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• Conference contribution

  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

• 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

• 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

• 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

• Using graphics rendering contexts to enhance the real-time video coding for mobile cloud gaming

  Shi, S., Hsu, C. H., Nahrstedt, K. & Campbell, R. H., 2011, MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops. p. 103-112 10 p. (MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops).

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

  • Image coding
  • Pixels
  • Cameras
  • Engines
  • Bandwidth

• 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

• Welcome from the technical program chairs

  Indulska, J., Bettini, C., Campbell, R. & Mascolo, C., Jun 8 2011, 2011 IEEE International Conference on Pervasive Computing and Communications, PerCom 2011. 5767604. (2011 IEEE International Conference on Pervasive Computing and Communications, PerCom 2011).

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

  • Ubiquitous computing
  • Communication

• 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
• Editorial

  Editorial

  Indulska, J., Bettini, C., Campbell, R. & Mascolo, C., Dec 1 2011, In: Pervasive and Mobile Computing. 7, 6, p. 641-642 2 p.

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

• Message from the program chairs

  Campbell, R. H. & Guan, Y., Dec 1 2011, In: 2011 6th IEEE International Workshop on Systematic Approaches to Digital Forensic Engineering, SADFE 2011. 6159119.

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

• PERWARE 2011: 8th IEEE international workshop on middleware and system support for pervasive computing - Committees and welcome

  Schiele, G., Paluska, J. M., Campbell, R. & Ranganathan, A., 2011, In: 2011 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2011. p. xxvii-xxviii 5766838.

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

  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, (E-pub ahead of print).

  Research output: Contribution to conference › Paper

  • Reinforcement learning
  • Learning algorithms
  • Experiments
• Review article

  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