson, G. E., Jan 1 2015, In : PLoS biology. 13, 7

Research output: Contribution to journalArticle

Genomics
genomics
Astronomy
Information Storage and Retrieval
Data acquisition

Digital forensics education: A multidisciplinary curriculum model

Palmer, I., Wood, E., Nagy, S., Garcia, G., Bashir, M. & Campbell, R., Jan 1 2015, Digital Forensics and Cyber Crime - 7th International Conference, ICDF2C 2015, Revised Selected Papers. Breitinger, F. & James, J. I. (eds.). Springer-Verlag, p. 3-15 13 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 157).

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

Curricula
Education
Students
Digital forensics

Inter-flow consistency: A novel SDN update abstraction for supporting inter-flow constraints

Liu, W., Bobba, R. B., Mohan, S. & Campbell, R. H., Dec 3 2015, 2015 IEEE Conference on Communications and NetworkSecurity, CNS 2015. Institute of Electrical and Electronics Engineers Inc., p. 469-478 10 p. 7346859. (2015 IEEE Conference on Communications and NetworkSecurity, CNS 2015).

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

Controllers
Scheduling algorithms
Data structures

R-storm: Resource-aware scheduling in storm

Peng, B., Hosseini, M., Hong, Z., Farivar, R. & Campbell, R., Nov 24 2015, Middleware 2015 - Proceedings of the 16th Annual Middleware Conference. Association for Computing Machinery, Inc, p. 149-161 13 p. (Middleware 2015 - Proceedings of the 16th Annual Middleware Conference).

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

Scheduling
Throughput
Processing
Program processors
Availability

The Delay/Re-Read Protocol for concurrency control in databases

Dennis Mickunas, M., Jalote, P. & Campbell, R. H., Sep 14 2015, IEEE International Conference on Data Engineering, COMPDEC 1986. IEEE Computer Society, p. 307-314 8 p. 7271287. (Proceedings - International Conference on Data Engineering; vol. 2015-September).

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

Concurrency control
Network protocols

Ushio: Analyzing News Media and Public Trends in Twitter

Yao, F., Chang, K. C. C. & Campbell, R. H., Jan 1 2015, Proceedings - 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing, UCC 2015. Rana, O., Buyya, R. & Raicu, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 424-429 6 p. 7431451. (Proceedings - 2015 IEEE/ACM 8th International Conference on Utility and Cloud Computing, UCC 2015).

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

Broadcasting
Sensor networks
Scalability
Statistics

Zorro: zero-cost reactive failure recovery in distributed graph processing

Pundir, M., Leslie, L. M., Gupta, I. & Campbell, R. H., Aug 27 2015, ACM SoCC 2015 - Proceedings of the 6th ACM Symposium on Cloud Computing. Balazinska, M., Freedman, M. J., Barahmand, S. & Ghandeharizadeh, S. (eds.). Association for Computing Machinery, Inc, p. 195-208 14 p. (ACM SoCC 2015 - Proceedings of the 6th ACM Symposium on Cloud Computing).

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

Recovery
Costs
Zero
Graph in graph theory
Processing