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  • Roy H Campbell
2014

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

2012

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

2019

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 journalArticle

2012

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

2014

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

2012

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

2015

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

2019

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 journalArticle

Open Access
2018

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 proceedingConference contribution

2012

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

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

2015

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

2019

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., Jan 1 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 proceedingConference contribution

2012

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

2017

Cloud Standards in Comparison: Are New Security Frameworks Improving Cloud Security?

Giulio, C. D., Sprabery, R., Kamhoua, C., Kwiat, K., Campbell, R. H. & Bashir, M. N., Sep 8 2017, Proceedings - 2017 IEEE 10th International Conference on Cloud Computing, CLOUD 2017. Fox, G. C. (ed.). IEEE Computer Society, p. 50-57 8 p. 8030571. (IEEE International Conference on Cloud Computing, CLOUD; vol. 2017-June).

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

2014

Developing a new digital forensics curriculum

Lang, A., Bashir, M., Campbell, R. & Destefano, L., Aug 2014, In : Digital Investigation. 11, SUPPL. 2, p. S76-S84

Research output: Contribution to journalArticle

Open Access

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

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

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

2017

PP-11, A PATH PASCAL LANGUAGE SYSTEM FOR THE PDP-11.

Balocca, R. & Campbell, R. H., Jan 1 2017, p. 5A. 1-5A. 7.

Research output: Contribution to conferencePaper

2012
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

2017

Using OS design patterns to provide reliability and security as-a-service for VM-based clouds

Estrada, Z. J., Sprabery, R., Yan, L., Yu, Z., Campbell, R., Kalbarczyk, Z. & Iyer, R. K., Apr 8 2017, VEE 2017 - Proceedings of the 2017 ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments. Association for Computing Machinery, Inc, p. 157-170 14 p. (VEE 2017 - Proceedings of the 2017 ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments).

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

2012

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

2019

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-Schuman

Research output: Chapter in Book/Report/Conference proceedingChapter

2018

Stochastic variational video prediction

Babaeizadeh, M., Finn, C., Erhan, D., Campbell, R. & Levine, S., 2018.

Research output: Contribution to conferencePaper

2014

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

2017

Trustworthy services built on event-based probing for layered defense

Sprabery, R., Estrada, Z. J., Kalbarczyk, Z., Iyer, R., Bobba, R. B. & Campbell, R., May 9 2017, Proceedings - 2017 IEEE International Conference on Cloud Engineering, IC2E 2017. Institute of Electrical and Electronics Engineers Inc., p. 215-225 11 p. 7923805. (Proceedings - 2017 IEEE International Conference on Cloud Engineering, IC2E 2017).

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

Samza: Stateful scalable stream processing at linkedin

Noghabi, S. A., Paramasivamy, K., Pany, Y., Rameshy, N., Bringhursty, J., Gupta, I. & Campbell, R. H., Aug 1 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1634-1645 12 p.

Research output: Contribution to journalConference article

2012

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

2015

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

2019

Consistent and durable data structures for non-volatile byte-addressable memory

Venkataraman, S., Tolia, N., Ranganathan, P. & Campbell, R. H., Jan 1 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 proceedingConference contribution

2017

NeuroChip, an updated version of the NeuroX genotyping platform to rapidly screen for variants associated with neurological diseases

