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• 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

• 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

  • Human computer interaction
  • Speech recognition
  • Mobile computing
  • Systems analysis

• 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

  • Advanced metering infrastructures
  • Smart meters
  • Online systems
  • Network architecture
  • Simulators

• 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

• 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

• 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

• 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

• 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

  • Graphics processing unit
  • Dynamic programming
  • Flow control
  • Data storage equipment
  • Viruses

• 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

  • Mobile computing
  • Display devices
  • Servers
  • Wireless networks
  • Electric power utilization

• 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

  • Big data
  • Servers
  • Data storage equipment

• 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

• 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

• 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

  • Monitoring
  • Topology
  • Experiments

• 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

• 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 journal › Article › peer-review

  • Competitive intelligence
  • Big data
  • Costs

• 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

• 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

• 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

• 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

  • Cloud computing
  • Testing
  • Industry

• 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

• 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

• 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 journal › Review article › peer-review

  • Formal methods
  • Ubiquitous computing
  • Availability

• 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

  • Metadata
  • Big data

• 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

  • Monitoring
  • Compliance

• 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

• 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

• 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

• 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

• 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

• 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

• 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 proceeding › Conference contribution

  • Middleware
  • Mobile computing
  • Energy conservation
  • Mobile cloud computing
  • Peer to peer networks

• 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

• 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

• 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

• 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

• 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

• 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

• 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