SlideShare a Scribd company logo
1 of 2
GLOBALSOFT TECHNOLOGIES 
Fast Regular Expression Matching Using Small TCAM 
Abstract 
Regular expression (RE) matching is a core component of deep packet inspection in modern networking 
and security devices. In this paper, we propose the first hardware-based RE matching approach that 
uses ternary content addressable memory (TCAM), which is available as off-the-shelf chips and has been 
widely deployed in modern networking devices for tasks such as packet classification. We propose three 
novel techniques to reduce TCAM space and improve RE matching speed: transition sharing, table 
consolidation, and variable striding. We tested our techniques on eight real-world RE sets, and our 
results show that small TCAMs can be used to store large deterministic finite automata (DFAs) and 
achieve potentially high RE matching throughput. For space, we can store each of the corresponding 
eight DFAs with 25 000 states in a 0.59-Mb TCAM chip. Using a different TCAM encoding scheme that 
facilitates processing multiple characters per transition, we can achieve potential RE matching 
throughput of 10-19 Gb/s for each of the eight DFAs using only a single 2.36-Mb TCAM chip. 
Existing system 
Regular expression (RE) matching is a core component of deep packet inspection in modern networking 
and security devices. In this paper, we propose the first hardware-based RE matching approach that 
uses ternary content addressable memory (TCAM), which is available as off-the-shelf chips and has been 
widely deployed in modern networking devices for tasks such as packet classification. 
Proposed system 
IEEE PROJECTS & SOFTWARE DEVELOPMENTS 
IEEE FINAL YEAR PROJECTS|IEEE ENGINEERING PROJECTS|IEEE STUDENTS PROJECTS|IEEE 
BULK PROJECTS|BE/BTECH/ME/MTECH/MS/MCA PROJECTS|CSE/IT/ECE/EEE PROJECTS 
CELL: +91 98495 39085, +91 99662 35788, +91 98495 57908, +91 97014 40401 
Visit: www.finalyearprojects.org Mail to:ieeefinalsemprojects@gmail.com
We propose three novel techniques to reduce TCAM space and improve RE matching speed: transition 
sharing, table consolidation, and variable striding. We tested our techniques on eight real-world RE sets, 
and our results show that small TCAMs can be used to store large deterministic finite automata (DFAs) 
and achieve potentially high RE matching throughput. For space, we can store each of the corresponding 
eight DFAs with 25 000 states in a 0.59-Mb TCAM chip. Using a different TCAM encoding scheme that 
facilitates processing multiple characters per transition, we can achieve potential RE matching 
throughput of 10-19 Gb/s for each of the eight DFAs using only a single 2.36-Mb TCAM chip. 
SYSTEM CONFIGURATION:- 
HARDWARE CONFIGURATION:- 
 Processor - Pentium –IV 
 Speed - 1.1 Ghz 
 RAM - 256 MB(min) 
 Hard Disk - 20 GB 
 Key Board - Standard Windows Keyboard 
 Mouse - Two or Three Button Mouse 
 Monitor - SVGA 
SOFTWARE CONFIGURATION:- 
 Operating System : Windows XP 
 Programming Language : JAVA 
 Java Version : JDK 1.6 & above.

More Related Content

What's hot

Porting an MPI application to hybrid MPI+OpenMP with Reveal tool on Shaheen II
Porting an MPI application to hybrid MPI+OpenMP with Reveal tool on Shaheen IIPorting an MPI application to hybrid MPI+OpenMP with Reveal tool on Shaheen II
Porting an MPI application to hybrid MPI+OpenMP with Reveal tool on Shaheen IIGeorge Markomanolis
 
Optimal configuration of network
Optimal configuration of networkOptimal configuration of network
Optimal configuration of networkjpstudcorner
 
work load characterization
work load characterizationwork load characterization
work load characterizationRaghu Golla
 
Inefficiencies in using Middleboxes with OpenFlow
Inefficiencies in using Middleboxes with OpenFlowInefficiencies in using Middleboxes with OpenFlow
Inefficiencies in using Middleboxes with OpenFlowUS-Ignite
 
Parallel algorithms
Parallel algorithmsParallel algorithms
Parallel algorithmsDanish Javed
 
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...IEEEGLOBALSOFTSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Discount counting for fast flow statistics...
IEEE 2014 NS2 NETWORKING PROJECTS  Discount counting for fast flow statistics...IEEE 2014 NS2 NETWORKING PROJECTS  Discount counting for fast flow statistics...
IEEE 2014 NS2 NETWORKING PROJECTS Discount counting for fast flow statistics...IEEEBEBTECHSTUDENTPROJECTS
 
