Items where authors include "Yang, R"

Article

Mommessin, C, Yang, R orcid.org/0000-0001-6334-4925, Shakhlevich, NV et al. (4 more authors) (2023) Affinity-Aware Resource Provisioning for Long-Running Applications in Shared Clusters. Journal of Parallel and Distributed Computing, 177. pp. 1-16. ISSN 0743-7315

Peng, H, Li, J, Wang, Z orcid.org/0000-0001-6157-0662 et al. (5 more authors) (2023) Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market. IEEE Transactions on Knowledge and Data Engineering, 35 (3). pp. 2765-2780. ISSN 1041-4347

Wen, Z, Hu, H, Yang, R orcid.org/0000-0001-6334-4925 et al. (8 more authors) (2022) Orchestrating Networked Machine Learning Applications Using Autosteer. IEEE Internet Computing, 26 (6). pp. 51-58. ISSN 1089-7801

Yang, Y, Yang, R orcid.org/0000-0001-6334-4925, Li, Y et al. (5 more authors) (2022) RoSGAS: Adaptive Social Bot Detection with Reinforced Self-Supervised GNN Architecture Search. ACM Transactions on the Web. ISSN 1559-1131

Zhu, J, Yang, R orcid.org/0000-0001-6334-4925, Sun, X et al. (6 more authors) (2022) QoS-Aware Co-Scheduling for Distributed Long-Running Applications on Shared Clusters. IEEE Transactions on Parallel and Distributed Systems, 33 (12). pp. 4818-4834. ISSN 1045-9219

Peng, H, Zhang, R, Dou, Y et al. (3 more authors) (2022) Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks. ACM Transactions on Information Systems, 40 (4). 69. ISSN 1046-8188

Li, Q, Peng, H, Li, J et al. (5 more authors) (2022) A Survey on Text Classification: From Traditional to Deep Learning. ACM Transactions on Intelligent Systems and Technology, 13 (2). 31. ISSN 2157-6904

Yang, R, Liu, H, Nikitas, N orcid.org/0000-0002-6243-052X et al. (3 more authors) (2022) Short-term wind speed forecasting using deep reinforcement learning with improved multiple error correction approach. Energy, 239 (Part B). 122128. ISSN 0360-5442

Schnitzer, TJ, Berenbaum, F, Conaghan, PG orcid.org/0000-0002-3478-5665 et al. (7 more authors) (2021) Single and Composite Endpoints of Within-Patient Improvement in Symptoms: Pooled Tanezumab Data in Patients With Osteoarthritis. Rheumatology and Therapy, 8. pp. 1759-1774. ISSN 2198-6584

Song, Y, Wo, T, Yang, R orcid.org/0000-0001-6334-4925 et al. (2 more authors) (2021) Joint Optimization of Cache Placement and Request Routing in Unreliable Networks. Journal of Parallel and Distributed Computing, 157. pp. 168-178. ISSN 0743-7315

Li, T, Hong, Z, Cai, Q et al. (3 more authors) (2021) BISSIAM: Bispectrum Siamese Network Based Contrastive Learning for UAV Anomaly Detection. IEEE Transactions on Knowledge and Data Engineering. ISSN 1041-4347

Hei, Y, Yang, R orcid.org/0000-0001-6334-4925, Peng, H et al. (6 more authors) (2021) Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks. IEEE Transactions on Neural Networks and Learning Systems. ISSN 2162-2388

Peng, H, Li, J, Wang, S et al. (6 more authors) (2021) Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification. IEEE Transactions on Knowledge and Data Engineering, 33 (6). pp. 2505-2519. ISSN 1041-4347

Yeung, G, Borowiec, D, Yang, R orcid.org/0000-0001-6334-4925 et al. (3 more authors) (2021) Horus: Interference-Aware and Prediction-Based Scheduling in Deep Learning Systems. IEEE Transactions on Parallel and Distributed Systems, 33 (1). pp. 88-100. ISSN 1045-9219

Peng, H, Li, J, Song, Y et al. (4 more authors) (2021) Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks. ACM Transactions on Knowledge Discovery from Data (TKDD), 15 (5). pp. 1-18. ISSN 1556-4681

Peng, H, Yang, R orcid.org/0000-0001-6334-4925, Wang, Z orcid.org/0000-0001-6157-0662 et al. (5 more authors) (2021) LIME: Low-Cost Incremental Learning for Dynamic Heterogeneous Information Networks. IEEE Transactions on Computers. ISSN 0018-9340

Wang, H, Lin, G, Shen, X et al. (3 more authors) (2020) Effect of evaporator/condenser elevations on a loop heat pipe with non-condensable gas. Applied Thermal Engineering, 180. 115711. ISSN 1359-4311

