Roy H. Campbell

Publication Activity (10 Years)

Years Active: 1974-2023
Publications (10 Years): 50

Top Venues

CoRR

IC2E

CCGrid

BigData Congress

Newcastle University, UK (PHD)

Education History

Newcastle University, UK

PHD

Publications

Sayantani Basu, Roy H. Campbell, Karrie Karahalios
Detection of Novel COVID-19 Variants with Zero-Shot Learning. ICHI (2023)
Anant Dadu, Vipul Satone, Rachneet Kaur, Mathew J. Koretsky, Hirotaka Iwaki, Yue A. Qi, Daniel M. Ramos, Brian B. Avants, Jacob Hesterman, Roger Gunn, Mark R. Cookson, Michael E. Ward, Andrew B. Singleton, Roy H. Campbell, Mike A. Nalls, Faraz Faghri
Application of Aligned-UMAP to longitudinal biomedical studies. Patterns 4 (6) (2023)
Stephanie Doner, Jingyi Zheng, Andrew S. McAvan, Michael J. Starrett, Roy H. Campbell, Delaney Sanders, Arne D. Ekstrom
Evidence for flexible navigation strategies during spatial learning involving path choices. Spatial Cogn. Comput. 23 (3) (2023)
Sayantani Basu, Roy H. Campbell
Identifying New COVID-19 Variants from Spike Proteins Using Novelty Detection. MedInfo (2021)
Ashish Bijlani, Umakishore Ramachandran, Roy H. Campbell
Where did my 256 GB go? A Measurement Analysis of Storage Consumption on Smart Mobile Devices. Proc. ACM Meas. Anal. Comput. Syst. 5 (2) (2021)
Tanusree Sharma, Hunter A. Dyer, Roy H. Campbell, Masooda N. Bashir
Mapping Risk Assessment Strategy for COVID-19 Mobile Apps' Vulnerabilities. SAI (1) (2021)
Mary B. Makarious, Hampton L. Leonard, Dan Vitale, Hirotaka Iwaki, David Saffo, Lana Sargent, Anant Dadu, Eduardo Salmerón Castaño, John F. Carter, Melina Maleknia, Juan A. Botía, Cornelis Blauwendraat, Roy H. Campbell, Sayed Hadi Hashemi, Andrew B. Singleton, Mike A. Nalls, Faraz Faghri
GenoML: Automated Machine Learning for Genomics. CoRR (2021)
Ashish Bijlani, Umakishore Ramachandran, Roy H. Campbell
Where did my 256 GB go? A Measurement Analysis of Storage Consumption on Smart Mobile Devices. SIGMETRICS (Abstracts) (2021)
Lukasz Kaiser, Mohammad Babaeizadeh, Piotr Milos, Blazej Osinski, Roy H. Campbell, Konrad Czechowski, Dumitru Erhan, Chelsea Finn, Piotr Kozakowski, Sergey Levine, Afroz Mohiuddin, Ryan Sepassi, George Tucker, Henryk Michalewski
Model Based Reinforcement Learning for Atari. ICLR (2020)
Volodymyr V. Kindratenko, Dawei Mu, Yan Zhan, John Maloney, Sayed Hadi Hashemi, Benjamin Rabe, Ke Xu, Roy H. Campbell, Jian Peng, William Gropp
HAL: Computer System for Scalable Deep Learning. PEARC (2020)
Sangeetha Abdu Jyothi, Sayed Hadi Hashemi, Roy H. Campbell, Brighten Godfrey
Towards An Application Objective-Aware Network Interface. HotCloud (2020)
Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Brighten Godfrey, Roy H. Campbell
Caramel: Accelerating Decentralized Distributed Deep Learning with Computation Scheduling. CoRR (2020)
Lukasz Kaiser, Mohammad Babaeizadeh, Piotr Milos, Blazej Osinski, Roy H. Campbell, Konrad Czechowski, Dumitru Erhan, Chelsea Finn, Piotr Kozakowski, Sergey Levine, Ryan Sepassi, George Tucker, Henryk Michalewski
Model-Based Reinforcement Learning for Atari. CoRR (2019)
Boyang Peng, Mohammad Hosseini, Zhihao Hong, Reza Farivar, Roy H. Campbell
R-Storm: Resource-Aware Scheduling in Storm. CoRR (2019)
Phuong Nguyen, Tarek Elgamal, Steven Konstanty, Todd Nicholson, Stuart Turner, Patrick Su, Klara Nahrstedt, Timothy Spila, Roy H. Campbell, John Dallesasse, Michael Chan, Kenton McHenry
BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments. ICNC (2019)
Mengjia Yan, Read Sprabery, Bhargava Gopireddy, Christopher W. Fletcher, Roy H. Campbell, Josep Torrellas