[台灣人工智慧學校] 新竹分校第一期結業典禮 - 主題演講
[台灣人工智慧學校] 新竹分校第一期結業典禮 - 主題演講[台灣人工智慧學校] 新竹分校第一期結業典禮 - 主題演講
[台灣人工智慧學校] 新竹分校第一期結業典禮 - 主題演講台灣資料科學年會
 

What's hot (10)

Chapter 1 pc
Chapter 1 pcChapter 1 pc
Chapter 1 pc
 
Porting an MPI application to hybrid MPI+OpenMP with Reveal tool on Shaheen II
Porting an MPI application to hybrid MPI+OpenMP with Reveal tool on Shaheen IIPorting an MPI application to hybrid MPI+OpenMP with Reveal tool on Shaheen II
Porting an MPI application to hybrid MPI+OpenMP with Reveal tool on Shaheen II
 
Optimal configuration of network
Optimal configuration of networkOptimal configuration of network
Optimal configuration of network
 
NS3 Simulation Research Guidance
NS3 Simulation Research GuidanceNS3 Simulation Research Guidance
NS3 Simulation Research Guidance
 
work load characterization
work load characterizationwork load characterization
work load characterization
 
Inefficiencies in using Middleboxes with OpenFlow
Inefficiencies in using Middleboxes with OpenFlowInefficiencies in using Middleboxes with OpenFlow
Inefficiencies in using Middleboxes with OpenFlow
 
Parallel algorithms
Parallel algorithmsParallel algorithms
Parallel algorithms
 
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...
 
IEEE 2014 NS2 NETWORKING PROJECTS Discount counting for fast flow statistics...
IEEE 2014 NS2 NETWORKING PROJECTS  Discount counting for fast flow statistics...IEEE 2014 NS2 NETWORKING PROJECTS  Discount counting for fast flow statistics...
IEEE 2014 NS2 NETWORKING PROJECTS Discount counting for fast flow statistics...
 
[台灣人工智慧學校] 新竹分校第一期結業典禮 - 主題演講
[台灣人工智慧學校] 新竹分校第一期結業典禮 - 主題演講[台灣人工智慧學校] 新竹分校第一期結業典禮 - 主題演講
[台灣人工智慧學校] 新竹分校第一期結業典禮 - 主題演講
 

Viewers also liked

IEEE 2014 NS2 NETWORKING PROJECTS A hybrid hardware architecture for high sp...
IEEE 2014 NS2 NETWORKING PROJECTS  A hybrid hardware architecture for high sp...IEEE 2014 NS2 NETWORKING PROJECTS  A hybrid hardware architecture for high sp...
IEEE 2014 NS2 NETWORKING PROJECTS A hybrid hardware architecture for high sp...IEEEBEBTECHSTUDENTPROJECTS
 
Virtualization & Network Connectivity
Virtualization & Network Connectivity Virtualization & Network Connectivity
Virtualization & Network Connectivity itplant
 
Iaetsd implementation of aho corasick algorithm
Iaetsd implementation of aho corasick algorithmIaetsd implementation of aho corasick algorithm
Iaetsd implementation of aho corasick algorithmIaetsd Iaetsd
 
Cache memory
Cache memoryCache memory
Cache memoryAnuj Modi
 
COMPUTER MEMORY : TYPES & FUNCTIONS
COMPUTER MEMORY : TYPES & FUNCTIONSCOMPUTER MEMORY : TYPES & FUNCTIONS
COMPUTER MEMORY : TYPES & FUNCTIONSAngel Mary George
 
A Low Power Hybrid Partition SRAM based TCAM with a Parity Bit
A Low Power Hybrid Partition SRAM based TCAM with a Parity BitA Low Power Hybrid Partition SRAM based TCAM with a Parity Bit
A Low Power Hybrid Partition SRAM based TCAM with a Parity BitAM Publications
 
Ternary Content Addressable Memory Types And Matchline Schemes
Ternary Content Addressable Memory Types And Matchline SchemesTernary Content Addressable Memory Types And Matchline Schemes
Ternary Content Addressable Memory Types And Matchline SchemesIJERA Editor
 
Hardware Approaches for Fast Lookup & Classification
Hardware Approaches for Fast Lookup & ClassificationHardware Approaches for Fast Lookup & Classification
Hardware Approaches for Fast Lookup & ClassificationJignesh Patel
 

Viewers also liked (9)

IEEE 2014 NS2 NETWORKING PROJECTS A hybrid hardware architecture for high sp...
IEEE 2014 NS2 NETWORKING PROJECTS  A hybrid hardware architecture for high sp...IEEE 2014 NS2 NETWORKING PROJECTS  A hybrid hardware architecture for high sp...
IEEE 2014 NS2 NETWORKING PROJECTS A hybrid hardware architecture for high sp...
 
