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2019

Model-Based Reinforcement Learning for Atari

Campbell, R., Mar 2019.

Research output: Contribution to conferencePaper

Reinforcement learning
Learning algorithms
Experiments
2014

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 proceedingConference contribution

Computer systems
Cloud computing
Machine tools
Large scale systems
Monitoring
2010

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 journalArticle

Evolutionary algorithms
Genetic algorithms
Processing
2015

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 proceedingConference contribution

Concurrency control
Network protocols
2011

Characterizing data structures for volatile forensics

Chan, E., Venkataraman, S., Tkach, N., Larson, K., Gutierrez, A. & Campbell, R. H., Dec 1 2011, 2011 6th IEEE International Workshop on Systematic Approaches to Digital Forensic Engineering, SADFE 2011. 6159126. (2011 6th IEEE International Workshop on Systematic Approaches to Digital Forensic Engineering, SADFE 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data structures
Statistics
Expert knowledge
Life cycle
Analysts

ARIA: Automatic resource inference and allocation for MapReduce environments

Verma, A., Cherkasova, L. & Campbell, R. H., May 17 2011, HP Laboratories Technical Report. 58 ed.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Resource allocation
Industry
Experiments

A security policy framework for eEnabled fleets and airports

Montanari, M., Campbell, R. H., Sampigethaya, K. & Li, M., May 13 2011, 2011 Aerospace Conference, AERO 2011. 5747379. (IEEE Aerospace Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

airports
airport
Airports
infrastructure
compliance
2013

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 journalArticle

security policy
Monitoring
Redundancy
Scalability
Servers
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 journalArticle

MapReduce
Profiling
Hardware
Completion Time
Data Center
2011

ARIA: Automatic resource inference and allocation for mapreduce environments

Verma, A., Cherkasova, L. & Campbell, R. H., Jul 15 2011, Proceedings of the 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops. p. 235-244 10 p. (Proceedings of the 8th ACM International Conference on Autonomic Computing, ICAC 2011 and Co-located Workshops).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MapReduce
Deadline
Service Levels
Scheduler
Resources
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., Jan 1 2019, In : PloS one. 14, 7, e0218942.

Research output: Contribution to journalArticle

Open Access
Intensive care units
Recurrent neural networks
artificial intelligence
Short-Term Memory
neural networks
2015

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 proceedingConference contribution

Scheduling
Throughput
Processing
Program processors
Availability
2018

Stochastic variational video prediction

Babaeizadeh, M., Finn, C., Erhan, D., Campbell, R. H. & Levine, S., Jan 1 2018.

Research output: Contribution to conferencePaper

video
predictive model
Real World
Prediction
event
2010

Scaling eCGA model building via data-intensive computing

Verma, A., Llorà, X., Venkataraman, S., Goldberg, D. E. & Campbell, R. H., Dec 1 2010, 2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010. 5586468. (2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

MapReduce
Genetic algorithms
Scaling
Computing
Genetic Algorithm
2011

Resource provisioning framework for MapReduce jobs with performance goals

Verma, A., Cherkasova, L. & Campbell, R. H., Dec 23 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 proceedingConference contribution

MapReduce
Resources
Completion Time
Cloud computing
Data mining
2017

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 proceedingConference contribution

Detectors
Monitoring
Virtual machine
Malware
2010

A high-quality low-delay remote rendering system for 3D video

Shi, S., Kamali, M., Nahrstedt, K., Hart, J. C. & Campbell, R. H., 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. p. 601-610 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Bandwidth
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. H., 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 journalEditorial

Forensic engineering
Digital forensics
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 journalArticle

Scheduling
Engines
Data storage equipment
Processing
Experiments
2011

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 journalEditorial

2018

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 journalArticle

Kinesin
Genome
Mutation
Genes
Genome-Wide Association Study
2019

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., Jan 1 2019.

Research output: Contribution to conferencePaper

training method
performance
Nave
Model-making
Cache
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 proceedingConference contribution

Agglomeration
Health care
Railroad cars
Actuators
Automation
2013

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 journalArticle

Experiments
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 1 2010, Computer, 43, 4, p. 35-43 9 p.