Attack Directories, Not Caches: Side Channel Attacks in a Non-Inclusive World. IEEE Symposium on Security and Privacy (2019)
Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Roy H. Campbell
TicTac: Accelerating Distributed Deep Learning with Communication Scheduling. MLSys (2019)
Sayed Hadi Hashemi, Paul Rausch, Benjamin Rabe, Kuan-Yen Chou, Simeng Liu, Volodymyr V. Kindratenko, Roy H. Campbell
tensorflow-tracing: A Performance Tuning Framework for Production. OpML (2019)
Vipul Satone, Rachneet Kaur, Faraz Faghri, Mike A. Nalls, Andrew B. Singleton, Roy H. Campbell
Learning the progression and clinical subtypes of Alzheimer's disease from longitudinal clinical data. CoRR (2018)
Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H. Campbell, Sergey Levine
Stochastic Variational Video Prediction. ICLR (Poster) (2018)
Read Sprabery, Konstantin Evchenko, Abhilash Raj, Rakesh B. Bobba, Sibin Mohan, Roy H. Campbell
Scheduling, Isolation, and Cache Allocation: A Side-Channel Defense. IC2E (2018)
Sayed Hadi Hashemi, Sangeetha Abdu Jyothi, Roy H. Campbell
Communication Scheduling as a First-Class Citizen in Distributed Machine Learning Systems. CoRR (2018)
Jane Blanken-Webb, Imani Palmer, Nicholas C. Burbules, Roy H. Campbell, Masooda N. Bashir
A Case Study-based Cybersecurity Ethics Curriculum. ASE @ USENIX Security Symposium (2018)
Carlo Di Giulio, Read Sprabery, Charles A. Kamhoua, Kevin A. Kwiat, Roy H. Campbell, Masooda N. Bashir
Cloud Standards in Comparison: Are New Security Frameworks Improving Cloud Security? CLOUD (2017)
Faraz Faghri, Sayed Hadi Hashemi, Mohammad Babaeizadeh, Mike A. Nalls, Saurabh Sinha, Roy H. Campbell
Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case. CoRR (2017)
Read Sprabery, Zachary John Estrada, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer, Rakesh B. Bobba, Roy H. Campbell
Trustworthy Services Built on Event-Based Probing for Layered Defense. IC2E (2017)
Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A. Hasegawa-Johnson, Roy H. Campbell, Thomas S. Huang
Fast Generation for Convolutional Autoregressive Models. ICLR (Workshop) (2017)
Read Sprabery, Konstantin Evchenko, Abhilash Raj, Rakesh B. Bobba, Sibin Mohan, Roy H. Campbell
A Novel Scheduling Framework Leveraging Hardware Cache Partitioning for Cache-Side-Channel Elimination in Clouds. CoRR (2017)
Carlo Di Giulio, Charles A. Kamhoua, Roy H. Campbell, Read Sprabery, Kevin A. Kwiat, Masooda N. Bashir
IT Security and Privacy Standards in Comparison: Improving FedRAMP Authorization for Cloud Service Providers. CCGrid (2017)
Carlo Di Giulio, Read Sprabery, Charles A. Kamhoua, Kevin A. Kwiat, Roy H. Campbell, Masooda N. Bashir
Cloud security certifications: a comparison to improve cloud service provider security. ICC (2017)
Sayed Hadi Hashemi, Faraz Faghri, Roy H. Campbell
Decentralized User-Centric Access Control using PubSub over Blockchain. CoRR (2017)
Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A. Hasegawa-Johnson, Roy H. Campbell, Thomas S. Huang
Fast Generation for Convolutional Autoregressive Models. CoRR (2017)
Shadi A. Noghabi, Kartik Paramasivam, Yi Pan, Navina Ramesh, Jon Bringhurst, Indranil Gupta, Roy H. Campbell
Stateful Scalable Stream Processing at LinkedIn. Proc. VLDB Endow. 10 (12) (2017)
Phuong Nguyen, Steven Konstanty, Todd Nicholson, Thomas O'Brien, Aaron Schwartz-Duval, Timothy Spila, Klara Nahrstedt, Roy H. Campbell, Indranil Gupta, Michael Chan, Kenton McHenry, Normand Paquin