G1034853
G1034853G1034853
G1034853
 
Virtualization & Network Connectivity
Virtualization & Network Connectivity Virtualization & Network Connectivity
Virtualization & Network Connectivity
 
Iaetsd implementation of aho corasick algorithm
Iaetsd implementation of aho corasick algorithmIaetsd implementation of aho corasick algorithm
Iaetsd implementation of aho corasick algorithm
 
Cache memory
Cache memoryCache memory
Cache memory
 
COMPUTER MEMORY : TYPES & FUNCTIONS
COMPUTER MEMORY : TYPES & FUNCTIONSCOMPUTER MEMORY : TYPES & FUNCTIONS
COMPUTER MEMORY : TYPES & FUNCTIONS
 
A Low Power Hybrid Partition SRAM based TCAM with a Parity Bit
A Low Power Hybrid Partition SRAM based TCAM with a Parity BitA Low Power Hybrid Partition SRAM based TCAM with a Parity Bit
A Low Power Hybrid Partition SRAM based TCAM with a Parity Bit
 
Ternary Content Addressable Memory Types And Matchline Schemes
Ternary Content Addressable Memory Types And Matchline SchemesTernary Content Addressable Memory Types And Matchline Schemes
Ternary Content Addressable Memory Types And Matchline Schemes
 
Hardware Approaches for Fast Lookup & Classification
Hardware Approaches for Fast Lookup & ClassificationHardware Approaches for Fast Lookup & Classification
Hardware Approaches for Fast Lookup & Classification
 

Similar to IEEE 2014 NS2 NETWORKING PROJECTS Fast regular expression matching using small tcam

2014 IEEE JAVA NETWORKING COMPUTING PROJECT Compact dfa scalable pattern matc...
2014 IEEE JAVA NETWORKING COMPUTING PROJECT Compact dfa scalable pattern matc...2014 IEEE JAVA NETWORKING COMPUTING PROJECT Compact dfa scalable pattern matc...
2014 IEEE JAVA NETWORKING COMPUTING PROJECT Compact dfa scalable pattern matc...IEEEFINALYEARSTUDENTPROJECT
 
2014 IEEE JAVA NETWORKING PROJECT Compactdfa scalable pattern matching usingl...
2014 IEEE JAVA NETWORKING PROJECT Compactdfa scalable pattern matching usingl...2014 IEEE JAVA NETWORKING PROJECT Compactdfa scalable pattern matching usingl...
2014 IEEE JAVA NETWORKING PROJECT Compactdfa scalable pattern matching usingl...IEEEFINALSEMSTUDENTSPROJECTS
 
IEEE 2014 JAVA NETWORKING PROJECTS Compact dfa scalable pattern matching usin...
IEEE 2014 JAVA NETWORKING PROJECTS Compact dfa scalable pattern matching usin...IEEE 2014 JAVA NETWORKING PROJECTS Compact dfa scalable pattern matching usin...
IEEE 2014 JAVA NETWORKING PROJECTS Compact dfa scalable pattern matching usin...IEEEGLOBALSOFTSTUDENTPROJECTS
 
FEC & File Multicast
FEC & File MulticastFEC & File Multicast
FEC & File MulticastYoss Cohen
 
Communication Performance Over A Gigabit Ethernet Network
Communication Performance Over A Gigabit Ethernet NetworkCommunication Performance Over A Gigabit Ethernet Network
Communication Performance Over A Gigabit Ethernet NetworkIJERA Editor
 
Novel Adaptive Hold Logic Circuit for the Multiplier using Add Round Key and ...
Novel Adaptive Hold Logic Circuit for the Multiplier using Add Round Key and ...Novel Adaptive Hold Logic Circuit for the Multiplier using Add Round Key and ...
Novel Adaptive Hold Logic Circuit for the Multiplier using Add Round Key and ...IJMTST Journal
 
Network Processing on an SPE Core in Cell Broadband EngineTM
Network Processing on an SPE Core in Cell Broadband EngineTMNetwork Processing on an SPE Core in Cell Broadband EngineTM
Network Processing on an SPE Core in Cell Broadband EngineTMSlide_N
 
Achieving Portability and Efficiency in a HPC Code Using Standard Message-pas...
Achieving Portability and Efficiency in a HPC Code Using Standard Message-pas...Achieving Portability and Efficiency in a HPC Code Using Standard Message-pas...
Achieving Portability and Efficiency in a HPC Code Using Standard Message-pas...Derryck Lamptey, MPhil, CISSP
 
