IoT is the most emerging technology in recent era. Our day to day life has become smoother<br&... more IoT is the most emerging technology in recent era. Our day to day life has become smoother<br> with the wide range of mobile applications. With the advancement in science and technology<br> most of the human activities are being automated. People prefer automation rather than<br> getting things done manually. Here the paper describes a system based on IoT for home<br> automation. This paper demonstrates a home automation system that will indicate the user<br> with lamps blinking when he gets a phone call.
Lecture Notes on Data Engineering and Communications Technologies, 2019
In recent days as usage of gas is flexible and cheaper, it has been increased from home to hotels... more In recent days as usage of gas is flexible and cheaper, it has been increased from home to hotels, industries, office etc. Besides its advantageous, gas leakage is becoming a major concern at all the places wherever it is being used as it may lead to a small accident or sometimes major disaster causing a great loss of infrastructures and lives of people. With the available advanced IoT and Mobile technologies, it is possible to build a system to prevent such accidents and informing the right person in case of tragedy. Hence, this paper has designed and developed a device which is capable of detecting the gas leakage and send alert message to specified mobile number. This proposed device could detect leakage of LPG, Methane, Butane or any such petroleum based gaseous substance using MQ5 Sensor (gas sensor) and send SMS to registered mobile number (by inserting sim in GSM module) and when the gas leakage is detected by the gas sensor then it sends an SMS alert to the registered mobile...
2017 International Conference on Communication and Signal Processing (ICCSP), 2017
Since its inception, the Internet has gone through many modifications and improvements. The inter... more Since its inception, the Internet has gone through many modifications and improvements. The internet is no more used only for emailing or communication purposes. The usage of Internet has grown far more beyond these and has been in recent days used for sharing content which has led to the directions of developing content based networks. Named data network is one such approach. It is aimed to work against the current disadvantages of the IP and provide a new networking paradigm. The Named data networks allows each router to cache the data packet which incurs larger cache replacement time. In this paper, a new approach for caching has been proposed and is called the Alternate Router Caching Policy. This contribution aims to minimize the response time taken by the Named Data Networks and reduce the number of cache replacements that may occur at the routers in the NDN network thereby improving the performance of the NDN network. The caching policy has been simulated using ns2 and the ef...
Cloud computing, as an emerging computing model, provides storage, network and computing resource... more Cloud computing, as an emerging computing model, provides storage, network and computing resources as services to the requested users on demand over the Internet. Efficient and convenient utilization of cloud resources to achieve high throughput and quality of service (QoS) is a major challenge. Hence, in order to achieve good QoS and high performance of the cloud, this paper has proposed a data center-based cloud architecture and an efficient service scheduling strategy. This is done by monitoring the changing resource and virtual machine (VM) status with dynamic VM configuration. The main targets of the proposed work are to achieve high throughput with good QoS. The simulation results demonstrate that it achieves the objectives.
Presently, in the whole world, excessive amount of electric energy is being consumed by the<br... more Presently, in the whole world, excessive amount of electric energy is being consumed by the<br> street lamps, which are automatically turned on when it becomes dark and automatically<br> turned off when it becomes blazing. This happens irrespective of the presence or absence of<br> people on the streets saving manual effort and power to certain extent. Nonetheless,<br> unnecessary wastage of energy being consumed by the lampsin the absence of people on the<br> street could be taken care saving power energy to the larger extent.Hence, in this paper a<br> smart street light system is proposed using IoT technology.In this, lights would be on with full<br> intensity when people are detected otherwise lights would be switched on with min intensity<br> or switched off. In our paper we design a system which uses IoT technology.
Optimization of resource utilization especially energy with higher Quality of Service (QoS) param... more Optimization of resource utilization especially energy with higher Quality of Service (QoS) parameter such as packet delivery ratio etc, is an open and active research issue in wireless sensor networks (WSN). Existing methods such as direct transmission, multi-hop routing, minimum transmission energy and static clustering methods were not optimal for certain applications. LEACH protocol is built on the assumption of direct communication between cluster head and Sink nodes. Where as in many real time applications cluster head to cluster head communication is required. The Proposed work in this paper is an improvement in LEACH protocol by means of dynamic cluster head selection and routing from Cluster head to sink node through other cluster heads and their by increases the network life time. The proposed work gives better performance of network life time, low energy consumption compared to LEACH.
