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Publications
Research
View All
Publications
selected scholarly works & creative activities
Article
2020
The Impact of Event Processing Flow on Asynchronous Server Efficiency
.
IEEE Transactions on Parallel and Distributed Systems
. 31:565-579.
Full Text via DOI:
10.1109/TPDS.2019.2938500
Web of Science:
000508373700006
2019
Integrating Concurrency Control in n-Tier Application Scaling Management in the Cloud
.
IEEE Transactions on Parallel and Distributed Systems
. 30:855-869.
Full Text via DOI:
10.1109/TPDS.2018.2871086
Web of Science:
000461343700011
Conference
2021
DART: A scalable and adaptive edge stream processing engine
. 239-252.
2020
Sr3: Customizable recovery for stateful stream processing systems
. 251-264.
Full Text via DOI:
10.1145/3423211.3425681
2020
FP4S: Fragment-based Parallel State Recovery for Stateful Stream Applications
.
2018 32ND IEEE INTERNATIONAL PARALLEL AND DISTRIBUTED PROCESSING SYMPOSIUM (IPDPS)
. 1102-1111.
Full Text via DOI:
10.1109/IPDPS47924.2020.00116
Web of Science:
000643734800106
2019
Exploiting the Spam Correlations in Scalable Online Social Spam Detection
.
Lecture Notes in Computer Science
. 146-160.
Full Text via DOI:
10.1007/978-3-030-23502-4_11
Web of Science:
000489897400011
2019
Machine Learning Guided Optimal Use of GPU Unified Memory
. 64-70.
Full Text via DOI:
10.1109/MCHPC49590.2019.00016
Web of Science:
000529056800009
2019
Towards Adaptive Replication for Hot/Cold Blocks in HDFS using MemCached
. 188-194.
Full Text via DOI:
10.1109/ICDIS.2019.00035
Web of Science:
000591669600028
2019
dpSmart: a Flexible Group based Recommendation Framework for Digital Repository Systems
.
2017 IEEE 6TH INTERNATIONAL CONGRESS ON BIG DATA (BIGDATA CONGRESS 2017)
. 111-120.
Full Text via DOI:
10.1109/BigDataCongress.2019.00028
Web of Science:
000539493700015
2018
Harnessing the Nature of Spam in Scalable Online Social Spam Detection
.
2014 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA)
. 3733-3736.
Web of Science:
000468499303113
2018
Oases: An Online Scalable Spam Detection System for Social Networks
. 98-105.
Full Text via DOI:
10.1109/CLOUD.2018.00020
Web of Science:
000454741700013
2017
Breaking Down Hadoop Distributed File Systems Data Analytics Tools: Apache Hive vs. Apache Pig vs. Pivotal HWAQ
.
IEEE International Conference on Cloud Computing, CLOUD
. 794-797.
Full Text via DOI:
10.1109/CLOUD.2017.117
Web of Science:
000427068800111
2017
GOVERNOR: Smoother Stream Processing Through Smarter Backpressure
. 145-154.
Full Text via DOI:
10.1109/ICAC.2017.31
Web of Science:
000452644300023
2017
RBAY: A Scalable and Extensible Information Plane for Federating Distributed Datacenter Resources
.
Distributed Computing Systems
. 1345-1355.
Full Text via DOI:
10.1109/ICDCS.2017.42
Web of Science:
000412759500125
2014
ELF: Efficient lightweight fast stream processing at scale
. 25-36.
2013
FastMR: Fast processing for large distributed data streams
Full Text via DOI:
10.1145/2523616.2525946
2013
Performance troubleshooting in data centers: An annotated bibliography
.
Operating Systems Review (ACM)
. 50-62.
Full Text via DOI:
10.1145/2553070.2553079
2012
Net-cohort: Detecting and managing VM ensembles in virtualized data centers
. 3-12.
Full Text via DOI:
10.1145/2371536.2371540
2012
Project hoover: Auto-scaling streaming map-reduce applications
. 7-12.
Full Text via DOI:
10.1145/2378356.2378359
2012
v-Bundle: Flexible group resource offerings in clouds
. 406-415.
Full Text via DOI:
10.1109/ICDCS.2012.61
2011
A flexible architecture integrating monitoring and analytics for managing large-scale data centers
. 141-150.
Full Text via DOI:
10.1145/1998582.1998605
2010
Look who's talking: Discovering dependencies between virtual machines using CPU utilization
Other Scholarly Work
2020
Max orientation coverage: efficient path planning to avoid collisions in the CNC milling of 3D objects
.
2012 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS)
. 6862-6869.
Full Text via DOI:
10.1109/IROS45743.2020.9340853
Web of Science:
000724145801067
Research
principal investigator on
CAREER: Scalable and Adaptive Edge Stream Processing
awarded by
National Science Foundation
2020 - 2025
SPX: Collaborative Research: NG4S: A Next-Generation Geo-Distributed Scalable Stateful Stream Processing System
awarded by
National Science Foundation
2019 - 2022
co-principal investigator on
Grant
Collaborative Research: Florida IT Graduation Attainment Pathways (Flit-GAP)
awarded by
National Science Foundation
2021 - 2026
Center for Homeland Security Research and Education
awarded by
U.S. Department of Homeland Security
2017 - 2023
subproject principal investigator on
RumorHunt: A Next-Generation Online Scalable Streaming System for Early Rumor Detection
awarded by
University of South Florida
2020 - 2022
investigator on
RET in Engineering and Computer Science SITE: Research Experience for Teachers on Cyber-Enabled Technologies
awarded by
National Science Foundation
2021 - 2025
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Map of Science