Investigations on Implementation of Ternary Content Addressable Memory Archit...
Investigations on Implementation of Ternary Content Addressable Memory Archit...Investigations on Implementation of Ternary Content Addressable Memory Archit...
Investigations on Implementation of Ternary Content Addressable Memory Archit...IRJET Journal
 
Hardback solution to accelerate multimedia computation through mgp in cmp
Hardback solution to accelerate multimedia computation through mgp in cmpHardback solution to accelerate multimedia computation through mgp in cmp
Hardback solution to accelerate multimedia computation through mgp in cmpeSAT Publishing House
 
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...IJNSA Journal
 
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...IJNSA Journal
 
NetSim Webinar on LTE Networks
NetSim Webinar on LTE NetworksNetSim Webinar on LTE Networks
NetSim Webinar on LTE NetworksKAVITHA IYER
 
Cache performance-x86-2009
Cache performance-x86-2009Cache performance-x86-2009
Cache performance-x86-2009Léia de Sousa
 
2017 18 ieee vlsi titles,IEEE 2017-18 BULK NS2 PROJECTS TITLES,IEEE 2017-18...
2017 18 ieee vlsi titles,IEEE 2017-18  BULK  NS2 PROJECTS TITLES,IEEE 2017-18...2017 18 ieee vlsi titles,IEEE 2017-18  BULK  NS2 PROJECTS TITLES,IEEE 2017-18...
2017 18 ieee vlsi titles,IEEE 2017-18 BULK NS2 PROJECTS TITLES,IEEE 2017-18...Nexgen Technology
 
First phase report on "ANALYZING THE EFFECTIVENESS OF THE ADVANCED ENCRYPTION...
First phase report on "ANALYZING THE EFFECTIVENESS OF THE ADVANCED ENCRYPTION...First phase report on "ANALYZING THE EFFECTIVENESS OF THE ADVANCED ENCRYPTION...
First phase report on "ANALYZING THE EFFECTIVENESS OF THE ADVANCED ENCRYPTION...Nikhil Jain
 

Similar to IEEE 2014 NS2 NETWORKING PROJECTS Fast regular expression matching using small tcam (20)

Networking Articles Overview
Networking Articles OverviewNetworking Articles Overview
Networking Articles Overview
 
2014 IEEE JAVA NETWORKING COMPUTING PROJECT Compact dfa scalable pattern matc...
2014 IEEE JAVA NETWORKING COMPUTING PROJECT Compact dfa scalable pattern matc...2014 IEEE JAVA NETWORKING COMPUTING PROJECT Compact dfa scalable pattern matc...
2014 IEEE JAVA NETWORKING COMPUTING PROJECT Compact dfa scalable pattern matc...
 
2014 IEEE JAVA NETWORKING PROJECT Compactdfa scalable pattern matching usingl...
2014 IEEE JAVA NETWORKING PROJECT Compactdfa scalable pattern matching usingl...2014 IEEE JAVA NETWORKING PROJECT Compactdfa scalable pattern matching usingl...
2014 IEEE JAVA NETWORKING PROJECT Compactdfa scalable pattern matching usingl...
 
IEEE 2014 JAVA NETWORKING PROJECTS Compact dfa scalable pattern matching usin...
IEEE 2014 JAVA NETWORKING PROJECTS Compact dfa scalable pattern matching usin...IEEE 2014 JAVA NETWORKING PROJECTS Compact dfa scalable pattern matching usin...
IEEE 2014 JAVA NETWORKING PROJECTS Compact dfa scalable pattern matching usin...
 
FEC & File Multicast
FEC & File MulticastFEC & File Multicast
FEC & File Multicast
 
Communication Performance Over A Gigabit Ethernet Network
Communication Performance Over A Gigabit Ethernet NetworkCommunication Performance Over A Gigabit Ethernet Network
Communication Performance Over A Gigabit Ethernet Network
 
A Novel Approach in Scheduling Of the Real- Time Tasks In Heterogeneous Multi...
A Novel Approach in Scheduling Of the Real- Time Tasks In Heterogeneous Multi...A Novel Approach in Scheduling Of the Real- Time Tasks In Heterogeneous Multi...
A Novel Approach in Scheduling Of the Real- Time Tasks In Heterogeneous Multi...
 
