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Ultrafast Ternary Content-Addressable Nonvolatile Floating-Gate Memory Based on van der Waals Heterostructures
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作者 Peng Song Xuanye Liu +8 位作者 Jiequn Sun Nuertai Jiazila Chijun Wei Hui Gao Chengze Du Hui Guo Haitao Yang Lihong Bao Hong-Jun Gao 《Chinese Physics Letters》 2025年第6期297-304,I0001-I0006,共14页
As a typical in-memory computing hardware design, nonvolatile ternary content-addressable memories(TCAMs) enable the logic operation and data storage for high throughout in parallel big data processing. However,TCAM c... As a typical in-memory computing hardware design, nonvolatile ternary content-addressable memories(TCAMs) enable the logic operation and data storage for high throughout in parallel big data processing. However,TCAM cells based on conventional silicon-based devices suffer from structural complexity and large footprintlimitations. Here, we demonstrate an ultrafast nonvolatile TCAM cell based on the MoTe2/hBN/multilayergraphene (MLG) van der Waals heterostructure using a top-gated partial floating-gate field-effect transistor(PFGFET) architecture. Based on its ambipolar transport properties, the carrier type in the source/drain andcentral channel regions of the MoTe2 channel can be efficiently tuned by the control gate and top gate, respectively,enabling the reconfigurable operation of the device in either memory or FET mode. When working inthe memory mode, it achieves an ultrafast 60 ns programming/erase speed with a current on-off ratio of ∼105,excellent retention capability, and robust endurance. When serving as a reconfigurable transistor, unipolar p-typeand n-type FETs are obtained by adopting ultrafast 60 ns control-gate voltage pulses with different polarities.The monolithic integration of memory and logic within a single device enables the content-addressable memory(CAM) functionality. Finally, by integrating two PFGFETs in parallel, a TCAM cell with a high current ratioof ∼10^(5) between the match and mismatch states is achieved without requiring additional peripheral circuitry.These results provide a promising route for the design of high-performance TCAM devices for future in-memorycomputing applications. 展开更多
关键词 van der waals heterostructures floating gate memory memory computing parallel big data processing nonvolatile memory van der waals heterostructure ternary content addressable memory top gated partial floating gate field effect transistor
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Application Strategies of Automatic Addressable Single-Lamp Control Technology in Tunnel Lighting
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作者 Huiyan Yang 《Journal of World Architecture》 2024年第2期90-95,共6页
The article mainly studies the application strategy of automatic addressable single-lamp control technology in tunnel lighting.It encompasses an introduction to this technology,an analysis of the tunnel lighting syste... The article mainly studies the application strategy of automatic addressable single-lamp control technology in tunnel lighting.It encompasses an introduction to this technology,an analysis of the tunnel lighting system using automatic addressable single-lamp control technology,and outlines the main development direction for this technology in modern tunnel lighting.The aim is to offer insights that can inform the rational deployment of this technology,thereby enhancing the lighting control effectiveness in modern tunnels and meeting their specific lighting requirements more effectively. 展开更多
关键词 Tunnel lighting Automatic addressable single-lamp control technology System design Cascade control
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Content Addressable Storage Optimization for Desktop Virtualization Based Disaster Backup Storage System 被引量:3
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作者 Ruan Li Xiao Lim in Zhu Mingfa 《China Communications》 SCIE CSCD 2012年第7期1-13,共13页
This paper proposes a content addres sable storage optimization method, VDeskCAS, for desktop virtualization storage based disaster backup storage system. The method implements a blocklevel storage optimization, by em... This paper proposes a content addres sable storage optimization method, VDeskCAS, for desktop virtualization storage based disaster backup storage system. The method implements a blocklevel storage optimization, by employing the algorithms of chunking image file into blocks, the blockffmger calculation and the block dedup li cation. A File system in Use Space (FUSE) based storage process for VDeskCAS is also introduced which optimizes current direct storage to suit our content addressable storage. An interface level modification makes our system easy to extend. Experiments on virtual desktop image files and normal files verify the effectiveness of our method and above 60% storage volume decrease is a chieved for Red Hat Enterprise Linux image files. Key words: disaster backup; desktop virtualization; storage optimization; content addressable storage 展开更多
