Calton Pu

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 96

Top Venues

Publications

Xuhang Gu, Qingyang Wang, Qiben Yan, Jianshu Liu, Calton Pu
Sync-Millibottleneck Attack on Microservices Cloud Architecture. AsiaCCS (2024)
Gautam Srivastava, Jerry Chun-Wei Lin, Calton Pu, Yudong Zhang
Special Section on "Advances in Cyber-Manufacturing: Architectures, Challenges, & Future Research Directions". ACM Trans. Internet Techn. 23 (4) (2023)
Calton Pu, Abhijit Suprem, Aibek Musaev, João Eduardo Ferreira
Evolution of Knowledge in Social Media and Their Relationship to an Evolving Real World. CogMI (2023)
Yakun Huang, Xiuquan Qiao, Jian Tang, Pei Ren, Ling Liu, Calton Pu, Junliang Chen
An Integrated Cloud-Edge-Device Adaptive Deep Learning Service for Cross-Platform Web. IEEE Trans. Mob. Comput. 22 (4) (2023)
Abhijit Suprem, João Eduardo Ferreira, Calton Pu
Continuously Reliable Detection of New-Normal Misinformation: Semantic Masking and Contrastive Smoothing in High-Density Latent Regions. CoRR (2023)
Abhijit Suprem, Sanjyot Vaidya, Suma Cherkadi, Purva Singh, João Eduardo Ferreira, Calton Pu
Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning. CogMI (2022)
Abhijit Suprem, Sanjyot Vaidya, Calton Pu
Exploring Generalizability of Fine-Tuned Models for Fake News Detection. CIC (2022)
Abhijit Suprem, Sanjyot Vaidya, João Eduardo Ferreira, Calton Pu
Time-Aware Datasets are Adaptive Knowledgebases for the New Normal. CoRR (2022)
Pei Ren, Xiuquan Qiao, Yakun Huang, Ling Liu, Calton Pu, Schahram Dustdar
Fine-Grained Elastic Partitioning for Distributed DNN Towards Mobile Web AR Services in the 5G Era. IEEE Trans. Serv. Comput. 15 (6) (2022)
Abhijit Suprem, Calton Pu
MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection. CoRR (2022)
Andrei Ciortea, Xiaomin Zhu, Calton Pu, Munindar P. Singh
Introduction to the Special Issue on Multiagent Systems and Services in the Internet of Things. ACM Trans. Internet Techn. 22 (4) (2022)
Yanzhao Wu, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin, Wenqi Wei, Qi Zhang
A Comparative Measurement Study of Deep Learning as a Service Framework. IEEE Trans. Serv. Comput. 15 (1) (2022)
Yakun Huang, Xiuquan Qiao, Pei Ren, Ling Liu, Calton Pu, Schahram Dustdar, Junliang Chen
A Lightweight Collaborative Deep Neural Network for the Mobile Web in Edge Cloud. IEEE Trans. Mob. Comput. 21 (7) (2022)
Abhijit Suprem, Sanjyot Vaidya, Avinash Venugopal, João Eduardo Ferreira, Calton Pu
EdnaML: A Declarative API and Framework for Reproducible Deep Learning. CoRR (2022)
Abhijit Suprem, Purva Singh, Suma Cherkadi, Sanjyot Vaidya, João Eduardo Ferreira, Calton Pu
ATEAM: Knowledge Integration from Federated Datasets for Vehicle Feature Extraction using Annotation Team of Experts. CoRR (2022)
Shungeng Zhang, Qingyang Wang, Yasuhiko Kanemasa, Julius Michaelis, Jianshu Liu, Calton Pu
ShadowSync: latency long tail caused by hidden synchronization in real-time LSM-tree based stream processing systems. Middleware (2022)
Pei Ren, Xiuquan Qiao, Yakun Huang, Ling Liu, Calton Pu, Schahram Dustdar, Junliang Chen
Edge AR X5: An Edge-Assisted Multi-User Collaborative Framework for Mobile Web Augmented Reality in 5G and Beyond. IEEE Trans. Cloud Comput. 10 (4) (2022)
Abhijit Suprem, Calton Pu
Evaluating Generalizability of Fine-Tuned Models for Fake News Detection. CoRR (2022)
Abhijit Suprem, Sanjyot Vaidya, Suma Cherkadi, Purva Singh, João Eduardo Ferreira, Calton Pu
Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning. CoRR (2022)
Francesco Piccialli, Nik Bessis, Gwanggil Jeon, Calton Pu
Introduction to the Special Section on Data Science for Cyber-Physical Systems. ACM Trans. Internet Techn. 21 (2) (2021)
Amit Kumar Singh, Q. M. Jonathan Wu, Ali Al-Haj, Calton Pu
Introduction to the Special Section on Security and Privacy of Medical Data for Smart Healthcare. ACM Trans. Internet Techn. 21 (3) (2021)
Atsuko Takefusa, Jingtao Sun, Ikki Fujiwara, Hiroshi Yoshida, Kento Aida, Calton Pu
SINETStream: Enabling Research IoT Applications with Portability, Security and Performance Requirements. COMPSAC (2021)
Joshua Kimball, Rodrigo Alves Lima, Abhijit Suprem, Qingyang Wang, Yasuhiko Kanemasa, Calton Pu
PerfML: Smart Management of Complex Performance Data and Analytics. CogMI (2021)
Calton Pu, Qingyang Wang, Yasuhiko Kanemasa, Rodrigo Alves Lima, Joshua Kimball, Shungeng Zhang, Jianshu Liu, Xuhang Gu
A Functional Model and Analysis of Next Generation Malware Attacks and Defenses. TPS-ISA (2021)
André Luis Schwerz, Rafael Liberato, Calton Pu, João Eduardo Ferreira
Robust and Reliable Process-Aware Information Systems. IEEE Trans. Serv. Comput. 14 (3) (2021)
Calton Pu, Abhijit Suprem, Rodrigo Alves Lima, Aibek Musaev, De Wang, Danesh Irani, Steve Webb, João Eduardo Ferreira
Beyond Artificial Reality: Finding and Monitoring Live Events from Social Sensors. ACM Trans. Internet Techn. 20 (1) (2020)
Shungeng Zhang, Qingyang Wang, Yasuhiko Kanemasa, Jianshu Liu, Calton Pu
DoubleFaceAD: A New Datastore Driver Architecture to Optimize Fanout Query Performance. Middleware (2020)
Yakun Huang, Xiuquan Qiao, Jian Tang, Pei Ren, Ling Liu, Calton Pu, Junliang Chen
DeepAdapter: A Collaborative Deep Learning Framework for the Mobile Web Using Context-Aware Network Pruning. INFOCOM (2020)
Joshua Kimball, Rodrigo Alves Lima, Calton Pu
Finding Performance Patterns from Logs with High Confidence. ICWS (2020)
Abhijit Suprem, Calton Pu
Looking GLAMORous: Vehicle Re-Id in Heterogeneous Cameras Networks with Global and Local Attention. CoRR (2020)
Abhijit Suprem, Calton Pu, João Eduardo Ferreira
Small, Accurate, and Fast Vehicle Re-ID on the Edge: the SAFR Approach. CoRR (2020)
Rodrigo Alves Lima, Joshua Kimball, João Eduardo Ferreira, Calton Pu
Wise Toolkit: Enabling Microservice-Based System Performance Experiments. CLOUD (2020)
Calton Pu, Abhijit Suprem, Rodrigo Alves Lima
Challenges and Opportunities in Rapid Epidemic Information Propagation with Live Knowledge Aggregation from Social Media. CoRR (2020)
Abhijit Suprem, Calton Pu
EDNA-Covid: A Large-Scale Covid-19 Tweets Dataset Collected with the EDNA Streaming Toolkit. CoRR (2020)
Abhijit Suprem, Joy Arulraj, Calton Pu, João Eduardo Ferreira
ODIN: Automated Drift Detection and Recovery in Video Analytics. Proc. VLDB Endow. 13 (11) (2020)
Abhijit Suprem, Calton Pu, João Eduardo Ferreira
Small, Accurate, and Fast Re-ID on the Edge: The SAFR Approach. EDGE (2020)
Abhijit Suprem, Joy Arulraj, Calton Pu, João Eduardo Ferreira
ODIN: Automated Drift Detection and Recovery in Video Analytics. CoRR (2020)
Abhijit Suprem, Calton Pu
EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic Sources. CoRR (2020)
Joshua Kimball, Rodrigo Alves Lima, Yasuhiko Kanemasa, Calton Pu
PerfDB: A Data Management System for Fine-Grained Performance Anomaly Detection. CIC (2020)
Calton Pu, Abhijit Suprem, Rodrigo Alves Lima