Novel Adaptive Hold Logic Circuit for the Multiplier using Add Round Key and ...
Novel Adaptive Hold Logic Circuit for the Multiplier using Add Round Key and ...Novel Adaptive Hold Logic Circuit for the Multiplier using Add Round Key and ...
Novel Adaptive Hold Logic Circuit for the Multiplier using Add Round Key and ...
 
Network Processing on an SPE Core in Cell Broadband EngineTM
Network Processing on an SPE Core in Cell Broadband EngineTMNetwork Processing on an SPE Core in Cell Broadband EngineTM
Network Processing on an SPE Core in Cell Broadband EngineTM
 
Achieving Portability and Efficiency in a HPC Code Using Standard Message-pas...
Achieving Portability and Efficiency in a HPC Code Using Standard Message-pas...Achieving Portability and Efficiency in a HPC Code Using Standard Message-pas...
Achieving Portability and Efficiency in a HPC Code Using Standard Message-pas...
 
Investigations on Implementation of Ternary Content Addressable Memory Archit...
Investigations on Implementation of Ternary Content Addressable Memory Archit...Investigations on Implementation of Ternary Content Addressable Memory Archit...
Investigations on Implementation of Ternary Content Addressable Memory Archit...
 
IJETAE_1013_119
IJETAE_1013_119IJETAE_1013_119
IJETAE_1013_119
 
Hardback solution to accelerate multimedia computation through mgp in cmp
Hardback solution to accelerate multimedia computation through mgp in cmpHardback solution to accelerate multimedia computation through mgp in cmp
Hardback solution to accelerate multimedia computation through mgp in cmp
 
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
 
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
LOW AREA FPGA IMPLEMENTATION OF DROMCSLA-QTL ARCHITECTURE FOR CRYPTOGRAPHIC A...
 
NetSim Webinar on LTE Networks
NetSim Webinar on LTE NetworksNetSim Webinar on LTE Networks
NetSim Webinar on LTE Networks
 
Cache performance-x86-2009
Cache performance-x86-2009Cache performance-x86-2009
Cache performance-x86-2009
 
At34278282
At34278282At34278282
At34278282
 
2017 18 ieee vlsi titles,IEEE 2017-18 BULK NS2 PROJECTS TITLES,IEEE 2017-18...
2017 18 ieee vlsi titles,IEEE 2017-18  BULK  NS2 PROJECTS TITLES,IEEE 2017-18...2017 18 ieee vlsi titles,IEEE 2017-18  BULK  NS2 PROJECTS TITLES,IEEE 2017-18...
2017 18 ieee vlsi titles,IEEE 2017-18 BULK NS2 PROJECTS TITLES,IEEE 2017-18...
 
First phase report on "ANALYZING THE EFFECTIVENESS OF THE ADVANCED ENCRYPTION...
First phase report on "ANALYZING THE EFFECTIVENESS OF THE ADVANCED ENCRYPTION...First phase report on "ANALYZING THE EFFECTIVENESS OF THE ADVANCED ENCRYPTION...
First phase report on "ANALYZING THE EFFECTIVENESS OF THE ADVANCED ENCRYPTION...
 