关键词 disaster backup desktop virtualization storage optimization content addressable storage
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A non-labeled DNA biosensor based on light addressable potentiometric sensor modified with TiO_2 thin film 被引量:1
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作者 Xiao-lin ZONG Chun-sheng WU Xiao-ling WU Yun-feng LU Ping WANG 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2009年第11期860-866,共7页
Titanium dioxide (TiO2) thin film was deposited on the surface of the light addressable potentiometric sensor (LAPS) to modify the sensor surface for the non-labeled detection of DNA molecules. To evaluate the effect ... Titanium dioxide (TiO2) thin film was deposited on the surface of the light addressable potentiometric sensor (LAPS) to modify the sensor surface for the non-labeled detection of DNA molecules. To evaluate the effect of ultraviolet (UV) treatment on the silanization level of TiO2 thin film by 3-aminopropyltriethoxysilane (APTS),fluorescein isothiocyanate (FITC) was used to label the amine group on the end of APTS immobilized onto the TiO2 thin film. We found that,with UV irradiation,the silanization level of the irradiated area of the TiO2 film was improved compared with the non-irradiated area under well-controlled conditions. This result indicates that TiO2 can act as a coating material on the biosensor surface to improve the effect and efficiency of the covalent immobilization of biomolecules on the sensor surface. The artificially synthesized probe DNA molecules were covalently linked onto the surface of TiO2 film. The hybridization of probe DNA and target DNA was monitored by the recording of I-V curves that shift along the voltage axis during the process of reaction. A significant LAPS signal can be detected at 10 μmol/L of target DNA sample. 展开更多
关键词 DNA biosensor Titanium dioxide (Ti02) thin film Light addressable potentiometric sensor (LAPS) SILANIZATION Fluorescein label Gene chip
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A NOVEL BITTER DETECTION BIOSENSOR BASED ON LIGHT ADDRESSABLE POTENTIOMETRIC SENSOR 被引量:1
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作者 CHUNSHENG WU LIPING DU +1 位作者 LIHUI MAO PING WANG 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2012年第2期34-40,共7页
This paper presents a novel biosensor for bitter substance detection on the basis of light addressable potentiometric sensor(LAPS).Taste receptor cells(TRCs)were used as sensitive elements,which can respond to differe... This paper presents a novel biosensor for bitter substance detection on the basis of light addressable potentiometric sensor(LAPS).Taste receptor cells(TRCs)were used as sensitive elements,which can respond to different bitter stimuli with extreme high sensitivity and speci-ficity.TRCs were isolated from the taste buds of rats and cultured on the surface of LAPS chip.Due to the unique advantages such as single-cell recording,light addressable capability,and noninvasiveness,LAPS chip was used as secondary transducer to monitor the responses of TRCs by recording extracelluar potential changes.The results indicate LAPS chip can effectively record the responses of TRCs to different bitter substances used in this study in a real-time manner for a long-term.In addition,by performing principal component analysis on the LAPS recording data,different bitter substances tested can be successfully discriminated.It is suggested this TRCsLAPS hybrid biosensor could be a valuable tool for bitter substance detection.With further improvement and novel design,it has great potentials to be applied in both basic research and practical applications related to bitter taste detection. 展开更多
关键词 Taste receptor cells bitter detection bitter signal transduction light addressable potentiometric sensor BIOSENSOR
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Shared Cache Based on Content Addressable Memory in a Multi-Core Architecture
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作者 Allam Abumwais Mahmoud Obaid 《Computers, Materials & Continua》 SCIE EI 2023年第3期4951-4963,共13页