Challenges and Opportunities in Rapid Epidemic Information Propagation with Live Knowledge Aggregation from Social Media. CogMI (2020)
Yakun Huang, Xiuquan Qiao, Pei Ren, Ling Liu, Calton Pu, Junliang Chen
A Lightweight Collaborative Recognition System with Binary Convolutional Neural Network for Mobile Web Augmented Reality. ICDCS (2019)
Qingyang Wang, Shungeng Zhang, Yasuhiko Kanemasa, Calton Pu, Balaji Palanisamy, Lilian Harada, Motoyuki Kawaba
Optimizing N-Tier Application Scalability in the Cloud: A Study of Soft Resource Allocation. ACM Trans. Model. Perform. Evaluation Comput. Syst. 4 (2) (2019)
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang
Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks. CoRR (2019)
Abhijit Suprem, Rodrigo Alves Lima, Bruno Padilha, João Eduardo Ferreira, Calton Pu
Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking in Multi-Camera Networks. CogMI (2019)
Lei Yu, Qi Zhang, Donna Dillenberger, Ling Liu, Calton Pu, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Hong Min, Arun Iyengar, Gong Su
GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure. CogMI (2019)
Joshua Kimball, Calton Pu
A Method and Tool for Automated Induction of Relations from Quantitative Performance Logs. CLOUD (2019)
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
Differentially Private Model Publishing for Deep Learning. CoRR (2019)
Rodrigo Alves Lima, Joshua Kimball, João Eduardo Ferreira, Calton Pu
Systematic Construction, Execution, and Reproduction of Complex Performance Benchmarks. CLOUD (2019)
Qingyang Wang, Shungeng Zhang, Yasuhiko Kanemasa, Calton Pu
Mitigating Tail Response Time of n-Tier Applications: The Impact of Asynchronous Invocations. ACM Trans. Internet Techn. 19 (3) (2019)
Abhijit Suprem, Calton Pu
Event Detection in Noisy Streaming Data with Combination of Corroborative and Probabilistic Sources. CoRR (2019)
Abhijit Suprem, Calton Pu
ASSED: A Framework for Identifying Physical Events through Adaptive Social Sensor Data Filtering. DEBS (2019)
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang
Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks. IEEE BigData (2019)
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
Differentially Private Model Publishing for Deep Learning. IEEE Symposium on Security and Privacy (2019)
Abhijit Suprem, Calton Pu
ASSED - A Framework for Identifying Physical Events through Adaptive Social Sensor Data Filtering. CoRR (2019)
Abhijit Suprem, Calton Pu
Event Detection in Noisy Streaming Data with Combination of Corroborative and Probabilistic Sources. CIC (2019)
Abhijit Suprem, Aibek Musaev, Calton Pu
Concept Drift Adaptive Physical Event Detection for Social Media Streams. CoRR (2019)
Bo Lin, Jianwei Yin, Qiang Shu, Shuiguang Deng, Ying Li, Pingping Jiang, Rulai Yang, Calton Pu
Integration of Machine Learning Techniques as Auxiliary Diagnosis of Inherited Metabolic Disorders: Promising Experience with Newborn Screening Data. CollaborateCom (2019)
Abhijit Suprem, Rodrigo Alves Lima, Bruno Padilha, João Eduardo Ferreira, Calton Pu
Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking in Multi-Camera Networks. CoRR (2019)
Abhijit Suprem, Aibek Musaev, Calton Pu
Concept Drift Adaptive Physical Event Detection for Social Media Streams. SERVICES (2019)
Abhijit Suprem, Duen Horng Chau, Calton Pu
Approximate Query Matching for Graph-Based Holistic Image Retrieval. BigData Congress (2018)