More from IEEEBEBTECHSTUDENTPROJECTS

IEEE 2014 NS2 NETWORKING PROJECTS Temporal traffic dynamics improve the conn...
IEEE 2014 NS2 NETWORKING PROJECTS  Temporal traffic dynamics improve the conn...IEEE 2014 NS2 NETWORKING PROJECTS  Temporal traffic dynamics improve the conn...
IEEE 2014 NS2 NETWORKING PROJECTS Temporal traffic dynamics improve the conn...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Proportional fair coding for wireless mesh...
IEEE 2014 NS2 NETWORKING PROJECTS  Proportional fair coding for wireless mesh...IEEE 2014 NS2 NETWORKING PROJECTS  Proportional fair coding for wireless mesh...
IEEE 2014 NS2 NETWORKING PROJECTS Proportional fair coding for wireless mesh...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Optical networking with variable code-rate...
IEEE 2014 NS2 NETWORKING PROJECTS  Optical networking with variable code-rate...IEEE 2014 NS2 NETWORKING PROJECTS  Optical networking with variable code-rate...
IEEE 2014 NS2 NETWORKING PROJECTS Optical networking with variable code-rate...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Improving spectrum efficiency via in netwo...
IEEE 2014 NS2 NETWORKING PROJECTS  Improving spectrum efficiency via in netwo...IEEE 2014 NS2 NETWORKING PROJECTS  Improving spectrum efficiency via in netwo...
IEEE 2014 NS2 NETWORKING PROJECTS Improving spectrum efficiency via in netwo...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Distributed detection in mobile access wir...
IEEE 2014 NS2 NETWORKING PROJECTS  Distributed detection in mobile access wir...IEEE 2014 NS2 NETWORKING PROJECTS  Distributed detection in mobile access wir...
IEEE 2014 NS2 NETWORKING PROJECTS Distributed detection in mobile access wir...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Cloudy computing leveraging weather foreca...
IEEE 2014 NS2 NETWORKING PROJECTS  Cloudy computing leveraging weather foreca...IEEE 2014 NS2 NETWORKING PROJECTS  Cloudy computing leveraging weather foreca...
IEEE 2014 NS2 NETWORKING PROJECTS Cloudy computing leveraging weather foreca...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Certificateless remote anonymous authentic...
IEEE 2014 NS2 NETWORKING PROJECTS  Certificateless remote anonymous authentic...IEEE 2014 NS2 NETWORKING PROJECTS  Certificateless remote anonymous authentic...
IEEE 2014 NS2 NETWORKING PROJECTS Certificateless remote anonymous authentic...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Asymptotic analysis on secrecy capacity in...
IEEE 2014 NS2 NETWORKING PROJECTS  Asymptotic analysis on secrecy capacity in...IEEE 2014 NS2 NETWORKING PROJECTS  Asymptotic analysis on secrecy capacity in...
IEEE 2014 NS2 NETWORKING PROJECTS Asymptotic analysis on secrecy capacity in...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 NS2 NETWORKING PROJECTS Algorithms for enhanced inter cell interfe...
IEEE 2014 NS2 NETWORKING PROJECTS  Algorithms for enhanced inter cell interfe...IEEE 2014 NS2 NETWORKING PROJECTS  Algorithms for enhanced inter cell interfe...
IEEE 2014 NS2 NETWORKING PROJECTS Algorithms for enhanced inter cell interfe...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Phase based-binarization-of-ancie...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Phase based-binarization-of-ancie...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Phase based-binarization-of-ancie...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Phase based-binarization-of-ancie...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Fingerprint compression-based-on-...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Fingerprint compression-based-on-...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Fingerprint compression-based-on-...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Fingerprint compression-based-on-...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Digital image-sharing-by-diverse-...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Digital image-sharing-by-diverse-...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Digital image-sharing-by-diverse-...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Digital image-sharing-by-diverse-...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Designing an efficient image encr...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Designing an efficient image encr...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Designing an efficient image encr...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Designing an efficient image encr...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS An efficient-parallel-approach-fo...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  An efficient-parallel-approach-fo...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  An efficient-parallel-approach-fo...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS An efficient-parallel-approach-fo...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Tension in active shapes
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Tension in active shapesIEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Tension in active shapes
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Tension in active shapesIEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Seamless view synthesis through te...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Seamless view synthesis through te...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Seamless view synthesis through te...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Seamless view synthesis through te...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Scale adaptive dictionary learning
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Scale adaptive dictionary learningIEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Scale adaptive dictionary learning
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Scale adaptive dictionary learningIEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Saliency aware video compression
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Saliency aware video compressionIEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Saliency aware video compression
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Saliency aware video compressionIEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Robust face recognition from multi...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Robust face recognition from multi...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Robust face recognition from multi...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Robust face recognition from multi...IEEEBEBTECHSTUDENTPROJECTS
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS On the spectrum of the plenoptic f...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS On the spectrum of the plenoptic f...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS On the spectrum of the plenoptic f...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS On the spectrum of the plenoptic f...IEEEBEBTECHSTUDENTPROJECTS
 

More from IEEEBEBTECHSTUDENTPROJECTS (20)

IEEE 2014 NS2 NETWORKING PROJECTS Temporal traffic dynamics improve the conn...
IEEE 2014 NS2 NETWORKING PROJECTS  Temporal traffic dynamics improve the conn...IEEE 2014 NS2 NETWORKING PROJECTS  Temporal traffic dynamics improve the conn...
IEEE 2014 NS2 NETWORKING PROJECTS Temporal traffic dynamics improve the conn...
 
IEEE 2014 NS2 NETWORKING PROJECTS Proportional fair coding for wireless mesh...
IEEE 2014 NS2 NETWORKING PROJECTS  Proportional fair coding for wireless mesh...IEEE 2014 NS2 NETWORKING PROJECTS  Proportional fair coding for wireless mesh...
IEEE 2014 NS2 NETWORKING PROJECTS Proportional fair coding for wireless mesh...
 