4CeeD: Real-Time Data Acquisition and Analysis Framework for Material-related Cyber-Physical Environments. CCGrid (2017)
Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H. Campbell, Sergey Levine
Stochastic Variational Video Prediction. CoRR (2017)
Zachary John Estrada, Read Sprabery, Lok K. Yan, Zhongzhi Yu, Roy H. Campbell, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer
Using OS Design Patterns to Provide Reliability and Security as-a-Service for VM-based Clouds. VEE (2017)
Qiaomin Xie, Mayank Pundir, Yi Lu, Cristina L. Abad, Roy H. Campbell
Pandas: Robust Locality-Aware Scheduling With Stochastic Delay Optimality. IEEE/ACM Trans. Netw. 25 (2) (2017)
Sayed Hadi Hashemi, Shadi A. Noghabi, John Bellessa, Roy H. Campbell
Toward Fabric: A Middleware Implementing High-level Description Languages on a Fabric-like Network. ANCS (2016)
Shadi A. Noghabi, Sriram Subramanian, Priyesh Narayanan, Sivabalan Narayanan, Gopalakrishna Holla, Mammad Zadeh, Tianwei Li, Indranil Gupta, Roy H. Campbell
Ambry: LinkedIn's Scalable Geo-Distributed Object Store. SIGMOD Conference (2016)
Sayed Hadi Hashemi, Shadi A. Noghabi, William Gropp, Roy H. Campbell
Performance Modeling of Distributed Deep Neural Networks. CoRR (2016)
Chris X. Cai, Franck Le, Xin Sun, Geoffrey G. Xie, Hani Jamjoom, Roy H. Campbell
CRONets: Cloud-Routed Overlay Networks. ICDCS (2016)
Chris X. Cai, Shayan Saeed, Indranil Gupta, Roy H. Campbell, Franck Le
Phurti: Application and Network-Aware Flow Scheduling for Multi-tenant MapReduce Clusters. IC2E (2016)
Mohammad Babaeizadeh, Paris Smaragdis, Roy H. Campbell
NoiseOut: A Simple Way to Prune Neural Networks. CoRR (2016)
Mayank Pundir, Manoj Kumar, Luke M. Leslie, Indranil Gupta, Roy H. Campbell
Supporting On-demand Elasticity in Distributed Graph Processing. IC2E (2016)
Sayed Hadi Hashemi, Faraz Faghri, Paul Rausch, Roy H. Campbell
World of Empowered IoT Users. IoTDI (2016)
Mayank Pundir, Luke M. Leslie, Indranil Gupta, Roy H. Campbell
Zorro: zero-cost reactive failure recovery in distributed graph processing. SoCC (2015)
Imani Palmer, Elaine Wood, Stefan Nagy, Gabriela García, Masooda N. Bashir, Roy H. Campbell
Digital Forensics Education: A Multidisciplinary Curriculum Model. ICDF2C (2015)
Weijie Liu, Rakesh B. Bobba, Sibin Mohan, Roy H. Campbell
Inter-flow consistency: A novel SDN update abstraction for supporting inter-flow constraints. CNS (2015)
Boyang Peng, Mohammad Hosseini, Zhihao Hong, Reza Farivar, Roy H. Campbell
R-Storm: Resource-Aware Scheduling in Storm. Middleware (2015)
Fangzhou Yao, Kevin Chen-Chuan Chang, Roy H. Campbell
Ushio: Analyzing News Media and Public Trends in Twitter. UCC (2015)
Cristina L. Abad, Yi Lu, Roy H. Campbell, Nathan Roberts
A Model-Based Namespace Metadata Benchmark for HDFS. ICAC (2014)
Jingwei Huang, David M. Nicol, Roy H. Campbell
Denial-of-Service Threat to Hadoop/YARN Clusters with Multi-tenancy. BigData Congress (2014)
Fangzhou Yao, Roy H. Campbell
CouchFS: A High-Performance File System for Large Data Sets. BigData Congress (2014)
Fangzhou Yao, Roy H. Campbell
CryptVMI: Encrypted Virtual Machine Introspection in the Cloud. IEEE CLOUD (2014)
Anthony Lang, Masooda N. Bashir, Roy H. Campbell, Lizanne DeStefano
Developing a new digital forensics curriculum. Digit. Investig. 11 (Supplement 2) (2014)
Fangzhou Yao, Read Sprabery, Roy H. Campbell
CryptVMI: a flexible and encrypted virtual machine introspection system in the cloud. SCC@ASIACCS (2014)
Furquan Shaikh, Fangzhou Yao, Indranil Gupta, Roy H. Campbell