Cao, Y, Yang, R and Carver, S orcid.org/0000-0002-4202-8234 (2020) Linking wilderness mapping and connectivity modelling：A methodological framework for wildland network planning. Biological Conservation, 251. 108679. ISSN 0006-3207

Yang, R, Cao, Y, Hou, S et al. (14 more authors) (2020) Cost-effective priorities for the expansion of global terrestrial protected areas: Setting post-2020 global and national targets. Science Advances, 6 (37). eabc3436. ISSN 2375-2548

Qian, B, Su, J, Wen, Z et al. (11 more authors) (2020) Orchestrating the Development Lifecycle of Machine Learning-based IoT Applications: A Taxonomy and Survey. ACM Computing Surveys, 53 (4). 82. ISSN 0360-0300

Yang, R, Hu, C, Sun, X et al. (6 more authors) (2020) Performance-Aware Speculative Resource Oversubscription for Large-Scale Clusters. IEEE Transactions on Parallel and Distributed Systems, 31 (7). pp. 1499-1517. ISSN 1045-9219

Landi, MT, Bishop, DT orcid.org/0000-0002-8752-8785, MacGregor, S et al. (158 more authors) (2020) Genome-wide association meta-analyses combining multiple risk phenotypes provide insights into the genetic architecture of cutaneous melanoma susceptibility. Nature Genetics, 52 (5). pp. 494-504. ISSN 1061-4036

Wen, Z, Lin, T, Yang, R et al. (5 more authors) (2020) GA-Par: Dependable Microservice Orchestration Framework for Geo-Distributed Clouds. IEEE Transactions on Parallel and Distributed Systems, 31 (1). pp. 129-143. ISSN 1045-9219

Cao, Y, Carver, S orcid.org/0000-0002-4202-8234 and Yang, R (2019) Mapping Wilderness in China: Comparing and Integrating Boolean and WLC approaches. Landscape and Urban Planning, 192. ARTN: 103636. ISSN 0169-2046

Garraghan, P, Ouyang, X, Yang, R et al. (2 more authors) (2019) Straggler Root-Cause and Impact Analysis for Massive-scale Virtualized Cloud Datacenters. IEEE Transactions on Services Computing, 12 (1). pp. 91-104. ISSN 1939-1374

Garraghan, P, Yang, R, Wen, Z et al. (4 more authors) (2018) Emergent Failures: Rethinking Cloud Reliability at Scale. IEEE Cloud Computing, 5 (5). pp. 12-21. ISSN 2325-6095

Cao, Y, Yang, R, Long, Y et al. (1 more author) (2018) A Preliminary Study on Mapping Wilderness in Mainland China. International Journal of Wilderness, 24 (2). ISSN 1086-5519

Vance, MG, Yang, R and Cao, Y (2018) To Establish a Chinese Wilderness Preservation System as an Essential Part of Eco-civilization. The New Era of Ecological Civilization, 1 (1). pp. 83-90.

Yang, R, Zhang, Y, Garraghan, PM et al. (5 more authors) (2017) Reliable Computing Service in Massive-scale Systems Through Rapid Low-cost Failover. IEEE Transactions on Services Computing, 10 (6). pp. 969-983. ISSN 1939-1374

Abbott, BP, Abbott, R, Abbott, TD et al. (3611 more authors) (2017) Multi-messenger Observations of a Binary Neutron Star Merger. Astrophysical Journal Letters , 848 (2). L12. ISSN 2041-8205

Liu, B, Jia, D, Lu, K et al. (5 more authors) (2017) Infrastructure-Assisted Message Dissemination for Supporting Heterogeneous Driving Patterns. IEEE Transactions on Intelligent Transportation Systems, 18 (10). pp. 2865-2876. ISSN 1524-9050

Wen, Z, Yang, R, Garraghan, P et al. (3 more authors) (2017) Fog Orchestration for Internet of Things Services. IEEE Internet Computing, 21 (2). pp. 16-24. ISSN 1089-7801

Book Section

Yang, R, Wen, Z, Mckee, D et al. (3 more authors) (2020) Software-Defined Fog Orchestration for IoT Services. In: Yang, Y, Huang, J, Zhang, T and Weinman, J, (eds.) Fog and Fogonomics: Challenges and Practices of Fog Computing, Communication, Networking, Strategy, and Economics. John Wiley & Sons , USA , pp. 179-212. ISBN 9781119501091