Blauwendraat, C., Faghri, F., Pihlstrom, L., Geiger, J. T., Elbaz, A., Lesage, S., Corvol, J. C., May, P., Nicolas, A., Abramzon, Y., Murphy, N. A., Gibbs, J. R., Ryten, M., Ferrari, R., Bras, J., Guerreiro, R., Williams, J., Sims, R., Lubbe, S., Hernandez, D. G. & 155 others, Mok, K. Y., Robak, L., Campbell, R. H., Rogaeva, E., Traynor, B. J., Chia, R., Chung, S. J., Hardy, J. A., Brice, A., Wood, N. W., Houlden, H., Shulman, J. M., Morris, H. R., Gasser, T., Krüger, R., Heutink, P., Sharma, M., Simón-Sánchez, J., Nalls, M. A., Singleton, A. B., Scholz, S. W., Noyce, A. J., Brice, A., Brice, A., Brice, A., Giri, A., Oehmig, A., Tucci, A., Nicolas, A., Schulte, C., Cookson, M. R., Blauwendraat, C., Kia, D., Danjou, F., Danjou, F., Danjou, F., Faghri, F., Faghri, F., Charlesworth, G., Gibbs, J. R., Gibbs, J. R., Morris, H. R., Plun-Favreau, H., Hernandez, D. G., Hernandez, D. G., Holmans, P., Morris, H. R., Jansen, I., Hardy, J., Simón-Sánchez, J., Bras, J. M., Shulman, J. M., Quinn, J., Botía, J. A., Mok, K. Y., Billingsley, K., Pihlstrom, L., R’bibo, L., Lungu, C., Sharma, M., Martinez, M., Ryten, M., Escott-Price, V., Mencacci, N. E., Nalls, M. A., Nalls, M. A., Wood, N. W., Lewis, P., Denny, P., Heutink, P., Rizzu, P., Taba, P., Guerreiro, R., Lovering, R., Ogalla, R. D., Foulger, R., Robak, L., Lubbe, S., Finkbeiner, S., Finkbeiner, S., Sveinbjörnsdóttir, S., Sveinbjörnsdóttir, S., Sveinbjörnsdóttir, S., Singleton, A. B., Scholz, S., Koks, S., Lesage, S., Lesage, S., Lesage, S., Corvol, J. C., Corvol, J. C., Corvol, J. C., Corvol, J. C., Foltynie, T., Gasser, T., Price, T. R., Sheerin, U. M., Williams, N., Reed, X., Gasser, T., Krüger, R., Sharma, M., Simón-Sánchez, J., Schulte, C., Heutink, P., Wang, L., Giri, A., Brockmann, K., Oertel, W., Klein, C., Mohamed, F., Malard, L., Elbaz, A., Lesage, S., Corti, O., Drouet, V., Corvol, J. C., Brice, A., Goldwurm, S., Tesei, S., Canesi, M., Valente, E. M., Petrucci, S., Petrucci, S., Ginevrino, M., Ginevrino, M., Toft, M., Pihlstrøm, L., Aasly, J., Henriksen, S. P., Sætehaug, C., Wood, N. W., Houlden, H., Hardy, J., Bras, J., Orr-Urtreger, A., Giladi, N., Ferreira, J., Guedes, L. C., Guedes, L. C., Bouça-Machado, R., Coelho, M., Coelho, M., Rosa, M. M., Rosa, M. M., Tolosa, E., Fernández-Santiago, R., Ezquerra, M., Marti, M. J., Krüger, R., May, P., Glaab, E., Balling, R., Heutink, P. & Chung, S. J., Sep 1 2017, In : Neurobiology of Aging. 57, p. 247.e9-247.e13

Research output: Contribution to journalArticle

2018
2019

Model-Based Reinforcement Learning for Atari

Campbell, R., Mar 2019.

Research output: Contribution to conferencePaper

2018

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 journalEditorial

2012

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

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

2019

Fast generation for convolutional autoregressive models

Ramachandran, P., Le Paine, T., Khorrami, P., Babaeizadeh, M., Chang, S., Zhang, Y., Hasegawa-Johnson, M., Campbell, R. & Huang, T., 2019.

Research output: Contribution to conferencePaper

2012

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

2015

Digital forensics education: A multidisciplinary curriculum model

Palmer, I., Wood, E., Nagy, S., Garcia, G., Bashir, M. & Campbell, R., 2015, Digital Forensics and Cyber Crime - 7th International Conference, ICDF2C 2015, Revised Selected Papers. Breitinger, F. & James, J. I. (eds.). Springer-Verlag Berlin Heidelberg, 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

2012

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

2017

4CeeD: Real-time data acquisition and analysis framework for material-related cyber-physical environments

Nguyen, P., Konstanty, S., Nicholson, T., OBrien, T., Schwartz-Duval, A., Spila, T., Nahrstedt, K., Campbell, R. H., Gupta, I., Chan, M., McHenry, K. & Paquin, N., Jul 10 2017, Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017. Institute of Electrical and Electronics Engineers Inc., p. 11-20 10 p. 7973684. (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017).

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

2012

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

2019

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 proceedingConference contribution

2017

Pandas: Robust Locality-Aware Scheduling with Stochastic Delay Optimality

Xie, Q., Pundir, M., Lu, Y., Abad, C. L. & Campbell, R. H., Apr 2017, In : IEEE/ACM Transactions on Networking. 25, 2, p. 662-675 14 p.

Research output: Contribution to journalArticle

2014

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

2019

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 proceedingConference contribution

2012

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