IEEE 2014 NS2 NETWORKING PROJECTS Optical networking with variable code-rate...
IEEE 2014 NS2 NETWORKING PROJECTS  Optical networking with variable code-rate...IEEE 2014 NS2 NETWORKING PROJECTS  Optical networking with variable code-rate...
IEEE 2014 NS2 NETWORKING PROJECTS Optical networking with variable code-rate...
 
IEEE 2014 NS2 NETWORKING PROJECTS Improving spectrum efficiency via in netwo...
IEEE 2014 NS2 NETWORKING PROJECTS  Improving spectrum efficiency via in netwo...IEEE 2014 NS2 NETWORKING PROJECTS  Improving spectrum efficiency via in netwo...
IEEE 2014 NS2 NETWORKING PROJECTS Improving spectrum efficiency via in netwo...
 
IEEE 2014 NS2 NETWORKING PROJECTS Distributed detection in mobile access wir...
IEEE 2014 NS2 NETWORKING PROJECTS  Distributed detection in mobile access wir...IEEE 2014 NS2 NETWORKING PROJECTS  Distributed detection in mobile access wir...
IEEE 2014 NS2 NETWORKING PROJECTS Distributed detection in mobile access wir...
 
IEEE 2014 NS2 NETWORKING PROJECTS Cloudy computing leveraging weather foreca...
IEEE 2014 NS2 NETWORKING PROJECTS  Cloudy computing leveraging weather foreca...IEEE 2014 NS2 NETWORKING PROJECTS  Cloudy computing leveraging weather foreca...
IEEE 2014 NS2 NETWORKING PROJECTS Cloudy computing leveraging weather foreca...
 
IEEE 2014 NS2 NETWORKING PROJECTS Certificateless remote anonymous authentic...
IEEE 2014 NS2 NETWORKING PROJECTS  Certificateless remote anonymous authentic...IEEE 2014 NS2 NETWORKING PROJECTS  Certificateless remote anonymous authentic...
IEEE 2014 NS2 NETWORKING PROJECTS Certificateless remote anonymous authentic...
 
IEEE 2014 NS2 NETWORKING PROJECTS Asymptotic analysis on secrecy capacity in...
IEEE 2014 NS2 NETWORKING PROJECTS  Asymptotic analysis on secrecy capacity in...IEEE 2014 NS2 NETWORKING PROJECTS  Asymptotic analysis on secrecy capacity in...
IEEE 2014 NS2 NETWORKING PROJECTS Asymptotic analysis on secrecy capacity in...
 
IEEE 2014 NS2 NETWORKING PROJECTS Algorithms for enhanced inter cell interfe...
IEEE 2014 NS2 NETWORKING PROJECTS  Algorithms for enhanced inter cell interfe...IEEE 2014 NS2 NETWORKING PROJECTS  Algorithms for enhanced inter cell interfe...
IEEE 2014 NS2 NETWORKING PROJECTS Algorithms for enhanced inter cell interfe...
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Phase based-binarization-of-ancie...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Phase based-binarization-of-ancie...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Phase based-binarization-of-ancie...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Phase based-binarization-of-ancie...
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Fingerprint compression-based-on-...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Fingerprint compression-based-on-...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Fingerprint compression-based-on-...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Fingerprint compression-based-on-...
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Digital image-sharing-by-diverse-...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Digital image-sharing-by-diverse-...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Digital image-sharing-by-diverse-...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Digital image-sharing-by-diverse-...
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Designing an efficient image encr...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Designing an efficient image encr...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  Designing an efficient image encr...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Designing an efficient image encr...
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS An efficient-parallel-approach-fo...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  An efficient-parallel-approach-fo...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS  An efficient-parallel-approach-fo...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS An efficient-parallel-approach-fo...
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Tension in active shapes
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Tension in active shapesIEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Tension in active shapes
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Tension in active shapes
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Seamless view synthesis through te...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Seamless view synthesis through te...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Seamless view synthesis through te...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Seamless view synthesis through te...
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Scale adaptive dictionary learning
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Scale adaptive dictionary learningIEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Scale adaptive dictionary learning
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Scale adaptive dictionary learning
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Saliency aware video compression
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Saliency aware video compressionIEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Saliency aware video compression
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Saliency aware video compression
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Robust face recognition from multi...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Robust face recognition from multi...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Robust face recognition from multi...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS Robust face recognition from multi...
 
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS On the spectrum of the plenoptic f...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS On the spectrum of the plenoptic f...IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS On the spectrum of the plenoptic f...
IEEE 2014 MATLAB IMAGE PROCESSING PROJECTS On the spectrum of the plenoptic f...
 