Qi Zhang, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin
Efficient Shared Memory Orchestration towards Demand Driven Memory Slicing. ICDCS (2018)
Qi Zhang, Ling Liu, Calton Pu, Qiwei Dou, Liren Wu, Wei Zhou
A Comparative Study of Containers and Virtual Machines in Big Data Environment. IEEE CLOUD (2018)
Junxiang Wang, Jianwei Yin, Shuiguang Deng, Ying Li, Calton Pu, Yan Tang, Zhiling Luo
Evaluating User Satisfaction with Typography Designs via Mining Touch Interaction Data in Mobile Reading. CHI (2018)
Lei Yu, Haiying Shen, Zhipeng Cai, Ling Liu, Calton Pu
Towards Bandwidth Guarantee for Virtual Clusters Under Demand Uncertainty in Multi-Tenant Clouds. IEEE Trans. Parallel Distributed Syst. 29 (2) (2018)
Oscar Garcia, Yasushi Shinjo, Calton Pu
Achieving Consistent Real-Time Latency at Scale in a Commodity Virtual Machine Environment Through Socket Outsourcing-Based Network Stacks. IEEE Access 6 (2018)
Rodrigo Alves Lima, Calton Pu, Bruno Padilha, Pedro Losco Takecian, Leonardo Tadashi Kamaura, João Eduardo Ferreira
Modeling Time-Critical Processes with WED-Flow. ICWS (2018)
Yanzhao Wu, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin, Wenqi Wei, Qi Zhang
A Comparative Measurement Study of Deep Learning as a Service Framework. CoRR (2018)
Bruno Padilha, Rafael Liberato Roberto, André Luis Schwerz, Calton Pu, João Eduardo Ferreira
WED-SQL: An Intermediate Declarative Language for PAIS Execution. ICWS (2018)
Jia Zhang, Stephen S. Yau, Calton Pu, Onur Altintas
Editorial Preface: Special Issue on Mobile & Cloud Computing Services. IEEE Trans. Serv. Comput. 11 (5) (2018)
Qi Zhang, Ling Liu, Calton Pu, Qiwei Dou, Liren Wu, Wei Zhou
A Comparative Study of Containers and Virtual Machines in Big Data Environment. CoRR (2018)
Oscar Garcia, Yasushi Shinjo, Calton Pu
Implementation and Comparative Evaluation of an Outsourcing Approach to Real-Time Network Services in Commodity Hosted Environments. CLOUD (2018)
Tao Zhu, Jack Li, Josh Kimball, Junhee Park, Chien-An Lai, Calton Pu, Qingyang Wang
Limitations of Load Balancing Mechanisms for N-Tier Systems in the Presence of Millibottlenecks. ICDCS (2017)
Qixuan Hou, Aibek Musaev, Yang Yang, Calton Pu
A Comparative Study of Increasing Automation in the Integration of Multilingual Social Media Information. CIC (2017)
Chien-An Lai, Josh Kimball, Tao Zhu, Qingyang Wang, Calton Pu
milliScope: A Fine-Grained Monitoring Framework for Performance Debugging of n-Tier Web Services. ICDCS (2017)
Calton Pu, Joshua Kimball, Chien-An Lai, Tao Zhu, Jack Li, Junhee Park, Qingyang Wang, Deepal Jayasinghe, PengCheng Xiong, Simon Malkowski, Qinyi Wu, Gueyoung Jung, Younggyun Koh, Galen S. Swint
The Millibottleneck Theory of Performance Bugs, and Its Experimental Verification. ICDCS (2017)
Huasong Shan, Qingyang Wang, Calton Pu
Tail Attacks on Web Applications. CCS (2017)
Aibek Musaev, De Wang, Jiateng Xie, Calton Pu
REX: Rapid Ensemble Classification System for Landslide Detection Using Social Media. ICDCS (2017)
Qingyang Wang, Chien-An Lai, Yasuhiko Kanemasa, Shungeng Zhang, Calton Pu
A Study of Long-Tail Latency in n-Tier Systems: RPC vs. Asynchronous Invocations. ICDCS (2017)
Xiulin Li, Li Pan, Jiwei Huang, Shijun Liu, Yuliang Shi, Li-zhen Cui, Calton Pu
Performance Analysis of Cloud Computing Centers Serving Parallelizable Rendering Jobs Using M/M/c/r Queuing Systems. ICDCS (2017)
João Eduardo Ferreira, Jose Antonio Visintin, Jun Okamoto, Calton Pu