2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018
It is a known fact that about 70% of the Earth's surface is water, out of which only a mere 3... more It is a known fact that about 70% of the Earth's surface is water, out of which only a mere 3% of it is freshwater that can be utilized for human consumption. Moreover, with the rising population in cities, in the present-day scenario, there is a serious need for saving water. Generally, while filling up the overhead tanks, most of the times water overflows leading to substantial wastage of water. To overcome this problem, in this paper, an IoT and Mobile based Smart Water Level Controlling System [WLCS] has been developed. This effectively reduces the wastage of water by monitoring the level of water in the overhead tank and intimating the user to turn on or turn off the motor using their mobile phone. This system allows the user to control the motor through mobile phone very conveniently avoiding the water wastage due to overflow of the overhead tanks and the inconvenience due to underflow of water in the overhead tanks.
2015 IEEE International Advance Computing Conference (IACC), 2015
Cloud data center have to accommodate many users with isolated and independent networks in the di... more Cloud data center have to accommodate many users with isolated and independent networks in the distributed environment to support multi-tenant network and integrity. User applications are stored separately in virtual network. To support huge network traffic data center networks require software to change physically connected devices into virtual networks. Software defined networking is a new paradigm allows networks easily programmable that helps in controlling and managing virtual network devices. Flow decisions are made based upon real-time analysis of network consumption statistics with software defined networking. Managing these virtual networks is the real challenge for the network administrators. In this paper, we propose a novel network management approach between the controller and virtual switches and provide QoS of virtual LAN in the distributed cloud environment. This approach provides a protocol to deploy in Cloud Data center network environments using OpenFlow architecture in switches. Our approach delivers two different features, dynamic network configuration and Virtual management protocol between controller and open vswitch. This technique is very useful for cloud network administrators to provide better network services in cloud data center to multi-tenant users quickly.
2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)
In recent times Internet of Things (IoT) has gained popularity because of its characteristics in ... more In recent times Internet of Things (IoT) has gained popularity because of its characteristics in connecting and providing communication among various physical objects and devices enabling collection of diverse data that help making smart and educated decisions which in turn help making human life simple, safe and efficient. Traditional Wireless Sensor Networks (WSNs) are now becoming mainstream data source for IoT applications by connecting to uniquely addressable and routable gateways. Wireless Sensor Networks are defined as a collection of devices with limited resources like processing, memory, power and bandwidth, deployed for sensing various scalar and multimedia data with diverse traffic types. These data are critical and has to reach the sink in time. The constrained nature of the network with inherent approach of best effort data delivery, not only imposes challenges in reliable transmission of data but also the real time delivery of the data. With increasing use of IoT technology in Smart solutions such as Access control, Real time inventory, Flow optimization, one of the key problems of next generation WSNs is the real-time management and control of network paths within the sensor network so that mission critical data from sensor nodes reaches the IoT Gateway in real-time. In addition, given the myriad type of applications in WSN, imposes the need to segregate and treat data traffic variedly based on the criticality of the application and/or data. Hence there is a need to address the aspects of optimal usage of resources for handling delivery of critical data satisfying its Quality of Service (QoS) requirements within the sensor network. This paper proposes optimal resource reservation mechanism which has resulted in optimal utilization of resources by allocating sufficient resources for prominent and critical data and hence reducing the delay and increasing the performance of the system.
2017 International Conference on Inventive Computing and Informatics (ICICI)
In developing countries like India, at present there is no efficient system model to effectively ... more In developing countries like India, at present there is no efficient system model to effectively manage the current grocery needs of the society and educate the farmers in growing the required crops to fulfill those needs satisfactorily. Due to this lack of demand (needs) supply data analysis and management, most of the times farmers suffer from the loss and consumers suffers from high prices. In order to address this problem, enormous data about the demand, supply and price variation of various crops have been collected and analyzed. The results have shown a huge gap between a demand and supply of various crops due to which both customers and farmers are facing problems. Hence, this paper proposes a demand-Prediction forecasting model based on a detailed analysis of varying market conditions and societal needs for food grains for several years. The forecasted values of various parameters are in the range of actual real-time market values.