Recently uploaded

UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)Dr SOUNDIRARAJ N
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxbritheesh05
 
Work Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvWork Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvLewisJB
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfROCENODodongVILLACER
 
An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...Chandu841456
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction managementMariconPadriquez1
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.eptoze12
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catcherssdickerson1
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleAlluxio, Inc.
 
8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitterShivangiSharma879191
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
Concrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxConcrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxKartikeyaDwivedi3
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEroselinkalist12
 

Recently uploaded (20)

POWER SYSTEMS-1 Complete notes examples
POWER SYSTEMS-1 Complete notes  examplesPOWER SYSTEMS-1 Complete notes  examples
POWER SYSTEMS-1 Complete notes examples
 
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
UNIT III ANALOG ELECTRONICS (BASIC ELECTRONICS)
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptx
 
Work Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvWork Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvv
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdf
 
An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...An experimental study in using natural admixture as an alternative for chemic...
An experimental study in using natural admixture as an alternative for chemic...
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction management
 
Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.Oxy acetylene welding presentation note.
Oxy acetylene welding presentation note.
 
young call girls in Green Park🔝 9953056974 🔝 escort Service
young call girls in Green Park🔝 9953056974 🔝 escort Serviceyoung call girls in Green Park🔝 9953056974 🔝 escort Service
young call girls in Green Park🔝 9953056974 🔝 escort Service
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at Scale
 
8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter8251 universal synchronous asynchronous receiver transmitter
8251 universal synchronous asynchronous receiver transmitter
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
Concrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxConcrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptx
 
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETEINFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
INFLUENCE OF NANOSILICA ON THE PROPERTIES OF CONCRETE
 

IEEE 2014 NS2 NETWORKING PROJECTS Fast regular expression matching using small tcam

  • 1. GLOBALSOFT TECHNOLOGIES Fast Regular Expression Matching Using Small TCAM Abstract Regular expression (RE) matching is a core component of deep packet inspection in modern networking and security devices. In this paper, we propose the first hardware-based RE matching approach that uses ternary content addressable memory (TCAM), which is available as off-the-shelf chips and has been widely deployed in modern networking devices for tasks such as packet classification. We propose three novel techniques to reduce TCAM space and improve RE matching speed: transition sharing, table consolidation, and variable striding. We tested our techniques on eight real-world RE sets, and our results show that small TCAMs can be used to store large deterministic finite automata (DFAs) and achieve potentially high RE matching throughput. For space, we can store each of the corresponding eight DFAs with 25 000 states in a 0.59-Mb TCAM chip. Using a different TCAM encoding scheme that facilitates processing multiple characters per transition, we can achieve potential RE matching throughput of 10-19 Gb/s for each of the eight DFAs using only a single 2.36-Mb TCAM chip. Existing system Regular expression (RE) matching is a core component of deep packet inspection in modern networking and security devices. In this paper, we propose the first hardware-based RE matching approach that uses ternary content addressable memory (TCAM), which is available as off-the-shelf chips and has been widely deployed in modern networking devices for tasks such as packet classification. Proposed system IEEE PROJECTS & SOFTWARE DEVELOPMENTS IEEE FINAL YEAR PROJECTS|IEEE ENGINEERING PROJECTS|IEEE STUDENTS PROJECTS|IEEE BULK PROJECTS|BE/BTECH/ME/MTECH/MS/MCA PROJECTS|CSE/IT/ECE/EEE PROJECTS CELL: +91 98495 39085, +91 99662 35788, +91 98495 57908, +91 97014 40401 Visit: www.finalyearprojects.org Mail to:ieeefinalsemprojects@gmail.com
  • 2. We propose three novel techniques to reduce TCAM space and improve RE matching speed: transition sharing, table consolidation, and variable striding. We tested our techniques on eight real-world RE sets, and our results show that small TCAMs can be used to store large deterministic finite automata (DFAs) and achieve potentially high RE matching throughput. For space, we can store each of the corresponding eight DFAs with 25 000 states in a 0.59-Mb TCAM chip. Using a different TCAM encoding scheme that facilitates processing multiple characters per transition, we can achieve potential RE matching throughput of 10-19 Gb/s for each of the eight DFAs using only a single 2.36-Mb TCAM chip. SYSTEM CONFIGURATION:- HARDWARE CONFIGURATION:-  Processor - Pentium –IV  Speed - 1.1 Ghz  RAM - 256 MB(min)  Hard Disk - 20 GB  Key Board - Standard Windows Keyboard  Mouse - Two or Three Button Mouse  Monitor - SVGA SOFTWARE CONFIGURATION:-  Operating System : Windows XP  Programming Language : JAVA  Java Version : JDK 1.6 & above.