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• 2016

  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 journal › Conference article › peer-review

  • Websites
  • Learning algorithms
  • Scalability
  • Machine learning
  • Cameras
• 2010

  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 proceeding › Conference contribution

  • Graphics processing unit
  • Mobile computing
  • Servers
  • Visualization
  • Experiments
• 2013

  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

  • Virtualization
  • Virtual machine
  • Cloud computing
  • Mobile computing
• 2011

  Play it again, SimMR!

  Verma, A., Cherkasova, L. & Campbell, R. H., Aug 31 2011, In: HP Laboratories Technical Report. 127

  Research output: Contribution to journal › Article › peer-review

  • Simulators
  • Scheduling
  • Testbeds
  • Resource allocation
  • Engines
• 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 proceeding › Conference contribution

  • MapReduce
  • Framework
  • Vertex of a graph
  • Large dataset
  • Distributed computer systems
• 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 proceeding › Conference contribution

  • Virtual machine
  • Cloud computing
  • Virtualization
• 2012

  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. 127

  Research output: Contribution to journal › Article › peer-review

  • Experiments
• 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 proceeding › Conference contribution

  • Big data
• 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 proceeding › Conference contribution

  • MapReduce
  • Schedule
  • Minimise
  • Workload
  • Performance
• 2011

  Resource provisioning framework for MapReduce jobs with performance goals

  Verma, A., Cherkasova, L. & Campbell, R. H., 2011, Middleware 2011 - ACM/IFIP/USENIX 12th International Middleware Conference, Proceedings. p. 165-186 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7049 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • MapReduce
  • Resources
  • Performance
  • Framework
  • Completion Time

• 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

  • Compliance
  • Monitoring
  • Servers
  • Critical infrastructures
  • Availability
• 2010

  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., 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 proceeding › Conference contribution

  • Graphical user interfaces
  • Display devices
  • Cameras
  • Geometry
• 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 journal › Article › peer-review

  • Scheduling
  • Engines
  • Data storage equipment
  • Experiments
• 2010

  7^th IEEE International Workshop on Middleware Support for Pervasive Computing (PerWare 2010): Message from the workshop chairs

  Schiele, G., Ranganathan, A., Campbell, R. H. & Paluska, J. M., Jul 1 2010, In: 2010 8th IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2010. 5470583.

  Research output: Contribution to journal › Editorial › peer-review

• 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 journal › Article › peer-review

  • Evolutionary algorithms
  • Genetic algorithms
• 2017

  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

  • Containers
  • Recovery
  • Throughput
  • Scheduling
  • Industry
• 2011

  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

  • Security Policy
  • Attack
  • Monitoring
  • Compliance
  • Redundancy
• 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 journal › Article › peer-review

  • MapReduce
  • Profiling
  • Hardware
  • Completion Time
  • Computer hardware
• 2010

  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 2010, Computer, 43, 4, p. 35-43 9 p.

  Research output: Contribution to specialist publication › Article

  • Testbeds
  • Cloud computing
• 2017

  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

  • Cloud computing
  • Security of data
  • Standardization
• 2012

  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

  • Administrative data processing
  • Pathology
  • Computer hardware
  • Shielding
  • Decision trees
• 2014

  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
• 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 proceeding › Conference contribution

  • Intrusion Detection System
  • Intrusion detection
  • Attack
  • Logging
  • Completeness
• 2012

  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

  • Compliance
  • Monitoring
  • Software agents
  • Application programming interfaces (API)
  • Managers
• 2011

  SLO-driven right-sizing and resource provisioning of MapReduce jobs

  Verma, A., Cherkasova, L. & Campbell, R. H., Aug 31 2011, HP Laboratories Technical Report. 126 ed.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Linear regression
  • Marketing
  • Planning
• 2010

  Breaking the MapReduce stage barrier

  Verma, A., Zea, N., Cho, B., Gupta, I. & Campbell, R. H., 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 proceeding › Conference contribution

  • Experiments
• 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 proceeding › Conference contribution

  • Denial-of-service attack
  • Discrete event simulation
• 2011

  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

  • Policy
  • Cloud Computing
  • Cloud computing
  • Networking
  • Dynamic Networks
• 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 proceeding › Conference contribution

  • MapReduce
  • Workload
  • Deadline
  • Performance
  • Hadoop
• 2016

  Supporting on-demand elasticity in distributed graph processing

  Pundir, M., Kumar, M., Leslie, L. M., Gupta, I. & Campbell, R. H., 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. 12-21 10 p. 7484159. (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

  • Elasticity
  • Servers
  • Engines
  • Experiments

• 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

  • Scheduling
  • Switches
  • Throughput
  • Topology
• 2011

  Resource provisioning framework for mapreduce jobs with performance goals

  Verma, A., Cherkasova, L. & Campbell, R. H., 2011, In: HP Laboratories Technical Report. 173

  Research output: Contribution to journal › Article › peer-review

  • Marketing
  • Cloud computing
  • Industry
  • Data mining
  • Planning
• 2014

  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

  • Data storage equipment
  • Virtualization
  • Virtual machine
  • Cloud computing
• 2013

  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

  • Software defined networking
• 2016

  World of empowered IoT users

  Hashemi, S. H., Faghri, F., Rausch, P. & Campbell, R. H., May 17 2016, Proceedings - 2016 IEEE 1st International Conference on Internet-of-Things Design and Implementation, IoTDI 2016. Institute of Electrical and Electronics Engineers Inc., p. 13-24 12 p. 7471347. (Proceedings - 2016 IEEE 1st International Conference on Internet-of-Things Design and Implementation, IoTDI 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internet of things
  • Agglomeration
  • Smart city
  • Autonomous vehicles
  • Health care
• 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 proceeding › Conference contribution

  • Parallel programming
  • K-means clustering
  • Linear equations
  • Data structures
  • Set theory
• 2011

  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

  • Scheduling
  • Turnaround time
  • Aging of materials
  • Sampling
• 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 journal › Article › peer-review

  • Neurodegenerative Diseases
  • Costs and Cost Analysis
  • Frontotemporal Dementia With Motor Neuron Disease
  • Progressive Supranuclear Palsy
  • Multiple System Atrophy