Modern shared-memory multi-core processors typically have shared Level 2(L2)or Level 3(L3)caches.Cache bottlenecks and replacement strategies are the main problems of such architectures,where multiple cores try to acc... Modern shared-memory multi-core processors typically have shared Level 2(L2)or Level 3(L3)caches.Cache bottlenecks and replacement strategies are the main problems of such architectures,where multiple cores try to access the shared cache simultaneously.The main problem in improving memory performance is the shared cache architecture and cache replacement.This paper documents the implementation of a Dual-Port Content Addressable Memory(DPCAM)and a modified Near-Far Access Replacement Algorithm(NFRA),which was previously proposed as a shared L2 cache layer in a multi-core processor.Standard Performance Evaluation Corporation(SPEC)Central Processing Unit(CPU)2006 benchmark workloads are used to evaluate the benefit of the shared L2 cache layer.Results show improved performance of the multicore processor’s DPCAM and NFRA algorithms,corresponding to a higher number of concurrent accesses to shared memory.The new architecture significantly increases system throughput and records performance improvements of up to 8.7%on various types of SPEC 2006 benchmarks.The miss rate is also improved by about 13%,with some exceptions in the sphinx3 and bzip2 benchmarks.These results could open a new window for solving the long-standing problems with shared cache in multi-core processors. 展开更多
关键词 Multi-core processor shared cache content addressable memory dual port CAM replacement algorithm benchmark program
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Dual-Port Content Addressable Memory for Cache Memory Applications
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作者 Allam Abumwais Adil Amirjanov +1 位作者 Kaan Uyar Mujahed Eleyat 《Computers, Materials & Continua》 SCIE EI 2022年第3期4583-4597,共15页
Multicore systems oftentimes use multiple levels of cache to bridge the gap between processor and memory speed.This paper presents a new design of a dedicated pipeline cache memory for multicore processors called dual... Multicore systems oftentimes use multiple levels of cache to bridge the gap between processor and memory speed.This paper presents a new design of a dedicated pipeline cache memory for multicore processors called dual port content addressable memory(DPCAM).In addition,it proposes a new replacement algorithm based on hardware which is called a near-far access replacement algorithm(NFRA)to reduce the cost overhead of the cache controller and improve the cache access latency.The experimental results indicated that the latency for write and read operations are significantly less in comparison with a set-associative cache memory.Moreover,it was shown that a latency of a read operation is nearly constant regardless of the size of DPCAM.However,an estimation of the power dissipation showed that DPCAM consumes about 7%greater than a set-associative cache memory of the same size.These results encourage for embedding DPCAM within the multicore processors as a small shared cache memory. 展开更多
关键词 Multicore system content addressable memory dual port CAM cache controller set-associative cache power dissipation
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Content Addressable Memory Using Automatic Charge Balancing with Self-Control Mechanism and Master-Slave Match Line Design
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作者 Dr. Deepa Jose P. Suganya Dr. Palanichamy Nirmal Kumar 《Circuits and Systems》 2016年第6期597-611,共15页
Content Addressable Memory (CAM) is a type of memory used for high-speed search applications. Due to parallel comparison feature, the CAM memory leads to large power consumption which is caused by frequent pre-charge ... Content Addressable Memory (CAM) is a type of memory used for high-speed search applications. Due to parallel comparison feature, the CAM memory leads to large power consumption which is caused by frequent pre-charge or discharge of match line. In this paper, CAM for automatic charge balancing with self-control mechanism is proposed to control the voltage swing of ML for reducing the power consumption of CAM. Another technique to reduce the power dissipation is to use MSML, it combines the master-slave architecture with charge minimization technique. Unlike the conventional design, only one match line (ML) is used, whereas in Master-Slave Match Line (MSML) one master ML and several slave MLs are used to reduce the power dissipation in CAM caused by match lines (MLs). Theoretically, the match line (ML) reduces the power consumption up to 50% which is independent of search and match case. The simulation results using Cadence tool of MSML show the reduced power consumption in CAM and modified CAM cell. 展开更多
关键词 Content addressable Memory (CAM) Match Line (ML) Master-Slave Match Line (MSML) Charge Balance Translation Look-Aside Buffer (TLAB)
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Reducing vulnerability to soft errors in sub-100 nm content addressable memory circuits 被引量:1
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作者 孙岩 张甲兴 +1 位作者 张民选 郝跃 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2010年第2期94-98,共5页
We first study the impacts of soft errors on various types of CAM for different feature sizes.After presenting a soft error immune CAM cell,SSB-RCAM,we propose two kinds of reliable CAM,DCF-RCAM and DCK-RCAM. In addit... We first study the impacts of soft errors on various types of CAM for different feature sizes.After presenting a soft error immune CAM cell,SSB-RCAM,we propose two kinds of reliable CAM,DCF-RCAM and DCK-RCAM. In addition,we present an ignore mechanism to protect dual cell redundancy CAMs against soft errors.Experimental results indicate that the 11T-NOR CAM cell has an advantage in soft error immunity.Based on 11T-NOR,the proposed reliable CAMs reduce the SER by about 81%on average with acceptable overheads.The SER of dual cell redundancy CAMs can also be decreased using the ignore mechanism in specific applications. 展开更多
关键词 soft error content addressable memory RELIABILITY VULNERABILITY critical charge
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Silica nanoparticle with a single His-tag for addressable functionalization, reversible assembly, and recycling
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作者 Yuye Cao Yangdong Cui +5 位作者 Yu Yang Jie Hua Zheng-Mei song Haifang Wang Yuanfang Liu Aoneng Cao 《Nano Research》 SCIE EI CAS CSCD 2018年第5期2512-2522,共11页
For many biomedical and catalytic applications, such as encapsulation of proteins/enzymes in nanopartides (NPs), it is preferable to have well-dispersed small NPs that are stable in solution and behave quasi-homogen... For many biomedical and catalytic applications, such as encapsulation of proteins/enzymes in nanopartides (NPs), it is preferable to have well-dispersed small NPs that are stable in solution and behave quasi-homogeneously. However, conventional liquid phase methods for small-NP synthesis and functionalization usually face great difficulties in separation/purification and recycling. In addition, controlling the orientation of proteins inside NPs is also a crucial issue to maximize the activity of the encapsulated proteins. Herein, we report a solid phase method to solve these problems. Using His-tagged proteins as cores, well-dispersed core-sheU silica NPs are facilely synthesized and functionalized in a column. The core His-tagged proteins are kept bound on the surface of the resIn beads in the column during the entire process, making the separation/purification of NPs and their precursors during the multiple-step process as simple as a few-minutes procedure of draining and washing the column. Each obtained silica NP has an adjustable eccentric core-shell structure with only one His-tag sticking out of the particle. This single His-tag on the surface of each NP not only makes it easy for addressable and stoichiometric functionalization of the NP but also provides an easy way to reversibly assemble NPs into dimers or be oriented on the surface of large particles. Notably, this solid phase approach also provides a versatile means to control the orientation of proteins inside NPs, and the His-tag makes it easy to recycle those well-dispersed small NPs. 展开更多
关键词 His-tagged nanoparticle solid phase reversible assembly addressable functionalization protein orientation
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Testing content addressable memories with physical fault models
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作者 马麟 杨旭 +1 位作者 钟石强 陈云霁 《Journal of Semiconductors》 EI CAS CSCD 北大核心 2009年第8期109-115,共7页
Content addressable memory (CAM) is widely used and its tests mostly use functional fault models. However, functional fault models cannot describe some physical faults exactly. This paper introduces physical fault m... Content addressable memory (CAM) is widely used and its tests mostly use functional fault models. However, functional fault models cannot describe some physical faults exactly. This paper introduces physical fault models for write-only CAM. Two test algorithms which can cover 100% targeted physical faults are also proposed. The algorithm for a CAM module with N-bit match output signal needs only 2N+2L+4 comparison operations and 5N writing operations, where N is the number of words and L is the word length. The algorithm for a HIT-signal-only CAM module uses 2N+2L+5 comparison operations and 8N writing operations. Compared to previous work, the proposed algorithms can test more physical faults with a few more operations. An experiment on a test chip shows the effectiveness and efficiency of the proposed physical fault models and algorithms. 展开更多
关键词 content addressable memory test algorithm physical fault model
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A Study of Variations in Address Forms in the Tinghu Dialect of Yancheng City
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作者 Xingcheng Pan Zhenjun Song 《Journal of Contemporary Educational Research》 2025年第1期227-233,共7页
This study explores the variations in address forms within the Tinghu dialect of Yancheng city.The findings reveal that the ways individuals address one another in this region deviate from the established principles o... This study explores the variations in address forms within the Tinghu dialect of Yancheng city.The findings reveal that the ways individuals address one another in this region deviate from the established principles of tone sandhi theory.In Chinese phonology,it is generally assumed that individual characters serve as fundamental forms based on their standard pronunciations,with real-time pronunciations adapting to phonetic conditions.However,the study of address forms has not traditionally been integrated into this framework.Observations indicate that a wide range of addressing methods is employed in social interactions,reflecting the complexity of regional cultural traits and social dynamics.This research highlights the distinctive features of address forms in the Tinghu dialect,particularly in terms of tone sandhi,vocative expressions,and indirect address.By examining these unique characteristics,the study enhances our understanding of the principles governing tonal changes in Chinese.Furthermore,it offers valuable insights into the preservation and inheritance of regional dialects. 展开更多
关键词 Tone sandhi Address form Vocative Indirect address
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A Dynamic SDN-Based Address Hopping Model for IoT Anonymization
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作者 Zesheng Xi Chuan He +1 位作者 Yunfan Wang Bo Zhang 《Computer Modeling in Engineering & Sciences》 2025年第8期2545-2565,共21页
The increasing reliance on interconnected Internet of Things(IoT)devices has amplified the demand for robust anonymization strategies to protect device identities and ensure secure communication.However,traditional an... The increasing reliance on interconnected Internet of Things(IoT)devices has amplified the demand for robust anonymization strategies to protect device identities and ensure secure communication.However,traditional anonymization methods for IoT networks often rely on static identity models,making them vulnerable to inference attacks through long-term observation.Moreover,these methods tend to sacrifice data availability to protect privacy,limiting their practicality in real-world applications.To overcome these limitations,we propose a dynamic device identity anonymization framework using Moving Target Defense(MTD)principles implemented via Software-Defined Networking(SDN).In our model,the SDN controller periodically reconfigures the network addresses and routes of IoT devices using a constraint-aware backtracking algorithmthat constructs new virtual topologies under connectivity and performance constraints.This address-hopping scheme introduces continuous unpredictability at the network layer dynamically changing device identifiers,routing paths,and even network topology which thwarts attacker reconnaissance while preserving normal communication.Experimental results demonstrate that our approach significantly reduces device identity exposure and scan success rates for attackers compared to static networks.Moreover,the dynamic schememaintains high data availability and network performance.Under attack conditions it reduced average communication delay by approximately 60% vs.an unprotected network,with minimal overhead on system resources. 展开更多
关键词 Device anonymization address hopping moving target defense software defined networking cyber resilience
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43 robot teams from all over the world gathered in Shanghai
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作者 陈福金 《疯狂英语(新读写)》 2025年第8期44-46,78,共4页
1 The 2025 FIRST Robotics Competition(FRC)Shanghai Regional has returned to the city,inspiring youth in science and technology.The three⁃day event,starting from March 14,has brought together nearly 1,000 young competi... 1 The 2025 FIRST Robotics Competition(FRC)Shanghai Regional has returned to the city,inspiring youth in science and technology.The three⁃day event,starting from March 14,has brought together nearly 1,000 young competitors from 43 teams—including three international teams.Held at East China Normal University,the event centered on this year's theme“Reefscape”,challenging participants to address environmental issues through robotics.Teams have to design and program robots to transplant artificial coral and collect simulated algae(模拟藻类),simulating marine ecosystems'restoration processes. 展开更多