Smart services: A case study on smarter public safety by a mobile app for University of São Paulo. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Aibek Musaev, Qixuan Hou, Yang Yang, Calton Pu
LITMUS: Towards Multilingual Reporting of Landslides. ICDCS (2017)
Jianwei Yin, Yan Tang, ShuiGuang Deng, Ying Li, Wei Lo, Kexiong Dong, Albert Y. Zomaya, Calton Pu
ASSER: An Efficient, Reliable, and Cost-Effective Storage Scheme for Object-Based Cloud Storage Systems. IEEE Trans. Computers 66 (8) (2017)
Wei Zhou, Ling Liu, Calton Pu, Tao Zhu, Qingyang Wang, Wenkun Xiang, Shaowen Yao
An Experimental Study of a Biosequence Big Data Analysis Service. ICWS (2017)
Aibek Musaev, Calton Pu
Landslide Information Service Based on Composition of Physical and Social Sensors. ICDE (2017)
Xudong Zhao, Jiwei Huang, Lei Liu, Shijun Liu, Calton Pu, Lizhen Cui
Automated Performance Evaluation for Multi-tier Cloud Service Systems Subject to Mixed Workloads. ICDCS (2017)
João Eduardo Ferreira, Pedro Losco Takecian, Leonardo Tadashi Kamaura, Bruno Padilha, Calton Pu
Dependency Management with WED-flow Techniques and Tools: A Case Study. CIC (2017)
Aibek Musaev, Calton Pu
Towards Multilingual Automated Classification Systems. ICDCS (2017)
Lei Yu, Ling Liu, Calton Pu
Dynamic Differential Location Privacy with Personalized Error Bounds. NDSS (2017)
Xudong Zhao, Jiwei Huang, Lei Liu, Yuliang Shi, Shijun Liu, Calton Pu, Lizhen Cui
Real-Time Soft Resource Allocation in Multi-Tier Web Service Systems. ICWS (2017)
Emre Yigitoglu, Ling Liu, Margaret Loper, Calton Pu
Distributed Orchestration in Large-Scale IoT Systems. ICIOT (2017)
Chien-An Lai, Asser N. Tantawi, Calton Pu
Coarse-Grained Information Flow Control on Hybrid Clouds. CLOUD (2016)
De Wang, Aibek Musaev, Calton Pu
Information Diffusion Analysis of Rumor Dynamics over a Social-Interaction Based Model. CIC (2016)
Jack Li, Calton Pu, Yuan Chen, Daniel Gmach, Dejan S. Milojicic
Enabling Elastic Stream Processing in Shared Clusters. CLOUD (2016)
Sanjay Madria, Takahiro Hara, Cyrus Shahabi, Calton Pu
Big Data: Challenges and Opportunities for Disaster Recovery (NII Shonan Meeting 2016-6). NII Shonan Meet. Rep. 2016 (2016)
Junhee Park, Qingyang Wang, Jack Li, Chien-An Lai, Tao Zhu, Calton Pu
Performance Interference of Memory Thrashing in Virtualized Cloud Environments: A Study of Consolidated n-Tier Applications. CLOUD (2016)
Iris Tien, Aibek Musaev, David Benas, Ameya Ghadi, Seymour Goodman, Calton Pu
Detection of Damage and Failure Events of Critical Public Infrastructure using Social Sensor Big Data. IoTBD (2016)
Yan Tang, Jianwei Yin, Wei Lo, Ying Li, ShuiGuang Deng, Kexiong Dong, Calton Pu
MICS: Mingling Chained Storage Combining Replication and Erasure Coding. SRDS (2015)
Rafael Liberato, André Luis Schwerz, Calton Pu, João Eduardo Ferreira
Abordagem Transacional para Padrões de Controle de Fluxo de Processos Científicos e de Negócios. SBBD (Short Papers) (2015)
Aibek Musaev, De Wang, Saajan Shridhar, Chien-An Lai, Calton Pu
Toward a Real-Time Service for Landslide Detection: Augmented Explicit Semantic Analysis and Clustering Composition Approaches. ICWS (2015)
PengCheng Xiong, Yun Chi, Shenghuo Zhu, Hyun Jin Moon, Calton Pu, Hakan Hacigümüs
SmartSLA: Cost-Sensitive Management of Virtualized Resources for CPU-Bound Database Services. IEEE Trans. Parallel Distributed Syst. 26 (5) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Calton Pu