Research output: Contribution to specialist publicationArticle

Cloud computing
Testbeds
Innovation
2019

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 proceedingConference contribution

Aging of materials
Network performance
Metadata
Semiconductor materials
Fabrication
2013

Theius: A streaming visualization suite for hadoop clusters

Tedesco, J., Dudko, R., Sharma, A., Farivar, R. & Campbell, R., Aug 12 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 proceedingConference contribution

Visualization
Cloud computing
Health
Monitoring
2018
Learning systems
Servers
Communication
2017

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 proceedingConference contribution

Cloud computing
Information technology
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., Jan 1 2015, In : PLoS biology. 13, 7

Research output: Contribution to journalArticle

Genomics
genomics
Astronomy
Information Storage and Retrieval
Data acquisition

Resource provisioning framework for mapreduce jobs with performance goals

Verma, A., Cherkasova, L. & Campbell, R. H., Oct 20 2011, In : HP Laboratories Technical Report. 173

Research output: Contribution to journalArticle

Cloud computing
Data mining
Marketing
Industry
Planning
2010

Multi-aspect security assessment of airport computer networks

Montanari, M. & Campbell, R. H., 2010, AIAA Infotech at Aerospace 2010. 2010-3312

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer networks
Airports
Airport security
Security systems
Wireless networks
2013

Towards SDN enabled network control delegation in clouds

Malik, M. S., Montanari, M., Huh, J. H., Bobba, R. B. & Campbell, R. H., Sep 9 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 proceedingConference contribution

Software defined networking
2016

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 proceedingConference contribution

Scheduling
Switches
Throughput
Topology
2018

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 proceedingConference contribution

Containers
Scheduling
Program processors
Hardware
Virtual machine
2013

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 proceedingConference contribution

Network protocols
Communication
Electronic data interchange
2011

Distributed security policy conformance

Montanari, M., Chan, E., Larson, K., Yoo, W. & Campbell, R. H., Aug 2 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 proceedingConference contribution

Security policy
Attack
Node
Monitoring
Aggregate data

Distortion over latency: Novel metric for measuring interactive performance in remote rendering systems

Shi, S., Nahrstedt, K. & Campbell, R., Nov 7 2011, Electronic Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, ICME 2011. 6011864. (Proceedings - IEEE International Conference on Multimedia and Expo).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments
2013

Limiting data exposure in monitoring multi-domain policy conformance

Montanari, M., Huh, J. H., Bobba, R. B. & Campbell, R. H., Oct 1 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 proceedingConference contribution

Limiting
Monitoring
Security systems
Multiparty Computation
Privacy
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., Dec 1 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 proceedingConference contribution

Graphical user interfaces
Cameras
Display devices
Geometry
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 proceedingConference contribution

Cloud computing
Dynamic Networks
Cloud Computing
Networking
Refinement
2017

PP-11, A PATH PASCAL LANGUAGE SYSTEM FOR THE PDP-11.

Balocca, R. & Campbell, R. H., Jan 1 2017, p. 5A. 1-5A. 7.

Research output: Contribution to conferencePaper

Pascal (programming language)
Computer programming languages
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 proceedingConference contribution

Cloud computing
Virtual machine
Virtualization
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 proceedingConference contribution

Metadata
Data acquisition
Digital devices
Microscopes
Fabrication
2013

Storage-efficient data replica number computation for multi-level priority data in distributed storage systems

Cai, C. X., Abad, C. L. & Campbell, R. H., Jan 1 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 proceedingConference contribution

Availability
Scalability
2010
Pervasive Computing
Ubiquitous computing
Middleware
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., Sep 9 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 proceedingConference contribution

Mobile computing
Cloud computing
Virtualization
Virtual machine

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. H., May 27 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 proceedingConference contribution

Viruses
Software packages
Starters
World Wide Web
Websites
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 proceedingConference contribution

Linear regression
Marketing
Planning
Processing