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• 2013

  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

  • Viruses
  • Virtual machine
  • Software packages
  • Starters
  • World Wide Web

• 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

  • Experiments

• Cloud computing for the power grid: From service composition to assured clouds

  Dán, G., Bobba, R. B., Gross, G. & Campbell, R. H., 2013.

  Research output: Contribution to conference › Paper › peer-review

  • Cloud computing
  • Chemical analysis
  • Industry
  • Communication
  • Costs

• 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

  • security policy
  • Monitoring
  • Compliance
  • Redundancy
  • Scalability

• 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

  • Network protocols
  • Communication
  • Formal verification
  • Electronic data interchange

• 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

  • Media streaming
  • Clustered Data
  • Renewal Process
  • Big data
  • Trace

• 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

  • Monitoring
  • Policy
  • Limiting
  • Multiparty Computation
  • Information management

• 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

• 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

  • Cloud computing
  • Industry
  • Costs
  • Experiments

• 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

  • Availability
  • Scalability

• 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

  • Visualization
  • Cloud computing
  • Health
  • Monitoring

• 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

• 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
• 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., 2015, In: PLoS biology. 13, 7

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

  • Big Data
  • Genomics
  • Big data
  • genomics
  • Astronomy

• 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 proceeding › Conference contribution

  • Digital forensics
  • Curricula
  • Education
  • Students

• 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 proceeding › Conference 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 proceeding › Conference contribution

  • Scheduling
  • Throughput
  • Big data
  • 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

  • Recovery
  • Costs
  • Servers
  • Zero
  • Graph in graph theory
• 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 proceeding › Conference 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 journal › Conference article › peer-review

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

• 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

  • Overlay networks
  • Internet
  • Throughput
  • Experiments
  • Costs

• 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

• 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

• Toward fabric: A middleware implementing high-level description languages on a fabric-like network

  Hashemi, S. H., Noghabi, S. A., Bellessa, J. & Campbell, R. H., Mar 17 2016, ANCS 2016 - Proceedings of the 2016 Symposium on Architectures for Networking and Communications Systems. Association for Computing Machinery, Inc, p. 117-118 2 p. (ANCS 2016 - Proceedings of the 2016 Symposium on Architectures for Networking and Communications Systems).

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

  • Software defined networking
  • Middleware
  • Multiprotocol Label Switching
  • Application programming interfaces (API)
  • Labels

• 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
• 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 proceeding › Conference contribution

  • Metadata
  • Data acquisition
  • Digital devices
  • Microscopes
  • Fabrication

• 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

• 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

  • Cloud computing
  • Information technology

• 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

  • Information technology
  • Cloud computing
  • Compliance
  • Redundancy
  • Information systems

• 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

• 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

• 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

• 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

• 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 proceeding › Conference contribution

  • Detectors
  • Monitoring
  • Malware
  • Virtual machine
• 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 journal › Editorial › peer-review

• 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

  • Curricula
  • Students
  • Compliance
  • Education

• 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.e6

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

  • Kinesin
  • Genome
  • Mutation
  • Genome-Wide Association Study
  • Genes

• On The Importance of Execution Ordering in Graph-Based Distributed Machine Learning Systems

  Campbell, R., 2018.

  Research output: Contribution to conference › Paper › peer-review

  • Learning systems
  • Machine learning
  • Servers
  • Communication

• 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

  • Virtual machine
  • Containers
  • Scheduling
  • Linux
  • Program processors

• Stochastic variational video prediction

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

  Research output: Contribution to conference › Paper › peer-review

  • Real World
  • video
  • Prediction
  • predictive model
  • Natural World
• 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 journal › Article › peer-review

  Open Access

  • Intensive care units
  • artificial intelligence
  • neural networks
  • Recurrent neural networks
  • Short-Term Memory

• 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

  • Side channel attack
  • Data storage equipment
  • Servers
  • Engineers
  • Bandwidth

• 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

  • Aging of materials
  • Metadata
  • Network performance
  • Semiconductor materials
  • Fabrication

• 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

  • Data structures
  • Data storage equipment
  • Phase change memory
  • Throughput
  • Memristors

• 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

  • Experiments

• 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 proceeding › Chapter

• 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 conference › Paper › peer-review

  • Model-making
  • training method
  • Cache
  • Nave
  • Performance Art

• Model-Based Reinforcement Learning for Atari

  Campbell, R., Mar 2019.

  Research output: Contribution to conference › Paper

  • Reinforcement learning
  • Learning algorithms
  • Experiments