With today's increasing communication infrastructure, traffic of data networks fluctuates hea... more With today's increasing communication infrastructure, traffic of data networks fluctuates heavily, which results the sudden degradation of service. Handling of such busty and unpredictable traffic demands is a key issue. Such unpredictable traffic also disrupts the efficient usage of network resources. Hence this paper an efficient traffic engineering and management system is proposed which performs unpredictable traffic control using virtual routing topologies. This proposed system contains two components: offline link weight optimization (OLWO) and adaptive traffic control (ATC). OLWO takes physical network topology as input and produces maximum routing path diversity through optimized link weights. An ATC takes these diverse paths as input and intelligently split the incoming traffic across individual routing topologies. Since the data communication networks are prone to attacks proposed system also incorporates the security in order to maintain the confidentiality and integr...
Cloud computing refers to hosted online services accessed via the internet, which can help in the... more Cloud computing refers to hosted online services accessed via the internet, which can help in the faster deployment of user applications for less cost. Cloud computing services offer great opportunities for clients to find the maximum service and best pricing. Algorithms, policies and methodologies are necessary for user application evaluation before actual deployment in cloud to select the best service with minimum cost. Hence to model and analyze such user applications Cloud-Analyst, a Cloud-Sim based toolkit is used. Simulator consists of different service broker policies, load balancing algorithms which give report as per user requirements. With the help of simulation report, we can modify the cloud environment as per the requirement of user. The service broker policy selects data centre located in different regions considering cost-effectiveness of Virtual machine, data centre processing and other parameters. We have analyzed various service broker policies for selecting data c...
The federated cloud is the future generation of cloud computing, allowing sharing of computing an... more The federated cloud is the future generation of cloud computing, allowing sharing of computing and storage resources, and servicing of user tasks among cloud providers through a centralized control mechanism. However, a great challenge lies in the efficient management of such federated clouds and fair distribution of the load among heterogeneous cloud providers. In our proposed approach, called QPFS_MASG, at the federated cloud level, the incoming tasks queue are partitioned in order to achieve a fair distribution of the load among all cloud providers of the federated cloud. Then, at the cloud level, task scheduling using the Modified Activity Selection by Greedy (MASG) technique assigns the tasks to different virtual machines (VMs), considering the task deadline as the key factor in achieving good quality of service (QoS). The proposed approach takes care of servicing tasks within their deadline, reducing service level agreement (SLA) violations, improving the response time of user...
2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)
In these days security has become one of the most important societal concerns to be addressed. Th... more In these days security has become one of the most important societal concerns to be addressed. This is because of the increased robbery and intrusion cases at almost all the places like home, temples, colleges, offices etc. So people are finding it difficult to lead a secure, peaceful and happy life. Hence in this paper, an efficient IoT smart security system has been designed and developed that continuously monitors and informs the authorized person in case of intrusion is detected. An alarm is also raised locally that intimates the neighbouring people about the presence of intruder. This Theft Control unit has been developed using IoT technologies (IoT-TCU). The demonstration of this system have proved in successfully sending a message and raising an alarm, when any intruder is detected there by reducing the chances of theft by alerting the nearby and authorised people with the required information about the presence of intruder ontime.
International Journal of Grid and High Performance Computing
Although Big data analytics, machine learning and cloud technologies have been acknowledged as be... more Although Big data analytics, machine learning and cloud technologies have been acknowledged as better enablers in revolutionizing the quality of agricultural systems, in most of the developing nations like India there is no able system to effectively survey the real grocery needs of the society and accordingly educate the farmers to grow and supply the crops. Due to lack of such process, there is no synchronization between demand and supply of food crops, and hence, most of the time farmers suffer with loss and consumers suffer from high varied prices. In order to address this problem, data about the demand, supply, and price variation of various crops of different seasons of the year have been collected and analysed. The analysis results have shown a huge gap between demand and supply of crops. Hence, this work proposes novel machine learning-based data analytics system that forecasts the demand for different food crops and regulates the supply accordingly by assisting the farmers ...
