data analytics at line speed over controlled network
DESCRIPTION
Data analytics at line speed over controlled network. Team :Alpha Adroit Ankit Dwivedi Nitish Jain Puneeth Reddy Ritu Arora Vinit Melinamani. Problem Statement. DASHBOARD. ( Software based ) Data Analyzer. PKT1. Software based data analyzers Cannot achieve line speed - PowerPoint PPT PresentationTRANSCRIPT
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DATA ANALYTICS AT LINE SPEED OVER CONTROLLED NETWORK
TEAM :ALPHA ADROIT
ANKIT DWIVEDINITISH JAINPUNEETH REDDYRITU ARORAVINIT MELINAMANI
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PROBLEM STATEMENT(Software based) Data Analyzer
• Software based data analyzers Cannot achieve line
speed Packet decoding
overhead
DASHBOARD
PKT1
PKT1PKT1
PKT2
PKT2PKT2
2)Complex software and infrastructure
1)Slow
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APPLICATIONSubscribers/Consumer
Gateway Router
Data Analysis System
Provides Organization with –
• Malicious Activity/Distributed Attack Notification
• Unauthorized Website Access
• Traffic Monitoring and Distribution
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MULTI CORE IMPLEMENTATION
IN F
IFO
Arb
iter
OU
TPU
T Q
UEU
ESP1
CORE 2
CORE 1
P2
P1P1
INFORMATION
EXTRACTED!!
P2P2
P2
INFORMATION
EXTRACTED!!
P2P Detection System
Intrusion Detection System
P2P Detection System
Intrusion Detection System
FINISHED!!FINISHED!
!
FINISHED!!
FINISHED!!
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P2P Hardware Accelerator: Pattern Matcher
Hardware Accelerator – An Overview
1.Source IP Address 2. Unauthorized access
1.Source IP Address 2. Authorized access
1.Source IP2.Destination IP3.Pattern match4.Detected Pattern - XXX
P2PDETECTION SYSTEM
PATTERN MATCHING
ENGINE
PKT
PKT
PKT
PKTPKTPKT
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FLOW OF INSTRUCTIONS - SINGLE CORE DUAL THREAD
REGISTERFILE
INST.MEMORY
CONTROL UNIT
ALU
DATAMEMORY
ZERO
MUX
MUX
MUX
SIGN EXT.
PC1
PC2
MU
X
PC
THREAD SCHEDULER
ADD $3,$2,$1
T1
$3,$2,$1
$2,$1$3
$2
$1
$3
T1
SUM
SUM
$3 $3
SUM
BEQ TA,$3,$2
TA,$3,$2
$3,$2 $2
$3
TA
TA
TA
Z
TATA
Z
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SAMPLE PACKET FLOW
Control Node (NetFPGA)
Node 1
Node 3Node 4
Node5
PKT
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DASHBOARD
Control Node
Node1
Node3
Node4
Node5
Network Topology
Node5
Threshold level
Dat
a(K
b)
Torrentz
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Control Node(NetFPGA)
Node1
Node3Node4
Node5
P2P PACKET FLOW
PKT
PKTPKT
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DASHBOARD
Control Node
Node1
Node3
Node4
Node5
Network Topology
Node5
Threshold level
Restricted Website Access
Node 4 - 10.1.3.3 Pattern - XXXX
Malicious Activity
Node 1 - 10.1.0.3 Pattern - YYYY Node 6 - 10.1.5.3 Pattern - ZZZZSequence – XXXX- YYYY- ZZZZDistributed Attack
Traffic Distribution
Dat
a(K
b)
Torrentz
HTTP9%
RTP21%
TCP6%
UDP63%
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