VMDedup: Memory De-duplication in Hypervisor. IC2E (2014)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Profiling and evaluating hardware choices for MapReduce environments: An application-aware approach. Perform. Evaluation 79 (2014)
Cristina L. Abad, Mindi Yuan, Chris X. Cai, Yi Lu, Nathan Roberts, Roy H. Campbell
Generating request streams on Big Data using clustered renewal processes. Perform. Evaluation 70 (10) (2013)
Jon Tedesco, Roman Dudko, Abhishek Sharma, Reza Farivar, Roy H. Campbell
Theius: A Streaming Visualization Suite for Hadoop Clusters. IC2E (2013)
Jogesh K. Muppala, Matti A. Hiltunen, Roy H. Campbell, Paulo Veríssimo
The Third International Workshop on Dependability of Clouds, Data Centers and Virtual Machine Technology DCDV 2013. DSN (2013)
Jun Ho Huh, Mirko Montanari, Derek Dagit, Rakesh Bobba, Dongwook Kim, Yoonjoo Choi, Roy H. Campbell
Assessing software integrity of virtual appliances through software whitelists. NDSS (2013)
Mirko Montanari, Ellick Chan, Kevin Larson, Wucherl Yoo, Roy H. Campbell
Distributed security policy conformance. Comput. Secur. 33 (2013)
Chris X. Cai, Cristina L. Abad, Roy H. Campbell
Storage-efficient data replica number computation for multi-level priority data in distributed storage systems. DSN Workshops (2013)
György Dán, Rakesh B. Bobba, George Gross, Roy H. Campbell
Cloud Computing for the Power Grid: From Service Composition to Assured Clouds. HotCloud (2013)
Jun Ho Huh, Mirko Montanari, Derek Dagit, Rakesh Bobba, Dongwook Kim, Yoonjoo Choi, Roy H. Campbell
An empirical study on the software integrity of virtual appliances: are you really getting what you paid for? AsiaCCS (2013)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Orchestrating an Ensemble of MapReduce Jobs for Minimizing Their Makespan. IEEE Trans. Dependable Secur. Comput. 10 (5) (2013)
Muhammad Salman Malik, Robin Berthier, Rakesh B. Bobba, Roy H. Campbell, William H. Sanders
Formal design of communication checkers for ICCP using UPPAAL. SmartGridComm (2013)
Abhishek Verma, Brian Cho, Nicolas Zea, Indranil Gupta, Roy H. Campbell
Breaking the MapReduce stage barrier. Clust. Comput. 16 (1) (2013)
Muhammad Salman Malik, Mirko Montanari, Jun Ho Huh, Rakesh B. Bobba, Roy H. Campbell
Towards SDN enabled network control delegation in clouds. DSN (2013)
Mirko Montanari, Jun Ho Huh, Rakesh Bobba, Roy H. Campbell
Limiting Data Exposure in Monitoring Multi-domain Policy Conformance. TRUST (2013)
Mirko Montanari, Jun Ho Huh, Derek Dagit, Rakesh Bobba, Roy H. Campbell
Evidence of log integrity in policy-based security monitoring. DSN Workshops (2012)
Cristina L. Abad, Nathan Roberts, Yi Lu, Roy H. Campbell
A storage-centric analysis of MapReduce workloads: File popularity, temporal locality and arrival patterns. IISWC (2012)
Harshit Kharbanda, Manoj Krishnan, Roy H. Campbell
Synergy: A Middleware for Energy Conservation in Mobile Devices. CLUSTER (2012)
Cristina L. Abad, Huong Luu, Nathan Roberts, Kihwal Lee, Yi Lu, Roy H. Campbell
Metadata Traces and Workload Models for Evaluating Big Storage Systems. UCC (2012)
Wucherl Yoo, Kevin Larson, Lee Baugh, Sangkyum Kim, Roy H. Campbell
ADP: automated diagnosis of performance pathologies using hardware events. SIGMETRICS (2012)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Two Sides of a Coin: Optimizing the Schedule of MapReduce Jobs to Minimize Their Makespan and Improve Cluster Performance. MASCOTS (2012)
Mirko Montanari, Roy H. Campbell
Confidentiality of event data in policy-based monitoring. DSN (2012)
Mohamed Bakhouya, Roy H. Campbell, Antonio Coronato, Giuseppe De Pietro, Anand Ranganathan