IoT is the most emerging technology in recent era. Our day to day life has become smoother<br&... more IoT is the most emerging technology in recent era. Our day to day life has become smoother<br> with the wide range of mobile applications. With the advancement in science and technology<br> most of the human activities are being automated. People prefer automation rather than<br> getting things done manually. Here the paper describes a system based on IoT for home<br> automation. This paper demonstrates a home automation system that will indicate the user<br> with lamps blinking when he gets a phone call.
Lecture Notes on Data Engineering and Communications Technologies, 2019
In recent days as usage of gas is flexible and cheaper, it has been increased from home to hotels... more In recent days as usage of gas is flexible and cheaper, it has been increased from home to hotels, industries, office etc. Besides its advantageous, gas leakage is becoming a major concern at all the places wherever it is being used as it may lead to a small accident or sometimes major disaster causing a great loss of infrastructures and lives of people. With the available advanced IoT and Mobile technologies, it is possible to build a system to prevent such accidents and informing the right person in case of tragedy. Hence, this paper has designed and developed a device which is capable of detecting the gas leakage and send alert message to specified mobile number. This proposed device could detect leakage of LPG, Methane, Butane or any such petroleum based gaseous substance using MQ5 Sensor (gas sensor) and send SMS to registered mobile number (by inserting sim in GSM module) and when the gas leakage is detected by the gas sensor then it sends an SMS alert to the registered mobile...
2017 International Conference on Communication and Signal Processing (ICCSP), 2017
Since its inception, the Internet has gone through many modifications and improvements. The inter... more Since its inception, the Internet has gone through many modifications and improvements. The internet is no more used only for emailing or communication purposes. The usage of Internet has grown far more beyond these and has been in recent days used for sharing content which has led to the directions of developing content based networks. Named data network is one such approach. It is aimed to work against the current disadvantages of the IP and provide a new networking paradigm. The Named data networks allows each router to cache the data packet which incurs larger cache replacement time. In this paper, a new approach for caching has been proposed and is called the Alternate Router Caching Policy. This contribution aims to minimize the response time taken by the Named Data Networks and reduce the number of cache replacements that may occur at the routers in the NDN network thereby improving the performance of the NDN network. The caching policy has been simulated using ns2 and the ef...
Cloud computing, as an emerging computing model, provides storage, network and computing resource... more Cloud computing, as an emerging computing model, provides storage, network and computing resources as services to the requested users on demand over the Internet. Efficient and convenient utilization of cloud resources to achieve high throughput and quality of service (QoS) is a major challenge. Hence, in order to achieve good QoS and high performance of the cloud, this paper has proposed a data center-based cloud architecture and an efficient service scheduling strategy. This is done by monitoring the changing resource and virtual machine (VM) status with dynamic VM configuration. The main targets of the proposed work are to achieve high throughput with good QoS. The simulation results demonstrate that it achieves the objectives.
Presently, in the whole world, excessive amount of electric energy is being consumed by the<br... more Presently, in the whole world, excessive amount of electric energy is being consumed by the<br> street lamps, which are automatically turned on when it becomes dark and automatically<br> turned off when it becomes blazing. This happens irrespective of the presence or absence of<br> people on the streets saving manual effort and power to certain extent. Nonetheless,<br> unnecessary wastage of energy being consumed by the lampsin the absence of people on the<br> street could be taken care saving power energy to the larger extent.Hence, in this paper a<br> smart street light system is proposed using IoT technology.In this, lights would be on with full<br> intensity when people are detected otherwise lights would be switched on with min intensity<br> or switched off. In our paper we design a system which uses IoT technology.
Optimization of resource utilization especially energy with higher Quality of Service (QoS) param... more Optimization of resource utilization especially energy with higher Quality of Service (QoS) parameter such as packet delivery ratio etc, is an open and active research issue in wireless sensor networks (WSN). Existing methods such as direct transmission, multi-hop routing, minimum transmission energy and static clustering methods were not optimal for certain applications. LEACH protocol is built on the assumption of direct communication between cluster head and Sink nodes. Where as in many real time applications cluster head to cluster head communication is required. The Proposed work in this paper is an improvement in LEACH protocol by means of dynamic cluster head selection and routing from Cluster head to sink node through other cluster heads and their by increases the network life time. The proposed work gives better performance of network life time, low energy consumption compared to LEACH.
