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• 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

• 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

  • Amyotrophic Lateral Sclerosis
  • Linkage Disequilibrium
  • Genome-Wide Association Study
  • Random Allocation
  • Smoking

• Tensorflow-tracing: A performance tuning framework for production

  Hashemi, S. H., Rausch, P., Rabe, B., Chou, K. Y., Liu, S., Kindratenko, V. & Campbell, R. H., 2019, Proceedings of the 2019 USENIX Conference on Operational Machine Learning, OpML 2019. USENIX Association, p. 31-33 3 p. (Proceedings of the 2019 USENIX Conference on Operational Machine Learning, OpML 2019).

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

• 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

• 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

  • Virtual machine
  • Cloud computing
  • Virtualization
  • Machine tools
  • Large scale systems

• 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

• 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 journal › Article › peer-review

  Open Access

  • Digital forensics
  • Curricula
  • Curriculum
  • curriculum
  • advanced course

• Developing a new digital forensics curriculum

  Lang, A., Bashir, M. N., Campbell, R. H. & DeStefano, L., 2014, p. S76-S84.

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

  • Digital forensics
  • Curricula
  • Social sciences
  • Computer science
  • Teaching

• 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

• 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

• 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