Proceedings Paper

Yang, Y, Yang, R orcid.org/0000-0001-6334-4925, Peng, H et al. (4 more authors) (2023) FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection. In: WWW '23: Proceedings of the ACM Web Conference 2023. WWW '23: The ACM Web Conference 2023, 30 Apr - 04 May 2023, Austin, TX, USA. ACM , pp. 1314-1323. ISBN 978-1-4503-9416-1

Sun, X, Wang, W, Qiu, S et al. (4 more authors) (2022) STRONGHOLD: Fast and Affordable Billion-Scale Deep Learning Model Training. In: SC '22: The International Conference for High Performance Computing, Networking, Storage and Analysis. International Conference for High Performance Computing, Networking, Storage, and Analysis (SC22), 13-18 Nov 2022. Association for Computing Machinery . ISBN 978-1-6654-5444-5

Zhu, J, Yang, R orcid.org/0000-0001-6334-4925, Hu, C et al. (4 more authors) (2021) Perph: A Workload Co-location Agent with Online Performance Prediction and Resource Inference. In: 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid). 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid ), 10-13 May 2021, Melbourne, Australia. . ISBN 978-1-7281-9586-5

Hu, C, Zhu, J, Yang, R et al. (6 more authors) (2020) TOPOSCH: Latency-Aware Scheduling Based on Critical Path Analysis on Shared YARN Clusters. In: Procedings of 2020 IEEE 13th International Conference on Cloud Computing (CLOUD). 2020 IEEE 13th International Conference on Cloud Computing (CLOUD), 19-23 Oct 2020, Beijing, China. IEEE , pp. 619-627. ISBN 978-1-7281-8780-8

Yeung, G, Borowiec, D, Yang, R et al. (3 more authors) (2020) Horus: An Interference-Aware Resource Manager for Deep Learning Systems. In: Lecture Notes in Computer Science. ICA3PP International Conference on Algorithms and Architectures for Parallel Processing, 02-04 Oct 2020, New York, NY, USA. Springer Nature . ISBN 978-3-030-60238-3

Zhu, J, Yang, R, Hu, C et al. (4 more authors) (2019) Perphon: a ML-based Agent for Workload Co-location via Performance Prediction and Resource Inference. In: Proceedings of the ACM Symposium on Cloud Computing. SoCC '19: ACM Symposium on Cloud Computing, 20-23 Nov 2019, Santa Cruz, California. ACM , p. 478. ISBN 9781450369732

Townend, P, Clement, S, Burdett, D et al. (4 more authors) (2019) Invited Paper: Improving Data Center Efficiency Through Holistic Scheduling In Kubernetes. In: Proceedings of the 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE). 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE), 04-09 Apr 2019, San Francisco East Bay, CA, USA. IEEE , pp. 156-166. ISBN 978-1-7281-1443-9

Xue, S, Hu, C, Zhu, J et al. (1 more author) (2019) Shaready: A Resource-IsolatedWorkload Co-Location System. In: 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE). 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE), 04-09 Apr 2019, San Francisco East Bay, CA, USA. IEEE . ISBN 978-1-7281-1443-9

Liu, P, Yang, R, Sun, J et al. (1 more author) (2019) SysOptic: A Fine-Grained Monitoring System for Virtual Machines Based on PMU. In: Proceedings of the 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE). 2019 IEEE International Conference on Service-Oriented System Engineering (SOSE), 04-09 Apr 2019, San Francisco East Bay, CA, USA. IEEE , pp. 244-246. ISBN 978-1-7281-1443-9

Sun, X, Hu, C, Yang, R et al. (5 more authors) (2018) ROSE: Cluster Resource Scheduling via Speculative Over-Subscription. In: Proceedings of the 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS). 2018 IEEE 38th International Conference on Distributed Computing Systems (ICDCS), 02-06 Jul 2018, Vienna, Austria. IEEE , pp. 949-960. ISBN 978-1-5386-6872-6

Ouyang, X, Wang, C, Yang, R et al. (3 more authors) (2018) ML-NA: A Machine Learning Based Node Performance Analyzer Utilizing Straggler Statistics. In: 2017 IEEE 23rd International Conference on Parallel and Distributed Systems (ICPADS). ICPADS 2017, 15-17 Dec 2017, Shenzhen, China. IEEE , pp. 73-80. ISBN 978-1-5386-2129-5

Yang, R, Ouyang, X, Chen, Y et al. (2 more authors) (2018) Intelligent Resource Scheduling at Scale: a Machine Learning Perspective. In: IEEE International Symposium on Service Oriented System Engineering. 2018 IEEE SOSE, 26-29 Mar 2018, Bamberg, Germany. IEEE , pp. 132-141. ISBN 978-1-5386-5207-7