2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018
It is a known fact that about 70% of the Earth's surface is water, out of which only a mere 3... more It is a known fact that about 70% of the Earth's surface is water, out of which only a mere 3% of it is freshwater that can be utilized for human consumption. Moreover, with the rising population in cities, in the present-day scenario, there is a serious need for saving water. Generally, while filling up the overhead tanks, most of the times water overflows leading to substantial wastage of water. To overcome this problem, in this paper, an IoT and Mobile based Smart Water Level Controlling System [WLCS] has been developed. This effectively reduces the wastage of water by monitoring the level of water in the overhead tank and intimating the user to turn on or turn off the motor using their mobile phone. This system allows the user to control the motor through mobile phone very conveniently avoiding the water wastage due to overflow of the overhead tanks and the inconvenience due to underflow of water in the overhead tanks.
2015 IEEE International Advance Computing Conference (IACC), 2015
Cloud data center have to accommodate many users with isolated and independent networks in the di... more Cloud data center have to accommodate many users with isolated and independent networks in the distributed environment to support multi-tenant network and integrity. User applications are stored separately in virtual network. To support huge network traffic data center networks require software to change physically connected devices into virtual networks. Software defined networking is a new paradigm allows networks easily programmable that helps in controlling and managing virtual network devices. Flow decisions are made based upon real-time analysis of network consumption statistics with software defined networking. Managing these virtual networks is the real challenge for the network administrators. In this paper, we propose a novel network management approach between the controller and virtual switches and provide QoS of virtual LAN in the distributed cloud environment. This approach provides a protocol to deploy in Cloud Data center network environments using OpenFlow architecture in switches. Our approach delivers two different features, dynamic network configuration and Virtual management protocol between controller and open vswitch. This technique is very useful for cloud network administrators to provide better network services in cloud data center to multi-tenant users quickly.
2016 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)
In recent times Internet of Things (IoT) has gained popularity because of its characteristics in ... more In recent times Internet of Things (IoT) has gained popularity because of its characteristics in connecting and providing communication among various physical objects and devices enabling collection of diverse data that help making smart and educated decisions which in turn help making human life simple, safe and efficient. Traditional Wireless Sensor Networks (WSNs) are now becoming mainstream data source for IoT applications by connecting to uniquely addressable and routable gateways. Wireless Sensor Networks are defined as a collection of devices with limited resources like processing, memory, power and bandwidth, deployed for sensing various scalar and multimedia data with diverse traffic types. These data are critical and has to reach the sink in time. The constrained nature of the network with inherent approach of best effort data delivery, not only imposes challenges in reliable transmission of data but also the real time delivery of the data. With increasing use of IoT technology in Smart solutions such as Access control, Real time inventory, Flow optimization, one of the key problems of next generation WSNs is the real-time management and control of network paths within the sensor network so that mission critical data from sensor nodes reaches the IoT Gateway in real-time. In addition, given the myriad type of applications in WSN, imposes the need to segregate and treat data traffic variedly based on the criticality of the application and/or data. Hence there is a need to address the aspects of optimal usage of resources for handling delivery of critical data satisfying its Quality of Service (QoS) requirements within the sensor network. This paper proposes optimal resource reservation mechanism which has resulted in optimal utilization of resources by allocating sufficient resources for prominent and critical data and hence reducing the delay and increasing the performance of the system.
2017 International Conference on Inventive Computing and Informatics (ICICI)
In developing countries like India, at present there is no efficient system model to effectively ... more In developing countries like India, at present there is no efficient system model to effectively manage the current grocery needs of the society and educate the farmers in growing the required crops to fulfill those needs satisfactorily. Due to this lack of demand (needs) supply data analysis and management, most of the times farmers suffer from the loss and consumers suffers from high prices. In order to address this problem, enormous data about the demand, supply and price variation of various crops have been collected and analyzed. The results have shown a huge gap between a demand and supply of various crops due to which both customers and farmers are facing problems. Hence, this paper proposes a demand-Prediction forecasting model based on a detailed analysis of varying market conditions and societal needs for food grains for several years. The forecasted values of various parameters are in the range of actual real-time market values.