Introduction to special section on formal methods in pervasive computing. ACM Trans. Auton. Adapt. Syst. 7 (1) (2012)
Shu Shi, Klara Nahrstedt, Roy H. Campbell
A real-time remote rendering system for interactive mobile graphics. ACM Trans. Multim. Comput. Commun. Appl. 8 (S3) (2012)
Yu Shyang Tan, Bu-Sung Lee, Bingsheng He, Roy H. Campbell
A Map-Reduce Based Framework for Heterogeneous Processing Element Cluster Environments. CCGRID (2012)
Abhishek Verma, Ludmila Cherkasova, Vijay S. Kumar, Roy H. Campbell
Deadline-based workload management for MapReduce environments: Pieces of the performance puzzle. NOMS (2012)
Mirko Montanari, Lucas T. Cook, Roy H. Campbell
Multi-organization Policy-Based Monitoring. POLICY (2012)
Roy H. Campbell, Mirko Montanari, Reza Farivar
A middleware for assured clouds. J. Internet Serv. Appl. 3 (1) (2012)
Reza Farivar, Anand Raghunathan, Srimat T. Chakradhar, Harshit Kharbanda, Roy H. Campbell
PIC: Partitioned Iterative Convergence for Clusters. CLUSTER (2012)
Reza Farivar, Roy H. Campbell
Plasma: Shared Memory Dynamic Allocation and Bank-Conflict-Free Access in GPUs. ICPP Workshops (2012)
Mirko Montanari, Roy H. Campbell
Attack-resilient compliance monitoring for large distributed infrastructure systems. NSS (2011)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Resource Provisioning Framework for MapReduce Jobs with Performance Goals. Middleware (2011)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
ARIA: automatic resource inference and allocation for mapreduce environments. ICAC (2011)
Cristina L. Abad, Yi Lu, Roy H. Campbell
DARE: Adaptive Data Replication for Efficient Cluster Scheduling. CLUSTER (2011)
Shu Shi, Klara Nahrstedt, Roy H. Campbell
Distortion over latency: Novel metric for measuring interactive performance in remote rendering systems. ICME (2011)
Jadwiga Indulska, Claudio Bettini, Roy H. Campbell, Cecilia Mascolo
Editorial. Pervasive Mob. Comput. 7 (6) (2011)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Play It Again, SimMR! CLUSTER (2011)
Mirko Montanari, Ellick Chan, Kevin Larson, Wucherl Yoo, Roy H. Campbell
Distributed Security Policy Conformance. SEC (2011)
Shu Shi, Cheng-Hsin Hsu, Klara Nahrstedt, Roy H. Campbell
Using graphics rendering contexts to enhance the real-time video coding for mobile cloud gaming. ACM Multimedia (2011)
Ellick Chan, Shivaram Venkataraman, Nadia Tkach, Kevin Larson, Alejandro Gutierrez, Roy H. Campbell
Characterizing Data Structures for Volatile Forensics. SADFE (2011)
Shivaram Venkataraman, Niraj Tolia, Parthasarathy Ranganathan, Roy H. Campbell
Consistent and Durable Data Structures for Non-Volatile Byte-Addressable Memory. FAST (2011)
John Bellessa, Evan Kroske, Reza Farivar, Mirko Montanari, Kevin Larson, Roy H. Campbell
NetODESSA: Dynamic Policy Enforcement in Cloud Networks. SRDS Workshops (2011)
Gregor Schiele, Anand Ranganathan, Roy H. Campbell, Justin Mazzola Paluska
IEEE International Workshop on Middleware Support for Pervasive Computing (PerWare 2010): Message from the workshop chairs. PerCom Workshops (2010)
Arutyun Avetisyan, Roy H. Campbell, Indranil Gupta, Michael T. Heath, Steven Y. Ko, Gregory R. Ganger, Michael A. Kozuch, David R. O'Hallaron, Marcel Kunze, Thomas T. Kwan, Kevin Lai, Martha Lyons, Dejan S. Milojicic, Hing Yan Lee, Yeng Chai Soh, Ng Kwang Ming, Jing-Yuan Luke, Han Namgoong
Open Cirrus: A Global Cloud Computing Testbed. Computer 43 (4) (2010)

Roy H. Campbell.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Roy H. Campbell