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Article
Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long shortterm memory
Lin, Y. W., Zhou, Y., Faghri, F., Shaw, M. J. & Campbell, R. H., Jul 1 2019, In: PloS one. 14, 7, e0218942.Research output: Contribution to journal › Article › peer-review
Open Access -
A real-time remote rendering system for interactive mobile graphics
Shi, S., Nahrstedt, K. & Campbell, R., Sep 1 2012, In: ACM Transactions on Multimedia Computing, Communications and Applications. 8, 3 SUPPL. 3, 46.Research output: Contribution to journal › Article › peer-review
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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 journal › Article › peer-review
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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. 82Research output: Contribution to journal › Article › peer-review
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Developing a new digital forensics curriculum
Lang, A., Bashir, M., Campbell, R. & Destefano, L., Aug 2014, In: Digital Investigation. 11, SUPPL. 2, p. S76-S84Research output: Contribution to journal › Article › peer-review
Open Access -
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 journal › Article › peer-review
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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 journal › Article › peer-review
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Genome-wide Analyses Identify KIF5A as a Novel ALS Gene
ITALSGEN Consortium, Genomic Translation for ALS Care (GTAC) Consortium, ALS Sequencing Consortium, NYGC ALS Consortium, Answer ALS Foundation, Clinical Research in ALS and Related Disorders for Therapeutic Development (CReATe) Consortium, SLAGEN Consortium, French ALS Consortium & Project MinE ALS Sequencing Consortium, Mar 21 2018, In: Neuron. 97, 6, p. 1268-1283.e6Research output: Contribution to journal › Article › peer-review
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Orchestrating an ensemble of mapreduce jobs for minimizing their makespan
Verma, A., Cherkasova, L. & Campbell, R. H., 2013, In: IEEE Transactions on Dependable and Secure Computing. 10, 5, p. 314-327 14 p., 6461893.Research output: Contribution to journal › Article › peer-review
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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 journal › Article › peer-review
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Shared polygenic risk and causal inferences in amyotrophic lateral sclerosis
The ITALSGEN Consortium & The International ALS Genomics Consortium, Apr 2019, In: Annals of Neurology. 85, 4, p. 470-481 12 p.Research output: Contribution to journal › Article › peer-review
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Two sides of a coin: Optimizing the schedule of map reduce jobs to minimize their makespan and improve cluster performance
Verma, A., Cherkasova, L. & Campbell, R. H., Jun 21 2012, In: HP Laboratories Technical Report. 127Research output: Contribution to journal › Article › peer-review
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Chapter
Cybersecurity Ethics
Blanken-Webb, J., Palmer, I., Campbell, R., Burbules, N. C. & Bashir, M. N., 2019, Foundations of Information Ethics. Burgess, J. T. F. & Knox, E. J. M. (eds.). ALA Neal-SchumanResearch output: Chapter in Book/Report/Conference proceeding › Chapter
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Conference contribution
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. Griss, M. & Yang, G. (eds.). Springer-Verlag Berlin Heidelberg, 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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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., 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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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Attack directories, not caches: Side channel attacks in a non-inclusive world
Yan, M., Sprabery, R., Gopireddy, B., Fletcher, C. W., Campbell, R. H. & Torrellas, J., May 2019, Proceedings - 2019 IEEE Symposium on Security and Privacy, SP 2019. Institute of Electrical and Electronics Engineers Inc., p. 888-904 17 p. 8835325. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2019-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments
Nguyen, P., Elgamal, T., Konstanty, S., Nicholson, T., Turner, S., Su, P., Nahrstedt, K., Spila, T., Campbell, R. H., Dallesasse, J., Chan, M. & Mchenry, K., Apr 8 2019, 2019 International Conference on Computing, Networking and Communications, ICNC 2019. Institute of Electrical and Electronics Engineers Inc., p. 692-696 5 p. 8685528. (2019 International Conference on Computing, Networking and Communications, ICNC 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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 proceeding › Conference contribution
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Consistent and durable data structures for non-volatile byte-addressable memory
Venkataraman, S., Tolia, N., Ranganathan, P. & Campbell, R. H., 2019, Proceedings of FAST 2011: 9th USENIX Conference on File and Storage Technologies. USENIX Association, p. 61-75 15 p. (Proceedings of FAST 2011: 9th USENIX Conference on File and Storage Technologies).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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Curios: Improving reliability through operating system structure
David, F. M., Chan, E. M., Carlyle, J. C. & Campbell, R. H., Jan 1 2019, Proceedings of the 8th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2008. USENIX Association, p. 59-72 14 p. (Proceedings of the 8th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2008).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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Failure scenario as a service (FSaaS) for Hadoop clusters
Faghri, F., Bazarbayev, S., Overholt, M., Farivar, R., Campbell, R. H. & Sanders, W. H., 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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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Limiting data exposure in monitoring multi-domain policy conformance
Montanari, M., Huh, J. H., Bobba, R. B. & Campbell, R. H., 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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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Scheduling, isolation, and cache allocation: A side-channel defense
Sprabery, R., Evchenko, K., Raj, A., Bobba, R. B., Mohan, S. & Campbell, R., May 16 2018, Proceedings - 2018 IEEE International Conference on Cloud Engineering, IC2E 2018. Li, J., Chandra, A., Guo, T. & Cai, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 34-40 7 p. (Proceedings - 2018 IEEE International Conference on Cloud Engineering, IC2E 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Storage-efficient data replica number computation for multi-level priority data in distributed storage systems
Cai, C. X., Abad, C. L. & Campbell, R. H., 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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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Tensorflow-tracing: A performance tuning framework for production
Hashemi, S. H., Rausch, P., Rabe, B., Chou, K. Y., Liu, S., Kindratenko, V. & Campbell, R. H., 2019, Proceedings of the 2019 USENIX Conference on Operational Machine Learning, OpML 2019. USENIX Association, p. 31-33 3 p. (Proceedings of the 2019 USENIX Conference on Operational Machine Learning, OpML 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Theius: A streaming visualization suite for hadoop clusters
Tedesco, J., Dudko, R., Sharma, A., Farivar, R. & Campbell, R., 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 proceeding › Conference contribution
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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., 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 proceeding › Conference contribution
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Towards SDN enabled network control delegation in clouds
Malik, M. S., Montanari, M., Huh, J. H., Bobba, R. B. & Campbell, R. H., 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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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Editorial
12th international workshop on systematic approaches to digital forensics engineering - SADFE 2018
Frincke, D., Huang, M. Y., Losavio, M., Yasinsac, A., Erbacher, R., Lee, W., Endicott-Popovsky, B., Campbell, R., Guan, Y., Baggili, I., Maña, A., Chow, K. P. & Dampier, D., Aug 2 2018, In: Proceedings - 2018 IEEE Symposium on Security and Privacy Workshops, SPW 2018. p. xiii 8424597.Research output: Contribution to journal › Editorial › peer-review
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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 journal › Editorial › peer-review
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Message from the program committee chairs
Campbell, R., Lei, H. & Markl, V., 2013, In: Proceedings of the IEEE International Conference on Cloud Engineering, IC2E 2013. p. 10 1 p., 6529257.Research output: Contribution to journal › Editorial › peer-review
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Paper
A case study-based cybersecurity ethics curriculum
Blanken-Webb, J., Palmer, I., Deshaies, S. E., Burbules, N. C., Campbell, R. H. & Bashir, M., 2018.Research output: Contribution to conference › Paper › peer-review