With today's increasing communication infrastructure, traffic of data networks fluctuates hea... more With today's increasing communication infrastructure, traffic of data networks fluctuates heavily, which results the sudden degradation of service. Handling of such busty and unpredictable traffic demands is a key issue. Such unpredictable traffic also disrupts the efficient usage of network resources. Hence this paper an efficient traffic engineering and management system is proposed which performs unpredictable traffic control using virtual routing topologies. This proposed system contains two components: offline link weight optimization (OLWO) and adaptive traffic control (ATC). OLWO takes physical network topology as input and produces maximum routing path diversity through optimized link weights. An ATC takes these diverse paths as input and intelligently split the incoming traffic across individual routing topologies. Since the data communication networks are prone to attacks proposed system also incorporates the security in order to maintain the confidentiality and integr...
Cloud computing refers to hosted online services accessed via the internet, which can help in the... more Cloud computing refers to hosted online services accessed via the internet, which can help in the faster deployment of user applications for less cost. Cloud computing services offer great opportunities for clients to find the maximum service and best pricing. Algorithms, policies and methodologies are necessary for user application evaluation before actual deployment in cloud to select the best service with minimum cost. Hence to model and analyze such user applications Cloud-Analyst, a Cloud-Sim based toolkit is used. Simulator consists of different service broker policies, load balancing algorithms which give report as per user requirements. With the help of simulation report, we can modify the cloud environment as per the requirement of user. The service broker policy selects data centre located in different regions considering cost-effectiveness of Virtual machine, data centre processing and other parameters. We have analyzed various service broker policies for selecting data c...
The federated cloud is the future generation of cloud computing, allowing sharing of computing an... more The federated cloud is the future generation of cloud computing, allowing sharing of computing and storage resources, and servicing of user tasks among cloud providers through a centralized control mechanism. However, a great challenge lies in the efficient management of such federated clouds and fair distribution of the load among heterogeneous cloud providers. In our proposed approach, called QPFS_MASG, at the federated cloud level, the incoming tasks queue are partitioned in order to achieve a fair distribution of the load among all cloud providers of the federated cloud. Then, at the cloud level, task scheduling using the Modified Activity Selection by Greedy (MASG) technique assigns the tasks to different virtual machines (VMs), considering the task deadline as the key factor in achieving good quality of service (QoS). The proposed approach takes care of servicing tasks within their deadline, reducing service level agreement (SLA) violations, improving the response time of user...
2018 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)
In these days security has become one of the most important societal concerns to be addressed. Th... more In these days security has become one of the most important societal concerns to be addressed. This is because of the increased robbery and intrusion cases at almost all the places like home, temples, colleges, offices etc. So people are finding it difficult to lead a secure, peaceful and happy life. Hence in this paper, an efficient IoT smart security system has been designed and developed that continuously monitors and informs the authorized person in case of intrusion is detected. An alarm is also raised locally that intimates the neighbouring people about the presence of intruder. This Theft Control unit has been developed using IoT technologies (IoT-TCU). The demonstration of this system have proved in successfully sending a message and raising an alarm, when any intruder is detected there by reducing the chances of theft by alerting the nearby and authorised people with the required information about the presence of intruder ontime.
International Journal of Grid and High Performance Computing
Although Big data analytics, machine learning and cloud technologies have been acknowledged as be... more Although Big data analytics, machine learning and cloud technologies have been acknowledged as better enablers in revolutionizing the quality of agricultural systems, in most of the developing nations like India there is no able system to effectively survey the real grocery needs of the society and accordingly educate the farmers to grow and supply the crops. Due to lack of such process, there is no synchronization between demand and supply of food crops, and hence, most of the time farmers suffer with loss and consumers suffer from high varied prices. In order to address this problem, data about the demand, supply, and price variation of various crops of different seasons of the year have been collected and analysed. The analysis results have shown a huge gap between demand and supply of crops. Hence, this work proposes novel machine learning-based data analytics system that forecasts the demand for different food crops and regulates the supply accordingly by assisting the farmers ...
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Papers by Dr. M Dakshayini