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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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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 -
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, , Sep 1 2017, In: Neurobiology of Aging. 57, p. 247.e9-247.e13Research output: Contribution to journal › Article › peer-review
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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 journal › Article › peer-review
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Play it again, SimMR!
Verma, A., Cherkasova, L. & Campbell, R. H., Aug 31 2011, In: HP Laboratories Technical Report. 127Research 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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Resource provisioning framework for mapreduce jobs with performance goals
Verma, A., Cherkasova, L. & Campbell, R. H., 2011, In: HP Laboratories Technical Report. 173Research 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 article
Building a scalable distributed online media processing environment
Noghabi, S. A., Campbell, R. H. & Gupta, I., Jan 1 2016, In: CEUR Workshop Proceedings. 1671Research output: Contribution to journal › Conference article › peer-review
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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 journal › Conference article › peer-review
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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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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 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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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 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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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 proceeding › Conference contribution
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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 proceeding › Conference contribution
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A security policy framework for eEnabled fleets and airports
Montanari, M., Campbell, R. H., Sampigethaya, K. & Li, M., 2011, 2011 Aerospace Conference, AERO 2011. 5747379. (IEEE Aerospace Conference Proceedings).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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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 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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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 proceeding › Conference contribution
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Cloud security certifications: A comparison to improve cloud service provider security
Di Giulio, C., Sprabery, R., Kamhoua, C., Kwiat, K., Campbell, R. H. & Bashir, M. N., Mar 22 2017, Proceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017. Hamdan, H., Boubiche, D. E. & Hidoussi, F. (eds.). Association for Computing Machinery, a120. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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 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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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 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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DARE: Adaptive data replication for efficient cluster scheduling
Abad, C. L., Lu, Y. & Campbell, R. H., 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 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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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 proceeding › Conference contribution
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Distributed security policy conformance
Montanari, M., Chan, E., Larson, K., Yoo, W. & Campbell, R. H., 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 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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IT Security and Privacy Standards in Comparison: Improving FedRAMP Authorization for Cloud Service Providers
Giulio, C. D., Sprabery, R., Kamhoua, C., Kwiat, K., Campbell, R. & Bashir, M. 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. 1090-1099 10 p. 7973818. (Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017).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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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 proceeding › Conference contribution
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Phurti: Application and network-aware flow scheduling for multi-tenant MapReduce clusters
Cai, C. X., Saeed, S., Gupta, I., Campbell, R. H. & Le, F., Jun 1 2016, Proceedings - 2016 IEEE International Conference on Cloud Engineering, IC2E 2016: Co-located with the 1st IEEE International Conference on Internet-of-Things Design and Implementation, IoTDI 2016. Institute of Electrical and Electronics Engineers Inc., p. 161-170 10 p. 7484180. (Proceedings - 2016 IEEE International Conference on Cloud Engineering, IC2E 2016: Co-located with the 1st IEEE International Conference on Internet-of-Things Design and Implementation, IoTDI 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution