ݺߣshows by User: yatishbathla / http://www.slideshare.net/images/logo.gif ݺߣshows by User: yatishbathla / Tue, 19 Mar 2019 08:38:31 GMT ݺߣShare feed for ݺߣshows by User: yatishbathla Smart Approach for Real Time Gender Prediction of�European School's Principal Using Machine Learning /slideshow/smart-approach-for-real-time-gender-prediction-ofeuropean-schools-principal-using-machine-learning/137092962 smartapproach-190319083831
Supervised Machine learning is used to solve the binary classification problem on four datasets of European Survey of Schools: Information and Communication Technology (ICT) in Education (known as ESSIE) which is supported by Euro-pean Union (EU). To predict the gender of the principal based on their response for the ICT questionnaire, the authors applied four supervised machine learning algorithms (Sequential minimal optimization (SMO), Multilayer perception (ANN), Random Forest (RF) and Logistic Regression (LR) on ISCED-1, ISCED-2, ISCED-3A and ISCED-3B level of schools. The survey was conducted by the European Union in the academic year 2011-2012. The datasets have total 2933 instances & 164 attributes considered for the ISCED-1 level, 2914 in-stances & 164 attributes for the ISCED-2 level, 2203 instances & 164 attributes for the ISCED-3A level and 1820 instances & 164 attributes for the ISCED-3B level. One the one hand, SMO classifier outperformed others at ISCED-3A level and on the other hand, LR outperformed others at ISCED-1, ISCED-2 and ISCED-3B. Further, real time prediction and automatic process of the data sets are done by introducing the concepts of the web server. The server communicates with the European Union web server and displays the results in the form of web application. This smart approach saves the data process and interaction time of humans as well as represent the processed data of the Weka efficiently.]]>

Supervised Machine learning is used to solve the binary classification problem on four datasets of European Survey of Schools: Information and Communication Technology (ICT) in Education (known as ESSIE) which is supported by Euro-pean Union (EU). To predict the gender of the principal based on their response for the ICT questionnaire, the authors applied four supervised machine learning algorithms (Sequential minimal optimization (SMO), Multilayer perception (ANN), Random Forest (RF) and Logistic Regression (LR) on ISCED-1, ISCED-2, ISCED-3A and ISCED-3B level of schools. The survey was conducted by the European Union in the academic year 2011-2012. The datasets have total 2933 instances & 164 attributes considered for the ISCED-1 level, 2914 in-stances & 164 attributes for the ISCED-2 level, 2203 instances & 164 attributes for the ISCED-3A level and 1820 instances & 164 attributes for the ISCED-3B level. One the one hand, SMO classifier outperformed others at ISCED-3A level and on the other hand, LR outperformed others at ISCED-1, ISCED-2 and ISCED-3B. Further, real time prediction and automatic process of the data sets are done by introducing the concepts of the web server. The server communicates with the European Union web server and displays the results in the form of web application. This smart approach saves the data process and interaction time of humans as well as represent the processed data of the Weka efficiently.]]>
Tue, 19 Mar 2019 08:38:31 GMT /slideshow/smart-approach-for-real-time-gender-prediction-ofeuropean-schools-principal-using-machine-learning/137092962 yatishbathla@slideshare.net(yatishbathla) Smart Approach for Real Time Gender Prediction of�European School's Principal Using Machine Learning yatishbathla Supervised Machine learning is used to solve the binary classification problem on four datasets of European Survey of Schools: Information and Communication Technology (ICT) in Education (known as ESSIE) which is supported by Euro-pean Union (EU). To predict the gender of the principal based on their response for the ICT questionnaire, the authors applied four supervised machine learning algorithms (Sequential minimal optimization (SMO), Multilayer perception (ANN), Random Forest (RF) and Logistic Regression (LR) on ISCED-1, ISCED-2, ISCED-3A and ISCED-3B level of schools. The survey was conducted by the European Union in the academic year 2011-2012. The datasets have total 2933 instances & 164 attributes considered for the ISCED-1 level, 2914 in-stances & 164 attributes for the ISCED-2 level, 2203 instances & 164 attributes for the ISCED-3A level and 1820 instances & 164 attributes for the ISCED-3B level. One the one hand, SMO classifier outperformed others at ISCED-3A level and on the other hand, LR outperformed others at ISCED-1, ISCED-2 and ISCED-3B. Further, real time prediction and automatic process of the data sets are done by introducing the concepts of the web server. The server communicates with the European Union web server and displays the results in the form of web application. This smart approach saves the data process and interaction time of humans as well as represent the processed data of the Weka efficiently. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/smartapproach-190319083831-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Supervised Machine learning is used to solve the binary classification problem on four datasets of European Survey of Schools: Information and Communication Technology (ICT) in Education (known as ESSIE) which is supported by Euro-pean Union (EU). To predict the gender of the principal based on their response for the ICT questionnaire, the authors applied four supervised machine learning algorithms (Sequential minimal optimization (SMO), Multilayer perception (ANN), Random Forest (RF) and Logistic Regression (LR) on ISCED-1, ISCED-2, ISCED-3A and ISCED-3B level of schools. The survey was conducted by the European Union in the academic year 2011-2012. The datasets have total 2933 instances &amp; 164 attributes considered for the ISCED-1 level, 2914 in-stances &amp; 164 attributes for the ISCED-2 level, 2203 instances &amp; 164 attributes for the ISCED-3A level and 1820 instances &amp; 164 attributes for the ISCED-3B level. One the one hand, SMO classifier outperformed others at ISCED-3A level and on the other hand, LR outperformed others at ISCED-1, ISCED-2 and ISCED-3B. Further, real time prediction and automatic process of the data sets are done by introducing the concepts of the web server. The server communicates with the European Union web server and displays the results in the form of web application. This smart approach saves the data process and interaction time of humans as well as represent the processed data of the Weka efficiently.
Smart Approach for Real Time Gender Prediction of European School's Principal Using Machine Learning from Yatish Bathla
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Era of Behavioral Modeling in Product Lifecycle Management System: State of the Art Survey /slideshow/era-of-behavioral-modeling-in-product-lifecycle-management-system-state-of-the-art-survey/97854034 yatishbathlasaci2018-180521103230
Discussion of behavioral modeling era of a system and CPS respectively. Then, the survey of the state of the art of system behavioral modeling and CPS behavioral modeling is provided in which most of the approaches are reviewed PLM system. The system modeling survey is conducted based on the work done in the late 20th century to the recent years of 21st century. The CPS modeling survey is conducted based on the work done in the recent years of 21th century as this technology and modeling approach is emerging. Based on the discussion and survey, conclusion and future work will be explained.]]>

Discussion of behavioral modeling era of a system and CPS respectively. Then, the survey of the state of the art of system behavioral modeling and CPS behavioral modeling is provided in which most of the approaches are reviewed PLM system. The system modeling survey is conducted based on the work done in the late 20th century to the recent years of 21st century. The CPS modeling survey is conducted based on the work done in the recent years of 21th century as this technology and modeling approach is emerging. Based on the discussion and survey, conclusion and future work will be explained.]]>
Mon, 21 May 2018 10:32:30 GMT /slideshow/era-of-behavioral-modeling-in-product-lifecycle-management-system-state-of-the-art-survey/97854034 yatishbathla@slideshare.net(yatishbathla) Era of Behavioral Modeling in Product Lifecycle Management System: State of the Art Survey yatishbathla Discussion of behavioral modeling era of a system and CPS respectively. Then, the survey of the state of the art of system behavioral modeling and CPS behavioral modeling is provided in which most of the approaches are reviewed PLM system. The system modeling survey is conducted based on the work done in the late 20th century to the recent years of 21st century. The CPS modeling survey is conducted based on the work done in the recent years of 21th century as this technology and modeling approach is emerging. Based on the discussion and survey, conclusion and future work will be explained. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/yatishbathlasaci2018-180521103230-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Discussion of behavioral modeling era of a system and CPS respectively. Then, the survey of the state of the art of system behavioral modeling and CPS behavioral modeling is provided in which most of the approaches are reviewed PLM system. The system modeling survey is conducted based on the work done in the late 20th century to the recent years of 21st century. The CPS modeling survey is conducted based on the work done in the recent years of 21th century as this technology and modeling approach is emerging. Based on the discussion and survey, conclusion and future work will be explained.
Era of Behavioral Modeling in Product Lifecycle Management System: State of the Art Survey from Yatish Bathla
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Evaluating Product System Behavior using Soft Computing in Product Structure Modeling /slideshow/evaluating-product-system-behavior-using-soft-computing-in-product-structure-modeling/71532042 presentationsami31-170130084835
Behavior Modeling is always a attentive task in the complex product modeling. It is difficult to monitor different kind of behavior of a product in the physical environment. In the RFLP (Requirement Functional Logical Physical) structure, behavior modeling is accomplished in Function and Logical level. There are several ways to monitor the behavior of a product. In this paper,author made an effort to monitor the behavior of a product system by proposing the Requirement, Function and Logical Block corresponds to RFLP structure and then monitor and improve the behavior of a product by using soft computing. In this context, Mamdani FIS (Fuzzy Inference System) and Adaptive Nuero FIS are used, which can evaluate the system behavior. Soft Computing, not only provide the solution of system behavior monitoring but also improve the performance of a system in terms of behavior such that product system are able to work efficiently]]>

Behavior Modeling is always a attentive task in the complex product modeling. It is difficult to monitor different kind of behavior of a product in the physical environment. In the RFLP (Requirement Functional Logical Physical) structure, behavior modeling is accomplished in Function and Logical level. There are several ways to monitor the behavior of a product. In this paper,author made an effort to monitor the behavior of a product system by proposing the Requirement, Function and Logical Block corresponds to RFLP structure and then monitor and improve the behavior of a product by using soft computing. In this context, Mamdani FIS (Fuzzy Inference System) and Adaptive Nuero FIS are used, which can evaluate the system behavior. Soft Computing, not only provide the solution of system behavior monitoring but also improve the performance of a system in terms of behavior such that product system are able to work efficiently]]>
Mon, 30 Jan 2017 08:48:35 GMT /slideshow/evaluating-product-system-behavior-using-soft-computing-in-product-structure-modeling/71532042 yatishbathla@slideshare.net(yatishbathla) Evaluating Product System Behavior using Soft Computing in Product Structure Modeling yatishbathla Behavior Modeling is always a attentive task in the complex product modeling. It is difficult to monitor different kind of behavior of a product in the physical environment. In the RFLP (Requirement Functional Logical Physical) structure, behavior modeling is accomplished in Function and Logical level. There are several ways to monitor the behavior of a product. In this paper,author made an effort to monitor the behavior of a product system by proposing the Requirement, Function and Logical Block corresponds to RFLP structure and then monitor and improve the behavior of a product by using soft computing. In this context, Mamdani FIS (Fuzzy Inference System) and Adaptive Nuero FIS are used, which can evaluate the system behavior. Soft Computing, not only provide the solution of system behavior monitoring but also improve the performance of a system in terms of behavior such that product system are able to work efficiently <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/presentationsami31-170130084835-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Behavior Modeling is always a attentive task in the complex product modeling. It is difficult to monitor different kind of behavior of a product in the physical environment. In the RFLP (Requirement Functional Logical Physical) structure, behavior modeling is accomplished in Function and Logical level. There are several ways to monitor the behavior of a product. In this paper,author made an effort to monitor the behavior of a product system by proposing the Requirement, Function and Logical Block corresponds to RFLP structure and then monitor and improve the behavior of a product by using soft computing. In this context, Mamdani FIS (Fuzzy Inference System) and Adaptive Nuero FIS are used, which can evaluate the system behavior. Soft Computing, not only provide the solution of system behavior monitoring but also improve the performance of a system in terms of behavior such that product system are able to work efficiently
Evaluating Product System Behavior using Soft Computing in Product Structure Modeling from Yatish Bathla
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Different Types of Process Involved in the Information Content Product Model /slideshow/different-types-of-process-involved-in-the-information-content-product-model/65696762 presentationsisy-160905110100
Representation of precise information is a challenging task in the information content of product model. Difficulty arises when huge number of analysis can be performed to an engineering object and there is possibility that same type of analysis operation can be performed repeatedly by different engineers as there is no specific methodology to distinguish and store the optimised information obtained from the analysis. Moreover, it is important to store the information obtained due to changes occured in an engineering object in the context of other engineering objects. In this paper, author proposed the possible solution of above mentioned problems by introducing the process plane in the information content of Product model. Process plane defines different kind of process involved during the analysis, contexual, optimisation, decision and representation level of an engineering object. In this context, three kind of process are proposed namely Analysis process, Effect process and Optimisation process. Following this, Mathematical representation of every process and their relationship are accomplished. Finally, (requirements, functional, logical, and physical)RFLP structure is considered as an engineering object to explain the above mentioned concepts in the information content. This plane can provide all the necessary and important information related with an engineering object such that engineers can calculate and understand every aspect of the product in the virtual environment]]>

Representation of precise information is a challenging task in the information content of product model. Difficulty arises when huge number of analysis can be performed to an engineering object and there is possibility that same type of analysis operation can be performed repeatedly by different engineers as there is no specific methodology to distinguish and store the optimised information obtained from the analysis. Moreover, it is important to store the information obtained due to changes occured in an engineering object in the context of other engineering objects. In this paper, author proposed the possible solution of above mentioned problems by introducing the process plane in the information content of Product model. Process plane defines different kind of process involved during the analysis, contexual, optimisation, decision and representation level of an engineering object. In this context, three kind of process are proposed namely Analysis process, Effect process and Optimisation process. Following this, Mathematical representation of every process and their relationship are accomplished. Finally, (requirements, functional, logical, and physical)RFLP structure is considered as an engineering object to explain the above mentioned concepts in the information content. This plane can provide all the necessary and important information related with an engineering object such that engineers can calculate and understand every aspect of the product in the virtual environment]]>
Mon, 05 Sep 2016 11:01:00 GMT /slideshow/different-types-of-process-involved-in-the-information-content-product-model/65696762 yatishbathla@slideshare.net(yatishbathla) Different Types of Process Involved in the Information Content Product Model yatishbathla Representation of precise information is a challenging task in the information content of product model. Difficulty arises when huge number of analysis can be performed to an engineering object and there is possibility that same type of analysis operation can be performed repeatedly by different engineers as there is no specific methodology to distinguish and store the optimised information obtained from the analysis. Moreover, it is important to store the information obtained due to changes occured in an engineering object in the context of other engineering objects. In this paper, author proposed the possible solution of above mentioned problems by introducing the process plane in the information content of Product model. Process plane defines different kind of process involved during the analysis, contexual, optimisation, decision and representation level of an engineering object. In this context, three kind of process are proposed namely Analysis process, Effect process and Optimisation process. Following this, Mathematical representation of every process and their relationship are accomplished. Finally, (requirements, functional, logical, and physical)RFLP structure is considered as an engineering object to explain the above mentioned concepts in the information content. This plane can provide all the necessary and important information related with an engineering object such that engineers can calculate and understand every aspect of the product in the virtual environment <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/presentationsisy-160905110100-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Representation of precise information is a challenging task in the information content of product model. Difficulty arises when huge number of analysis can be performed to an engineering object and there is possibility that same type of analysis operation can be performed repeatedly by different engineers as there is no specific methodology to distinguish and store the optimised information obtained from the analysis. Moreover, it is important to store the information obtained due to changes occured in an engineering object in the context of other engineering objects. In this paper, author proposed the possible solution of above mentioned problems by introducing the process plane in the information content of Product model. Process plane defines different kind of process involved during the analysis, contexual, optimisation, decision and representation level of an engineering object. In this context, three kind of process are proposed namely Analysis process, Effect process and Optimisation process. Following this, Mathematical representation of every process and their relationship are accomplished. Finally, (requirements, functional, logical, and physical)RFLP structure is considered as an engineering object to explain the above mentioned concepts in the information content. This plane can provide all the necessary and important information related with an engineering object such that engineers can calculate and understand every aspect of the product in the virtual environment
Different Types of Process Involved in the Information Content Product Model from Yatish Bathla
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Structured organization of Engineering Objects in the information content of PLM system /slideshow/structured-organization-of-engineering-objects-in-the-information-content-of-plm-system/64072452 presentationsaci-160715211322
Management of Engineering objects in the Product model is a complex task. Engineers always faces problem to organize Engineering Objects defined by them as well as track relationship of their Engineering objects with other objects. For existing product, Engineer wastes a lot of time calculating parameter and structure of modeled Engineering Object defined by another Engineer and understanding complex relationship between Engineering Objects. Moreover, it is very difficult for Engineers to interact with Engineering Object which are not related to their discipline. Level of difficulty increases with the large and complex Product. Any change can affect the process of whole product. In this Paper, the author proposes possible solution of above mentioned problems by organizing the Engineering objects in the information content of PLM system. Engineering Objects are categorized and organized by the concept of community zone. Following this, defining and maintenance of Engineering objects are done by categorizing the engineers. Finally, Engineering Object is represented by new form named Community diagram, which provide overview of connected Engineering Objects as well as UML diagram, which provide complete specification of an engineering object. This new format of representation helps engineers to grasp and analyze the structure of complex product model. Also, Engineer can able to modify the existing product model easily and make efficient individual contribution in the Product modeling.]]>

Management of Engineering objects in the Product model is a complex task. Engineers always faces problem to organize Engineering Objects defined by them as well as track relationship of their Engineering objects with other objects. For existing product, Engineer wastes a lot of time calculating parameter and structure of modeled Engineering Object defined by another Engineer and understanding complex relationship between Engineering Objects. Moreover, it is very difficult for Engineers to interact with Engineering Object which are not related to their discipline. Level of difficulty increases with the large and complex Product. Any change can affect the process of whole product. In this Paper, the author proposes possible solution of above mentioned problems by organizing the Engineering objects in the information content of PLM system. Engineering Objects are categorized and organized by the concept of community zone. Following this, defining and maintenance of Engineering objects are done by categorizing the engineers. Finally, Engineering Object is represented by new form named Community diagram, which provide overview of connected Engineering Objects as well as UML diagram, which provide complete specification of an engineering object. This new format of representation helps engineers to grasp and analyze the structure of complex product model. Also, Engineer can able to modify the existing product model easily and make efficient individual contribution in the Product modeling.]]>
Fri, 15 Jul 2016 21:13:22 GMT /slideshow/structured-organization-of-engineering-objects-in-the-information-content-of-plm-system/64072452 yatishbathla@slideshare.net(yatishbathla) Structured organization of Engineering Objects in the information content of PLM system yatishbathla Management of Engineering objects in the Product model is a complex task. Engineers always faces problem to organize Engineering Objects defined by them as well as track relationship of their Engineering objects with other objects. For existing product, Engineer wastes a lot of time calculating parameter and structure of modeled Engineering Object defined by another Engineer and understanding complex relationship between Engineering Objects. Moreover, it is very difficult for Engineers to interact with Engineering Object which are not related to their discipline. Level of difficulty increases with the large and complex Product. Any change can affect the process of whole product. In this Paper, the author proposes possible solution of above mentioned problems by organizing the Engineering objects in the information content of PLM system. Engineering Objects are categorized and organized by the concept of community zone. Following this, defining and maintenance of Engineering objects are done by categorizing the engineers. Finally, Engineering Object is represented by new form named Community diagram, which provide overview of connected Engineering Objects as well as UML diagram, which provide complete specification of an engineering object. This new format of representation helps engineers to grasp and analyze the structure of complex product model. Also, Engineer can able to modify the existing product model easily and make efficient individual contribution in the Product modeling. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/presentationsaci-160715211322-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Management of Engineering objects in the Product model is a complex task. Engineers always faces problem to organize Engineering Objects defined by them as well as track relationship of their Engineering objects with other objects. For existing product, Engineer wastes a lot of time calculating parameter and structure of modeled Engineering Object defined by another Engineer and understanding complex relationship between Engineering Objects. Moreover, it is very difficult for Engineers to interact with Engineering Object which are not related to their discipline. Level of difficulty increases with the large and complex Product. Any change can affect the process of whole product. In this Paper, the author proposes possible solution of above mentioned problems by organizing the Engineering objects in the information content of PLM system. Engineering Objects are categorized and organized by the concept of community zone. Following this, defining and maintenance of Engineering objects are done by categorizing the engineers. Finally, Engineering Object is represented by new form named Community diagram, which provide overview of connected Engineering Objects as well as UML diagram, which provide complete specification of an engineering object. This new format of representation helps engineers to grasp and analyze the structure of complex product model. Also, Engineer can able to modify the existing product model easily and make efficient individual contribution in the Product modeling.
Structured organization of Engineering Objects in the information content of PLM system from Yatish Bathla
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Community based routing scheme for future Internet considering PLM systems /slideshow/community-based-routing-scheme-for-future-internet-considering-plm-systems/59394554 ieeepresentation-160310213846
Internet plays an increasingly significant role in our modern life style for our society, educational institution, engineering systems and industrial applications. It serves billions of users worldwide every day by carrying an extensive range of traffic from sources to desired destinations. Along with these advances, inter-domain routing nodes of internet are facing challenging issues like scalability. Path vector routing scheme is not sufficient to cope with this issues for building future internet. There are many different Advance Routing schemes available in the literature for solving the problem. Thorup Zwick routing scheme (TZ scheme) is one of the promising Compact Routing scheme, offering many benefits such as guaranteeing sub-linear state growth with the size of the network by introducing cluster nodes, landmark routing and incurring path stretch. However, the extra burden of routing table size in landmark nodes is an important issue which can generate scalability issues for landmark nodes. This paper tries to solve the scalability problem of internet by making modification in Thorup Zwick (TZ) scheme. we introduce a new concept named community in the topology of internet, re-define cluster nodes and replace landmark nodes with proposed community nodes in the network. The proposal organizes internet in an efficient way by defining new set of rules for inter-domain nodes and reduce routing table size in a prominent amount. The proposal provides an organized, simpler and effective routing scheme. A discrete event simulation study is used to verify the benefits of new scheme. Our simulation results show that the proposed scheme is capable to cope scalability issues of inter-domain nodes, handle generated traffic considering PLM systems and build an efficient future Internet.]]>

Internet plays an increasingly significant role in our modern life style for our society, educational institution, engineering systems and industrial applications. It serves billions of users worldwide every day by carrying an extensive range of traffic from sources to desired destinations. Along with these advances, inter-domain routing nodes of internet are facing challenging issues like scalability. Path vector routing scheme is not sufficient to cope with this issues for building future internet. There are many different Advance Routing schemes available in the literature for solving the problem. Thorup Zwick routing scheme (TZ scheme) is one of the promising Compact Routing scheme, offering many benefits such as guaranteeing sub-linear state growth with the size of the network by introducing cluster nodes, landmark routing and incurring path stretch. However, the extra burden of routing table size in landmark nodes is an important issue which can generate scalability issues for landmark nodes. This paper tries to solve the scalability problem of internet by making modification in Thorup Zwick (TZ) scheme. we introduce a new concept named community in the topology of internet, re-define cluster nodes and replace landmark nodes with proposed community nodes in the network. The proposal organizes internet in an efficient way by defining new set of rules for inter-domain nodes and reduce routing table size in a prominent amount. The proposal provides an organized, simpler and effective routing scheme. A discrete event simulation study is used to verify the benefits of new scheme. Our simulation results show that the proposed scheme is capable to cope scalability issues of inter-domain nodes, handle generated traffic considering PLM systems and build an efficient future Internet.]]>
Thu, 10 Mar 2016 21:38:46 GMT /slideshow/community-based-routing-scheme-for-future-internet-considering-plm-systems/59394554 yatishbathla@slideshare.net(yatishbathla) Community based routing scheme for future Internet considering PLM systems yatishbathla Internet plays an increasingly significant role in our modern life style for our society, educational institution, engineering systems and industrial applications. It serves billions of users worldwide every day by carrying an extensive range of traffic from sources to desired destinations. Along with these advances, inter-domain routing nodes of internet are facing challenging issues like scalability. Path vector routing scheme is not sufficient to cope with this issues for building future internet. There are many different Advance Routing schemes available in the literature for solving the problem. Thorup Zwick routing scheme (TZ scheme) is one of the promising Compact Routing scheme, offering many benefits such as guaranteeing sub-linear state growth with the size of the network by introducing cluster nodes, landmark routing and incurring path stretch. However, the extra burden of routing table size in landmark nodes is an important issue which can generate scalability issues for landmark nodes. This paper tries to solve the scalability problem of internet by making modification in Thorup Zwick (TZ) scheme. we introduce a new concept named community in the topology of internet, re-define cluster nodes and replace landmark nodes with proposed community nodes in the network. The proposal organizes internet in an efficient way by defining new set of rules for inter-domain nodes and reduce routing table size in a prominent amount. The proposal provides an organized, simpler and effective routing scheme. A discrete event simulation study is used to verify the benefits of new scheme. Our simulation results show that the proposed scheme is capable to cope scalability issues of inter-domain nodes, handle generated traffic considering PLM systems and build an efficient future Internet. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/ieeepresentation-160310213846-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Internet plays an increasingly significant role in our modern life style for our society, educational institution, engineering systems and industrial applications. It serves billions of users worldwide every day by carrying an extensive range of traffic from sources to desired destinations. Along with these advances, inter-domain routing nodes of internet are facing challenging issues like scalability. Path vector routing scheme is not sufficient to cope with this issues for building future internet. There are many different Advance Routing schemes available in the literature for solving the problem. Thorup Zwick routing scheme (TZ scheme) is one of the promising Compact Routing scheme, offering many benefits such as guaranteeing sub-linear state growth with the size of the network by introducing cluster nodes, landmark routing and incurring path stretch. However, the extra burden of routing table size in landmark nodes is an important issue which can generate scalability issues for landmark nodes. This paper tries to solve the scalability problem of internet by making modification in Thorup Zwick (TZ) scheme. we introduce a new concept named community in the topology of internet, re-define cluster nodes and replace landmark nodes with proposed community nodes in the network. The proposal organizes internet in an efficient way by defining new set of rules for inter-domain nodes and reduce routing table size in a prominent amount. The proposal provides an organized, simpler and effective routing scheme. A discrete event simulation study is used to verify the benefits of new scheme. Our simulation results show that the proposed scheme is capable to cope scalability issues of inter-domain nodes, handle generated traffic considering PLM systems and build an efficient future Internet.
Community based routing scheme for future Internet considering PLM systems from Yatish Bathla
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H.323: Packet Network Protocol /slideshow/h323-packet-network-protocol/52456774 h-150905195144-lva1-app6892
H.323 is a recommendation from the ITU Telecommunication Standardization Sector (ITU-T) that defines the protocols to provide audio-visual communication sessions on any packet network. The H.323 standard addresses call signaling and control, multimedia transport and control, and bandwidth control for point-to-point and multi-point conferences. It is widely implemented by voice and videoconferencing equipment manufacturers, is used within various Internet real-time applications such as GnuGK and NetMeeting It is widely deployed worldwide by service providers and enterprises for both voice and video services over IP networks. It is a part of the ITU-T H.32x series of protocols, which also address multimedia communications over ISDN, the PSTN or SS7, and 3G H.323 call signaling is based on the ITU-T Recommendation Q.931 protocol and is suited for transmitting calls across networks using a mixture of IP, PSTN, ISDN, and QSIG over ISDN. ]]>

H.323 is a recommendation from the ITU Telecommunication Standardization Sector (ITU-T) that defines the protocols to provide audio-visual communication sessions on any packet network. The H.323 standard addresses call signaling and control, multimedia transport and control, and bandwidth control for point-to-point and multi-point conferences. It is widely implemented by voice and videoconferencing equipment manufacturers, is used within various Internet real-time applications such as GnuGK and NetMeeting It is widely deployed worldwide by service providers and enterprises for both voice and video services over IP networks. It is a part of the ITU-T H.32x series of protocols, which also address multimedia communications over ISDN, the PSTN or SS7, and 3G H.323 call signaling is based on the ITU-T Recommendation Q.931 protocol and is suited for transmitting calls across networks using a mixture of IP, PSTN, ISDN, and QSIG over ISDN. ]]>
Sat, 05 Sep 2015 19:51:44 GMT /slideshow/h323-packet-network-protocol/52456774 yatishbathla@slideshare.net(yatishbathla) H.323: Packet Network Protocol yatishbathla H.323 is a recommendation from the ITU Telecommunication Standardization Sector (ITU-T) that defines the protocols to provide audio-visual communication sessions on any packet network. The H.323 standard addresses call signaling and control, multimedia transport and control, and bandwidth control for point-to-point and multi-point conferences. It is widely implemented by voice and videoconferencing equipment manufacturers, is used within various Internet real-time applications such as GnuGK and NetMeeting It is widely deployed worldwide by service providers and enterprises for both voice and video services over IP networks. It is a part of the ITU-T H.32x series of protocols, which also address multimedia communications over ISDN, the PSTN or SS7, and 3G H.323 call signaling is based on the ITU-T Recommendation Q.931 protocol and is suited for transmitting calls across networks using a mixture of IP, PSTN, ISDN, and QSIG over ISDN. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/h-150905195144-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> H.323 is a recommendation from the ITU Telecommunication Standardization Sector (ITU-T) that defines the protocols to provide audio-visual communication sessions on any packet network. The H.323 standard addresses call signaling and control, multimedia transport and control, and bandwidth control for point-to-point and multi-point conferences. It is widely implemented by voice and videoconferencing equipment manufacturers, is used within various Internet real-time applications such as GnuGK and NetMeeting It is widely deployed worldwide by service providers and enterprises for both voice and video services over IP networks. It is a part of the ITU-T H.32x series of protocols, which also address multimedia communications over ISDN, the PSTN or SS7, and 3G H.323 call signaling is based on the ITU-T Recommendation Q.931 protocol and is suited for transmitting calls across networks using a mixture of IP, PSTN, ISDN, and QSIG over ISDN.
H.323: Packet Network Protocol from Yatish Bathla
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GPS time transfer /slideshow/gps-time-transfer-51957905/51957905 gpstimetransfer-150822213949-lva1-app6892
Global Positioning System (GPS) Time transfer is a scheme where multiple sites share a precise reference time. Multiple techniques have been developed, often transferring reference clock synchronization from one point to another, often over long distances. Accuracy approaching one nanosecond worldwide is economically practical for many applications. Radio-based navigation systems are frequently used as time transfer systems. In this Presentation, I am going to explain different types of Time Transfer with proper examples and explanation by diagrams]]>

Global Positioning System (GPS) Time transfer is a scheme where multiple sites share a precise reference time. Multiple techniques have been developed, often transferring reference clock synchronization from one point to another, often over long distances. Accuracy approaching one nanosecond worldwide is economically practical for many applications. Radio-based navigation systems are frequently used as time transfer systems. In this Presentation, I am going to explain different types of Time Transfer with proper examples and explanation by diagrams]]>
Sat, 22 Aug 2015 21:39:49 GMT /slideshow/gps-time-transfer-51957905/51957905 yatishbathla@slideshare.net(yatishbathla) GPS time transfer yatishbathla Global Positioning System (GPS) Time transfer is a scheme where multiple sites share a precise reference time. Multiple techniques have been developed, often transferring reference clock synchronization from one point to another, often over long distances. Accuracy approaching one nanosecond worldwide is economically practical for many applications. Radio-based navigation systems are frequently used as time transfer systems. In this Presentation, I am going to explain different types of Time Transfer with proper examples and explanation by diagrams <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/gpstimetransfer-150822213949-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Global Positioning System (GPS) Time transfer is a scheme where multiple sites share a precise reference time. Multiple techniques have been developed, often transferring reference clock synchronization from one point to another, often over long distances. Accuracy approaching one nanosecond worldwide is economically practical for many applications. Radio-based navigation systems are frequently used as time transfer systems. In this Presentation, I am going to explain different types of Time Transfer with proper examples and explanation by diagrams
GPS time transfer from Yatish Bathla
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Information Technology Infrastructure Library /slideshow/itil-51250580/51250580 itil-150804074653-lva1-app6891
Growing dependency of Bussiness world to IT services leads to need of quality that is matched to business needs and User requirements as they emerge ITIL(Information Technology Infrastructure Library) can improve the quality of the service, but at the same time they will be trying to reduce the costs or, at a minimum, maintain costs at the current level. ITIL provides a framework to place existing methods and activities in a structured context. It provides comprehensive, consistent and coherent set of best practices for IT Management processes.It also promote quality approach to achieve business effectiveness and efficiency in the use of information systems. ]]>

Growing dependency of Bussiness world to IT services leads to need of quality that is matched to business needs and User requirements as they emerge ITIL(Information Technology Infrastructure Library) can improve the quality of the service, but at the same time they will be trying to reduce the costs or, at a minimum, maintain costs at the current level. ITIL provides a framework to place existing methods and activities in a structured context. It provides comprehensive, consistent and coherent set of best practices for IT Management processes.It also promote quality approach to achieve business effectiveness and efficiency in the use of information systems. ]]>
Tue, 04 Aug 2015 07:46:53 GMT /slideshow/itil-51250580/51250580 yatishbathla@slideshare.net(yatishbathla) Information Technology Infrastructure Library yatishbathla Growing dependency of Bussiness world to IT services leads to need of quality that is matched to business needs and User requirements as they emerge ITIL(Information Technology Infrastructure Library) can improve the quality of the service, but at the same time they will be trying to reduce the costs or, at a minimum, maintain costs at the current level. ITIL provides a framework to place existing methods and activities in a structured context. It provides comprehensive, consistent and coherent set of best practices for IT Management processes.It also promote quality approach to achieve business effectiveness and efficiency in the use of information systems. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/itil-150804074653-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Growing dependency of Bussiness world to IT services leads to need of quality that is matched to business needs and User requirements as they emerge ITIL(Information Technology Infrastructure Library) can improve the quality of the service, but at the same time they will be trying to reduce the costs or, at a minimum, maintain costs at the current level. ITIL provides a framework to place existing methods and activities in a structured context. It provides comprehensive, consistent and coherent set of best practices for IT Management processes.It also promote quality approach to achieve business effectiveness and efficiency in the use of information systems.
Information Technology Infrastructure Library from Yatish Bathla
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Internet Engineering Task Force /slideshow/policy-50638236/50638236 policyietf-150717151353-lva1-app6891
Internet Engineering Task Force contribute to the engineering and evolution of Internet technologies forum for the betterment of future protocols, standards and products basic technical standards for Internet protocols are set and maintained standardize all the protocol layers in between, from IP itself up to general applications like email and HTTP.]]>

Internet Engineering Task Force contribute to the engineering and evolution of Internet technologies forum for the betterment of future protocols, standards and products basic technical standards for Internet protocols are set and maintained standardize all the protocol layers in between, from IP itself up to general applications like email and HTTP.]]>
Fri, 17 Jul 2015 15:13:53 GMT /slideshow/policy-50638236/50638236 yatishbathla@slideshare.net(yatishbathla) Internet Engineering Task Force yatishbathla Internet Engineering Task Force contribute to the engineering and evolution of Internet technologies forum for the betterment of future protocols, standards and products basic technical standards for Internet protocols are set and maintained standardize all the protocol layers in between, from IP itself up to general applications like email and HTTP. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/policyietf-150717151353-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Internet Engineering Task Force contribute to the engineering and evolution of Internet technologies forum for the betterment of future protocols, standards and products basic technical standards for Internet protocols are set and maintained standardize all the protocol layers in between, from IP itself up to general applications like email and HTTP.
Internet Engineering Task Force from Yatish Bathla
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Design of Management Application /slideshow/design-of-management-application/50579573 managementapplication-150716032358-lva1-app6891
Design of management Application allow to control the functionality of each device. if some devices experience havoc, then we have to keep log of the wrecks of incidents. With the use of SNMP-MIB we can keep log of the events occurred in the system, which would help in identifying the exact cause of the problems, and would help the administrator in recovery of system. Example: consider an air conditioner , which can be controlled by service discovery like UPnP, but to monitor its performance, whether its cooling performance is appropriate or not, A management protocol like SNMP could be beneficial. SNMP allows the standardization of the system and homogeneous interface to the administrator for the management of SNMP and UPnP based devices. UPnP (Universal Plug and Play Protocol) enables discovery and control of networked devices and services, such consumer electronic equipments. UPnP encompasses two main objects, control point and a device, and use XML,SOAP as the communication protocol]]>

Design of management Application allow to control the functionality of each device. if some devices experience havoc, then we have to keep log of the wrecks of incidents. With the use of SNMP-MIB we can keep log of the events occurred in the system, which would help in identifying the exact cause of the problems, and would help the administrator in recovery of system. Example: consider an air conditioner , which can be controlled by service discovery like UPnP, but to monitor its performance, whether its cooling performance is appropriate or not, A management protocol like SNMP could be beneficial. SNMP allows the standardization of the system and homogeneous interface to the administrator for the management of SNMP and UPnP based devices. UPnP (Universal Plug and Play Protocol) enables discovery and control of networked devices and services, such consumer electronic equipments. UPnP encompasses two main objects, control point and a device, and use XML,SOAP as the communication protocol]]>
Thu, 16 Jul 2015 03:23:57 GMT /slideshow/design-of-management-application/50579573 yatishbathla@slideshare.net(yatishbathla) Design of Management Application yatishbathla Design of management Application allow to control the functionality of each device. if some devices experience havoc, then we have to keep log of the wrecks of incidents. With the use of SNMP-MIB we can keep log of the events occurred in the system, which would help in identifying the exact cause of the problems, and would help the administrator in recovery of system. Example: consider an air conditioner , which can be controlled by service discovery like UPnP, but to monitor its performance, whether its cooling performance is appropriate or not, A management protocol like SNMP could be beneficial. SNMP allows the standardization of the system and homogeneous interface to the administrator for the management of SNMP and UPnP based devices. UPnP (Universal Plug and Play Protocol) enables discovery and control of networked devices and services, such consumer electronic equipments. UPnP encompasses two main objects, control point and a device, and use XML,SOAP as the communication protocol <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/managementapplication-150716032358-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Design of management Application allow to control the functionality of each device. if some devices experience havoc, then we have to keep log of the wrecks of incidents. With the use of SNMP-MIB we can keep log of the events occurred in the system, which would help in identifying the exact cause of the problems, and would help the administrator in recovery of system. Example: consider an air conditioner , which can be controlled by service discovery like UPnP, but to monitor its performance, whether its cooling performance is appropriate or not, A management protocol like SNMP could be beneficial. SNMP allows the standardization of the system and homogeneous interface to the administrator for the management of SNMP and UPnP based devices. UPnP (Universal Plug and Play Protocol) enables discovery and control of networked devices and services, such consumer electronic equipments. UPnP encompasses two main objects, control point and a device, and use XML,SOAP as the communication protocol
Design of Management Application from Yatish Bathla
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Hubble Telescope /slideshow/hubble-telescope-50433190/50433190 hubbletelescope-150712091747-lva1-app6891
Hubble Telescope is used to observe in the near-infrared through the visible spectrum to the ultra-violet. This Telescope is placed above the distortion of the atmosphere, far above rain clouds and light pollution. Its advantage to avoid atmospheric turbulence.It has an extremely large field of view which is necessary to obtain high resolution images of large areas of the sky.]]>

Hubble Telescope is used to observe in the near-infrared through the visible spectrum to the ultra-violet. This Telescope is placed above the distortion of the atmosphere, far above rain clouds and light pollution. Its advantage to avoid atmospheric turbulence.It has an extremely large field of view which is necessary to obtain high resolution images of large areas of the sky.]]>
Sun, 12 Jul 2015 09:17:47 GMT /slideshow/hubble-telescope-50433190/50433190 yatishbathla@slideshare.net(yatishbathla) Hubble Telescope yatishbathla Hubble Telescope is used to observe in the near-infrared through the visible spectrum to the ultra-violet. This Telescope is placed above the distortion of the atmosphere, far above rain clouds and light pollution. Its advantage to avoid atmospheric turbulence.It has an extremely large field of view which is necessary to obtain high resolution images of large areas of the sky. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/hubbletelescope-150712091747-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Hubble Telescope is used to observe in the near-infrared through the visible spectrum to the ultra-violet. This Telescope is placed above the distortion of the atmosphere, far above rain clouds and light pollution. Its advantage to avoid atmospheric turbulence.It has an extremely large field of view which is necessary to obtain high resolution images of large areas of the sky.
Hubble Telescope from Yatish Bathla
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Computing and Information Processing /slideshow/future-computing-50420886/50420886 futurecomputing-150711172149-lva1-app6892
This presentation is based on future direction in Electronic Computing and Information Processing. There is doubts about the validity of the “ Moore's law” can negatively influence share prices of Processor firms some exotic new technologies such as nano electronics or quantum computing would be able to save us from this slowdown]]>

This presentation is based on future direction in Electronic Computing and Information Processing. There is doubts about the validity of the “ Moore's law” can negatively influence share prices of Processor firms some exotic new technologies such as nano electronics or quantum computing would be able to save us from this slowdown]]>
Sat, 11 Jul 2015 17:21:49 GMT /slideshow/future-computing-50420886/50420886 yatishbathla@slideshare.net(yatishbathla) Computing and Information Processing yatishbathla This presentation is based on future direction in Electronic Computing and Information Processing. There is doubts about the validity of the “ Moore's law” can negatively influence share prices of Processor firms some exotic new technologies such as nano electronics or quantum computing would be able to save us from this slowdown <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/futurecomputing-150711172149-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> This presentation is based on future direction in Electronic Computing and Information Processing. There is doubts about the validity of the “ Moore&#39;s law” can negatively influence share prices of Processor firms some exotic new technologies such as nano electronics or quantum computing would be able to save us from this slowdown
Computing and Information Processing from Yatish Bathla
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MULTIMEDIA SERVICES OVER IP NETWORKS /slideshow/multimedia-services-over-ip-networks/50378800 imsfinal-150710074029-lva1-app6892
Rise of multimedia and network technologies, multimedia has become an indispensable feature on the Internet. Animation, voice and video clips become more and more popular on the Internet. Multimedia networking products like Internet telephony, Internet TV, video conferencing have appeared on the market]]>

Rise of multimedia and network technologies, multimedia has become an indispensable feature on the Internet. Animation, voice and video clips become more and more popular on the Internet. Multimedia networking products like Internet telephony, Internet TV, video conferencing have appeared on the market]]>
Fri, 10 Jul 2015 07:40:29 GMT /slideshow/multimedia-services-over-ip-networks/50378800 yatishbathla@slideshare.net(yatishbathla) MULTIMEDIA SERVICES OVER IP NETWORKS yatishbathla Rise of multimedia and network technologies, multimedia has become an indispensable feature on the Internet. Animation, voice and video clips become more and more popular on the Internet. Multimedia networking products like Internet telephony, Internet TV, video conferencing have appeared on the market <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/imsfinal-150710074029-lva1-app6892-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> Rise of multimedia and network technologies, multimedia has become an indispensable feature on the Internet. Animation, voice and video clips become more and more popular on the Internet. Multimedia networking products like Internet telephony, Internet TV, video conferencing have appeared on the market
MULTIMEDIA SERVICES OVER IP NETWORKS from Yatish Bathla
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Evolution of Passive optical network /slideshow/passive-opticalnetwork/50175762 passiveopticalnetwork-150705062100-lva1-app6891
This presentation is based on Evolution of Passive Optical Network. We study strategies for increasing the PON’s capacity regardless of its technology: EPON (Ethernet-based PON) or GPON (Gigabit capable PON). It can also introduce other future Technologies like SCM Hybrids and Coherent PONs.]]>

This presentation is based on Evolution of Passive Optical Network. We study strategies for increasing the PON’s capacity regardless of its technology: EPON (Ethernet-based PON) or GPON (Gigabit capable PON). It can also introduce other future Technologies like SCM Hybrids and Coherent PONs.]]>
Sun, 05 Jul 2015 06:21:00 GMT /slideshow/passive-opticalnetwork/50175762 yatishbathla@slideshare.net(yatishbathla) Evolution of Passive optical network yatishbathla This presentation is based on Evolution of Passive Optical Network. We study strategies for increasing the PON’s capacity regardless of its technology: EPON (Ethernet-based PON) or GPON (Gigabit capable PON). It can also introduce other future Technologies like SCM Hybrids and Coherent PONs. <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/passiveopticalnetwork-150705062100-lva1-app6891-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> This presentation is based on Evolution of Passive Optical Network. We study strategies for increasing the PON’s capacity regardless of its technology: EPON (Ethernet-based PON) or GPON (Gigabit capable PON). It can also introduce other future Technologies like SCM Hybrids and Coherent PONs.
Evolution of Passive optical network from Yatish Bathla
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Ofdm in opticals /slideshow/ofdm-in-opticals/40165995 ofdminopticals-141012092630-conversion-gate01
This presentation describes role of orthogonal division mutiplexing in optical networks and electrical networks. It starts with introduction ofdm tecnique then move to role of OFDM in Electrical domain then optical domain]]>

This presentation describes role of orthogonal division mutiplexing in optical networks and electrical networks. It starts with introduction ofdm tecnique then move to role of OFDM in Electrical domain then optical domain]]>
Sun, 12 Oct 2014 09:26:30 GMT /slideshow/ofdm-in-opticals/40165995 yatishbathla@slideshare.net(yatishbathla) Ofdm in opticals yatishbathla This presentation describes role of orthogonal division mutiplexing in optical networks and electrical networks. It starts with introduction ofdm tecnique then move to role of OFDM in Electrical domain then optical domain <img style="border:1px solid #C3E6D8;float:right;" alt="" src="https://cdn.slidesharecdn.com/ss_thumbnails/ofdminopticals-141012092630-conversion-gate01-thumbnail.jpg?width=120&amp;height=120&amp;fit=bounds" /><br> This presentation describes role of orthogonal division mutiplexing in optical networks and electrical networks. It starts with introduction ofdm tecnique then move to role of OFDM in Electrical domain then optical domain
Ofdm in opticals from Yatish Bathla
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https://cdn.slidesharecdn.com/profile-photo-yatishbathla-48x48.jpg?cb=1638543623 Yatish Bathla is a Doctorate student in óbuda University, Budapest. He has attended Master MERIT(European Master of Research in Information and Communication Technologies) from Universitat Politècnica de Catalunya, Barcelona and Masters in Microwave Electronics Science from University of Delhi. He worked two year as programmer in Taipei, Taiwan. He is from Hariyana, India github.com/uaerty https://cdn.slidesharecdn.com/ss_thumbnails/smartapproach-190319083831-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/smart-approach-for-real-time-gender-prediction-ofeuropean-schools-principal-using-machine-learning/137092962 Smart Approach for Rea... https://cdn.slidesharecdn.com/ss_thumbnails/yatishbathlasaci2018-180521103230-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/era-of-behavioral-modeling-in-product-lifecycle-management-system-state-of-the-art-survey/97854034 Era of Behavioral Mode... https://cdn.slidesharecdn.com/ss_thumbnails/presentationsami31-170130084835-thumbnail.jpg?width=320&height=320&fit=bounds slideshow/evaluating-product-system-behavior-using-soft-computing-in-product-structure-modeling/71532042 Evaluating Product Sys...