关键词 design program robots SHANGHAI FRC environmental issues address environmental issues simulated algae transplant artificial coral robotics competition
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Area-Exposure Additive Manufacturing Techniques and Devices:A Mini-Review
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作者 Xinyan Liu Yuanqiao Li +1 位作者 Jing Zhou Zhao Maonan Wang 《Additive Manufacturing Frontiers》 2024年第4期155-165,共11页
This review provides a comprehensive overview of the various three-dimensional printing techniques for area exposure additive manufacturing using the patterned control of optical devices.Additive manufacturing techniq... This review provides a comprehensive overview of the various three-dimensional printing techniques for area exposure additive manufacturing using the patterned control of optical devices.Additive manufacturing techniques can be broadly categorized into low-power exposure and high-power melting,both of which involve innovative patterning and light-sourcing methods.The working principles and accompanying auxiliary devices of core technologies including the digital micromirror device,liquid crystal display,liquid crystal on silicon mask,and optically addressable light valve are summarized.The discussed techniques and devices have played critical roles in advancing both vat photopolymerization and powder bed fusion additive manufacturing processes and can be applied to markedly enhance printing efficiency.The advances discussed in this review hold significant promise in fields such as biomedicine,robotics,and sensing.The associated challenges and opportunities faced by the considered techniques and devices are summarized accordingly. 展开更多
关键词 3D printing Digital light processing(DLP) Liquid crystal display(LCD) Liquid crystal on silicon(LCOS) Optically addressable light valve(OALV)
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Distributed Application Addressing in 6G Network 被引量:1
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作者 Liu Jie Chen Sibo +4 位作者 Liu Yuqin Mo Zhiwei Lin Yilin Zhu Hongmei He Yufeng 《China Communications》 SCIE CSCD 2024年第4期193-207,共15页
To ensure the extreme performances of the new 6G services,applications will be deployed at deep edge,resulting in a serious challenge of distributed application addressing.This paper traces back the latest development... To ensure the extreme performances of the new 6G services,applications will be deployed at deep edge,resulting in a serious challenge of distributed application addressing.This paper traces back the latest development of mobile network application addressing,analyzes two novel addressing methods in carrier network,and puts forward a 6G endogenous application addressing scheme by integrating some of their essence into the 6G network architecture,combining the new 6G capabilities of computing&network convergence,endogenous intelligence,and communication-sensing integration.This paper further illustrates how that the proposed method works in 6G networks and gives preliminary experimental verification. 展开更多
关键词 application addressing CNC(Computing&Network Convergence) DNS(Domain Name System) ICN(Information-Centric Network) 6G
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An Active Deception Defense Model Based on Address Mutation and Fingerprint Camouflage
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作者 Wang Shuo Chu Jiang +3 位作者 Pei Qingqi Shao Feng Yuan Shuai Zhong Xiaoge 《China Communications》 SCIE CSCD 2024年第7期212-223,共12页
The static and predictable characteristics of cyber systems give attackers an asymmetric advantage in gathering useful information and launching attacks.To reverse this asymmetric advantage,a new defense idea,called M... The static and predictable characteristics of cyber systems give attackers an asymmetric advantage in gathering useful information and launching attacks.To reverse this asymmetric advantage,a new defense idea,called Moving Target Defense(MTD),has been proposed to provide additional selectable measures to complement traditional defense.However,MTD is unable to defeat the sophisticated attacker with fingerprint tracking ability.To overcome this limitation,we go one step beyond and show that the combination of MTD and Deception-based Cyber Defense(DCD)can achieve higher performance than either of them.In particular,we first introduce and formalize a novel attacker model named Scan and Foothold Attack(SFA)based on cyber kill chain.Afterwards,we develop probabilistic models for SFA defenses to provide a deeper analysis of the theoretical effect under different defense strategies.These models quantify attack success probability and the probability that the attacker will be deceived under various conditions,such as the size of address space,and the number of hosts,attack analysis time.Finally,the experimental results show that the actual defense effect of each strategy almost perfectly follows its probabilistic model.Also,the defense strategy of combining address mutation and fingerprint camouflage can achieve a better defense effect than the single address mutation. 展开更多
