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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Sparks
biblio
Big Data and its Analyzing Tools : A Perspective
Submitted by aekwall on Tue, 08/17/2021 - 4:10pm
Fault tolerant systems
Storms
Sparks
Spark
Kerberos Mechanism
Java
HDFS
Hadoop
Bull-eye
BIGDATA
security
fault tolerance
Human behavior
Resiliency
Metrics
pubcrawl
Kerberos
tools
Cryptography
biblio
Clustering Analysis for Big Data in Network Security Domain Using a Spark-Based Method
Submitted by grigby1 on Wed, 06/30/2021 - 3:38pm
k-means
Sparks
Spark
security
Scalability
Resiliency
resilience
pubcrawl
network security
Network Security Architecture
intelligent data
Distributed databases
Compositionality
Communication networks
clustering analysis
Clustering algorithms
Big Data
arrays
biblio
Design and Implementation of Distributed Government Audit System Based on Multidimensional Online Analysis
Submitted by aekwall on Tue, 04/27/2021 - 1:28pm
Scalability
Big Data
programming
Data models
Resiliency
Human behavior
pubcrawl
Distributed databases
Analytical models
Government
Sparks
Security Audits
Design and implementation
Distributed government audit
multidimensional online analysis
biblio
A Comparison of Performance Metrics with Severely Imbalanced Network Security Big Data
Submitted by grigby1 on Fri, 08/28/2020 - 3:53pm
sampling
pattern classification
Performance Metrics
Precision-Recall Curve
Predictive models
pubcrawl
Radio frequency
resilience
Resiliency
minority classes
sampling distribution ratio
sampling methods
Scalability
severe class imbalance
severely imbalanced network security big data
Sparks
testing dataset roles
Training
Data mining
Apache Spark framework
area under the receiver operating characteristic curve
Big Data
Big Data Analytics
big data security metrics
Cluster Computing
computer network security
data analysis
apache spark
Geometric Mean
imbalanced data
learning (artificial intelligence)
machine learning
majority class
Measurement
metrics testing
Metrics
biblio
Performance Evaluation of Intrusion Detection Streaming Transactions Using Apache Kafka and Spark Streaming
Submitted by aekwall on Mon, 07/27/2020 - 12:14pm
cybersecurity intrusion detection
Sparks
Real-Time Decision Making
intrusion tolerance
Processing time
Big Data Analytics
apache kafka
Apache Spark Streaming
complex attacks
performance evaluation
extremely competitive financial market
high-level protection
intrusion detection streaming transactions
intrusion detection system
massive Internet-based services
short period time
Spark Streaming
stream data
machine learning
security of data
Big Data
real-time systems
Resiliency
pubcrawl
composability
internet
Decision Making
Intrusion Detection
telecommunication traffic
data analysis
Government
Data mining
fault tolerant computing
network traffic
parallel processing
biblio
Discovery of Society Structure in A Social Network Using Distributed Cache Memory
Submitted by grigby1 on Tue, 02/18/2020 - 11:56am
optimization
Web Caching
Sparks
SPARK tools
Spark
society structure
social networking (online)
social network
social media
Scalability
Resiliency
resilience
process nodes
Cache memory
Metrics
Mathematical model
mapping-reduction model
distributed memory systems
distributed cache memory
computational nodes
Computational modeling
community structure detection
community detection
Clustering algorithms
pubcrawl
cache storage
biblio
Big Provenance Stream Processing for Data Intensive Computations
Submitted by aekwall on Mon, 09/23/2019 - 10:40am
Data Lake
tagging
stream processing
Sparks
provenance events
Partitioning algorithms
parallel stream
parallel algorithms
parallel algorithm
out-of-order provenance streams
Out of order
on-the-fly provenance processing
Lakes
data-parallel frameworks
data provenance
Big Data
data intensive computations
Business
big provenance stream processing
Big Provenance
Provenance
data analysis
Metrics
Twitter
composability
pubcrawl
Human behavior
Resiliency
data integrity
biblio
Zero-Day Attack Identification in Streaming Data Using Semantics and Spark
Submitted by grigby1 on Mon, 03/26/2018 - 1:13pm
semantic reasoning
MRMR feature selection algorithm
parallel detection
pattern classification
pubcrawl
Resiliency
security of data
semantic learning
Semantic learning and reasoning
semantic link networks
minimum redundancy maximum relevance feature selection algorithm
Semantics
SLN
Spark Streaming
Spark streaming platform
Sparks
Training
Zero day attacks
zero-day attack identification
feature extraction
cognition
collaborative classification methods
Collaborative mining
composability
Computer hacking
Data Streaming
defense
dynamic semantic graph generation
Anomaly Detection
Feature Selection
Flow Creation
graph theory
groupware
IDS
Intrusion Detection Systems
learning (artificial intelligence)
Metrics
biblio
Hybrid Model of Rule Based and Clustering Analysis for Big Data Security
Submitted by grigby1 on Tue, 02/27/2018 - 2:40pm
Analytical models
Anomaly Detection
Big Data
Communication networks
composability
Data models
machine learning
privacy
pubcrawl
resilience
Resiliency
security
Security analysis
Sparks
tools
biblio
Shade: A Differentially-Private Wrapper for Enterprise Big Data
Submitted by grigby1 on Tue, 02/06/2018 - 1:43pm
Laplace equations
Sparks
Sensitivity
Scalability
Resiliency
pubcrawl
privacy
Policy
Metrics
Big Data
Human Factors
enterprise big data
differential privacy
Databases
data privacy
big data privacy
Big Data Analytics
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