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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
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
2014

CouchFS: A high-performance file system for large data sets

Yao, F. & Campbell, R. H., Sep 22 2014, Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014. Chen, P., Chen, P. & Jain, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 784-785 2 p. 6906866. (Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014).

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

Big data

CryptVMI: A flexible and encrypted virtual machine introspection system in the cloud

Yao, F., Sprabery, R. & Campbell, R. H., Jan 1 2014, SCC 2014 - Proceedings of the 2nd International Workshop on Security in Cloud Computing. Association for Computing Machinery, p. 11-17 7 p. (SCC 2014 - Proceedings of the 2nd International Workshop on Security in Cloud Computing).

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

Computer systems
Cloud computing
Machine tools
Large scale systems
Monitoring

CryptVMI: Encrypted virtual machine introspection in the cloud

Yao, F. & Campbell, R. H., Dec 3 2014, Proceedings - 2014 IEEE 7th International Conference on Cloud Computing, CLOUD 2014. Kesselman, C. (ed.). IEEE Computer Society, p. 977-978 2 p. 6973855. (IEEE International Conference on Cloud Computing, CLOUD).

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

Cloud computing
Virtual machine
Virtualization

Denial-of-service threat to hadoop/YARN clusters with multi-tenancy

Huang, J., Nicol, D. M. & Campbell, R. H., Sep 22 2014, Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014. Chen, P., Chen, P. & Jain, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 48-55 8 p. 6906760. (Proceedings - 2014 IEEE International Congress on Big Data, BigData Congress 2014).

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

Discrete event simulation
Denial-of-service attack

Developing a new digital forensics curriculum

Lang, A., Bashir, M. N., Campbell, R. H. & DeStefano, L., 2014, p. S76-S84.

Research output: Contribution to conferencePaper

Curricula
Social sciences
Digital forensics
Computer science
Teaching

Developing a new digital forensics curriculum

Lang, A., Bashir, M. N., Campbell, R. H. & Destefano, L., Aug 2014, In : Digital Investigation. 11, SUPPL. 2

Research output: Contribution to journalArticle

Open Access
Curriculum
Curricula
curriculum
advanced course
Social Psychology

Guest editors' introduction: Special issue on management of cloud services

Martinez, G., Alcaraz Calero, J. M. & Campbell, R. H., Mar 2014, In : IEEE Transactions on Network and Service Management. 11, 1, p. 1-2 2 p., 6805342.

Research output: Contribution to journalEditorial

Profiling and evaluating hardware choices for MapReduce environments: An application-aware approach

Verma, A., Cherkasova, L. & Campbell, R. H., Sep 2014, In : Performance Evaluation. 79, p. 328-344 17 p.

Research output: Contribution to journalArticle

MapReduce
Profiling
Hardware
Completion Time
Data Center

VMDedup: Memory de-duplication in hypervisor

Shaikh, F., Yao, F., Gupta, I. & Campbell, R. H., Sep 18 2014, Proceedings - 2014 IEEE International Conference on Cloud Engineering, IC2E 2014. Institute of Electrical and Electronics Engineers Inc., p. 379-384 6 p. 6903499. (Proceedings - 2014 IEEE International Conference on Cloud Engineering, IC2E 2014).

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

Data storage equipment
Cloud computing
Virtualization
Virtual machine
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
2016

Ambry: LinkedIn's scalable geo-distributed object store

Noghabi, S. A., Subramanian, S., Narayanan, P., Narayanan, S., Holla, G., Zadeh, M., Li, T., Gupta, I. & Campbell, R. H., Jun 26 2016, SIGMOD 2016 - Proceedings of the 2016 International Conference on Management of Data. Association for Computing Machinery, p. 253-265 13 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 26-June-2016).

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

Resource allocation
Bandwidth
Costs

Building a scalable distributed online media processing environment

Noghabi, S. A., Campbell, R. H. & Gupta, I., Jan 1 2016, In : CEUR Workshop Proceedings. 1671

Research output: Contribution to journalConference article

Processing
Learning algorithms
Learning systems
Scalability
Websites

CRONets: Cloud-Routed Overlay Networks

Cai, C. X., Le, F., Sun, X., Xie, G. G., Jamjoom, H. & Campbell, R. H., Aug 8 2016, Proceedings - 2016 IEEE 36th International Conference on Distributed Computing Systems, ICDCS 2016. Institute of Electrical and Electronics Engineers Inc., p. 67-77 11 p. 7536506. (Proceedings - International Conference on Distributed Computing Systems; vol. 2016-August).

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

Overlay networks
Internet
Throughput
Experiments
Costs