Zhang, Y, Zhang, M, Wo, T et al. (3 more authors) (2018) A Scalable lnternet-of-Vehicles Service over Joint Clouds. In: 2018 IEEE Symposium on Service-Oriented System Engineering (SOSE). 2018 IEEE Symposium on Service-Oriented System Engineering (SOSE), 26-29 Mar 2018, Bamberg, Germany. IEEE , pp. 210-215. ISBN 978-1-5386-5208-4

Du, L, Wo, T, Yang, R et al. (1 more author) (2018) Cider: a Rapid Docker Container Deployment System through Sharing Network Storage. In: Proceedings of the 2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS). 2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS), 18-20 Dec 2017, Bangkok, Thailand. IEEE , pp. 332-339. ISBN 978-1-5386-2589-7

Wang, H, Zhang, M, Yang, R et al. (4 more authors) (2016) SMTP: An Optimized Storage Method for Vehicle Trajectory Data Exploiting Trajectory Patterns. In: 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS). 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS), 12-14 Dec 2016, Sydney, NSW, Australia. IEEE , pp. 773-780. ISBN 978-1-5090-4298-2

Hu, C, Wang, X, Yang, R orcid.org/0000-0001-6334-4925 et al. (1 more author) (2016) ScalaRDF: A Distributed, Elastic and Scalable In-Memory RDF Triple Store. In: 2016 IEEE 22nd International Conference on Parallel and Distributed Systems (ICPADS). 2016 IEEE 22nd International Conference on Parallel and Distributed Systems (ICPADS), 13-16 Dec 2016, Wuhan, China. IEEE , pp. 593-601. ISBN 978-1-5090-4457-3

Ouyang, X, Garraghan, P, Yang, R et al. (2 more authors) (2016) Reducing Late-Timing Failure at Scale: Straggler Root-Cause Analysis in Cloud Datacenters. In: Fast Abstracts in the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 28 Jun - 01 Jul 2016, Toulouse, France. DSN .

Yang, R and Xu, J orcid.org/0000-0002-4598-167X (2016) Computing at massive scale: Scalability and dependability challenges. In: Proceedings - 2016 IEEE Symposium on Service-Oriented System Engineering, SOSE 2016. 2016 IEEE Symposium on Service-Oriented System Engineering (SOSE), 29 Mar - 02 Apr 2016, Oxford, United Kingdom. IEEE , pp. 386-397. ISBN 9781509022533

Yang, R, Wo, T, Hu, C et al. (2 more authors) (2016) D^2PS: A Dependable Data Provisioning Service in Multi-tenant Cloud Environment. In: Proceedins of the 2016 IEEE 17th International Symposium on High Assurance Systems Engineering (HASE). 2016 IEEE 17th International Symposium on High Assurance Systems Engineering (HASE), 07-09 Jan 2016, Orlando, FL, USA. IEEE , pp. 252-259. ISBN 978-1-4673-9913-5

Jiang, W, Wo, T, Zhang, M et al. (2 more authors) (2015) A method for private car transportation dispatching based on a passenger demand model. In: Lecture Notes in Computer Science. The 2nd International Conference on Internet of Vehicles (IOV 2015), 19-21 Dec 2015, Chengdu, China. Springer Verlag (Germany) , pp. 37-48. ISBN 9783319272924

Zhang, Z, Li, C, Tao, Y et al. (3 more authors) (2014) Fuxi: A fault-tolerant resource management and job scheduling system at internet scale. In: Proceedings of the VLDB Endowment. 40th International Conference on Very Large Data Bases, 01-05 Sep 2014, Hangzhou, China. VLDB Endowment Inc. , pp. 1393-1404.

Yang, R, Moreno, IS, Xu, J orcid.org/0000-0002-4598-167X et al. (1 more author) (2014) An Analysis of Performance Interference Effects on Energy-Efficiency of Virtualized Cloud Environments. In: Proceedings of the 2013 IEEE 5th International Conference on Cloud Computing Technology and Science. 2013 IEEE 5th International Conference on Cloud Computing Technology and Science (CloudCom), 02-05 Dec 2013, Bristol, UK. IEEE , pp. 112-119. ISBN 978-0-7695-5095-4

Solis Moreno, I, Yang, R, Xu, J orcid.org/0000-0002-4598-167X et al. (1 more author) (2013) Improved energy-efficiency in cloud datacenters with interference-aware virtual machine placement. In: Proceedings of the 11th IEEE International Symposium on Autonomous Decentralized Systems. 11th IEEE International Symposium on Autonomous Decentralized Systems, 03-08 Mar 2013, Mexico City, Mexico. , pp. 145-152. ISBN 978-1-4673-5069-3