关键词 address mutation deception defense fingerprint camouflage moving target defense probabilistic model
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Enhanced DDoS Detection Using Advanced Machine Learning and Ensemble Techniques in Software Defined Networking
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作者 Hira Akhtar Butt Khoula Said Al Harthy +3 位作者 Mumtaz Ali Shah Mudassar Hussain Rashid Amin Mujeeb Ur Rehman 《Computers, Materials & Continua》 SCIE EI 2024年第11期3003-3031,共29页
Detecting sophisticated cyberattacks,mainly Distributed Denial of Service(DDoS)attacks,with unexpected patterns remains challenging in modern networks.Traditional detection systems often struggle to mitigate such atta... Detecting sophisticated cyberattacks,mainly Distributed Denial of Service(DDoS)attacks,with unexpected patterns remains challenging in modern networks.Traditional detection systems often struggle to mitigate such attacks in conventional and software-defined networking(SDN)environments.While Machine Learning(ML)models can distinguish between benign and malicious traffic,their limited feature scope hinders the detection of new zero-day or low-rate DDoS attacks requiring frequent retraining.In this paper,we propose a novel DDoS detection framework that combines Machine Learning(ML)and Ensemble Learning(EL)techniques to improve DDoS attack detection and mitigation in SDN environments.Our model leverages the“DDoS SDN”dataset for training and evaluation and employs a dynamic feature selection mechanism that enhances detection accuracy by focusing on the most relevant features.This adaptive approach addresses the limitations of conventional ML models and provides more accurate detection of various DDoS attack scenarios.Our proposed ensemble model introduces an additional layer of detection,increasing reliability through the innovative application of ensemble techniques.The proposed solution significantly enhances the model’s ability to identify and respond to dynamic threats in SDNs.It provides a strong foundation for proactive DDoS detection and mitigation,enhancing network defenses against evolving threats.Our comprehensive runtime analysis of Simultaneous Multi-Threading(SMT)on identical configurations shows superior accuracy and efficiency,with significantly reduced computational time,making it ideal for real-time DDoS detection in dynamic,rapidly changing SDNs.Experimental results demonstrate that our model achieves outstanding performance,outperforming traditional algorithms with 99%accuracy using Random Forest(RF)and K-Nearest Neighbors(KNN)and 98%accuracy using XGBoost. 展开更多
关键词 Table 1(continued)OSI layer Possible DDoS attack Data link MAC Address Flooding Physical Cable disconnection JaMMING physical impersonation
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CAM辅助的哈希表查找性能分析 被引量:3
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作者 万成威 邬江兴 +1 位作者 李玉峰 兰巨龙 《电子与信息学报》 EI CSCD 北大核心 2011年第2期272-277,共6页
现有大规模IP流处理方式中,哈希机制极具优势而在高速网络环境下被广泛采用,但其查找性能直接受限于访存次数。该文主要研究了CAM(Content Addressable Memory)辅助的哈希表(CAHT)查找性能。利用合理的近似,推导了单函数CAHT查找时平均... 现有大规模IP流处理方式中,哈希机制极具优势而在高速网络环境下被广泛采用,但其查找性能直接受限于访存次数。该文主要研究了CAM(Content Addressable Memory)辅助的哈希表(CAHT)查找性能。利用合理的近似,推导了单函数CAHT查找时平均访存次数的理论下限;结合单函数CAHT的分析结论给出了多函数CAHT查找时达到平均访存次数最小的条件。最后,使用实际网络数据验证了分析结果的有效性,为准确评估CAHT处理能力提供了必要的理论依据。 展开更多
关键词 CAM(Content addressable Memory)辅助的哈希表(CAHT) 查找 平均访存次数下限 泊松分布
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一种支持多维资源描述的高效P2P路由算法 被引量:1
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作者 宋伟 李瑞轩 +1 位作者 卢正鼎 於光灿 《软件学报》 EI CSCD 北大核心 2007年第11期2851-2862,共12页
在分析现有P2P(peer to peer)路由算法的基础上,提出了一种基于二阶矩定位、支持多维资源数据描述的高效资源路由算法——FAN(flabellate addressable network)路由算法.FAN算法将节点映射到统一的多维笛卡尔空间,并以节点相对空间原点... 在分析现有P2P(peer to peer)路由算法的基础上,提出了一种基于二阶矩定位、支持多维资源数据描述的高效资源路由算法——FAN(flabellate addressable network)路由算法.FAN算法将节点映射到统一的多维笛卡尔空间,并以节点相对空间原点的二阶矩作为子空间管理和资源搜索的依据.FAN路由算法具有O(log(N/k))的高路由效率,在节点加入和退出FAN网络时,更新路由信息的代价为O(klog(N/k)).实验结果表明,FAN路由算法具有路由效率高、维护代价小的优点,是一种P2P环境中支持多维资源数据描述的高效结构化资源路由算法.而且,目前部分基于CAN(content-addressable network)网络的改进算法也可以在FAN网络中适用,并获得更好的路由效率和更低的维护代价. 展开更多
关键词 P2P(peer to peer) FAN(flabellate addressable network)路由算法 二阶矩定位 资源搜索 多维资源描述
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