2017 International Conference on Inventive Computing and Informatics (ICICI)最新文献_第9页

Power efficient automated lights results to security for underground parking space 高效节能的自动照明为地下停车位带来了安全保障

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365214

H. N. Vishwas, S. Ullas

引用次数: 7

Automating anomaly detection for exploratory data analytics 为探索性数据分析自动化异常检测

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365228

Karun Thankachan

引用次数: 3

Fuzzy based task prioritization and VM migration of deadline constrained tasks in cloud systems 云系统中基于模糊的任务优先级和时限约束任务的虚拟机迁移

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365382

R. Kulkarni, S. B. Patil, N. Balaji

{"title":"Fuzzy based task prioritization and VM migration of deadline constrained tasks in cloud systems","authors":"R. Kulkarni, S. B. Patil, N. Balaji","doi":"10.1109/ICICI.2017.8365382","DOIUrl":"https://doi.org/10.1109/ICICI.2017.8365382","url":null,"abstract":"In the past few years Cloud Computing has become one of the prominent areas of research supporting huge number of distributed applications. Cloud computing can be treated as a way of having utility computing which provides large amount of resources with the help of service providers. There exists a Service Level Agreement (SLA) between cloud service provider and service requester. Cloud being a virtualized environment provides Virtual Machines as processing elements. The workflow with number of tasks will be submitted to cloud by end users. These tasks will be run on VMs for completion of given job. For real time tasks meeting of deadlines is the Quality of Service (QOS) requirement. In this paper we have used the fuzzy logic based approach to improvise the performance of dead line constrained tasks. Fuzzy logic has been applied at two levels, first at the level of assigning priorities to jobs and second on deciding the VM migrations based on the overloaded situation. Over loading of VMs is a common situation in cloud as resources are shared among multiple users. With the virtualization technology, hardware resources of a physical machine are shared among various processing elements i.e. VMs. This resource sharing results in uncertain performance of Virtual Machines because of resource interference between VMs. In this paper fuzzy logic based approach was chosen because it provides a way to represent uncertainty in the dynamic environments like cloud using smaller search areas. With the usage of fuzzy logic it is possible to bring in the performance improvement and hence to improve the quality of service (QOS) as a part of Service level agreement.","PeriodicalId":369524,"journal":{"name":"2017 International Conference on Inventive Computing and Informatics (ICICI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116532846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Hand gesture recognition using shape and texture evidences in complex background 复杂背景下基于形状和纹理证据的手势识别

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365354

D. Vishwakarma

引用次数: 7

An efficient over sampled approach for handling imbalanced data using diversified distribution 一种利用多样化分布处理不平衡数据的有效过采样方法

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365232

G. Shobana, B. Battula

引用次数: 0

On-off control based multi-frequency multi-load inverter configuration for induction cooking application 基于开关控制的多频多负载逆变器配置用于感应烹饪应用

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365350

S. Porpandiselvi, P. S. Kumar

引用次数: 0

Automatic monitoring and control of shrimp aquaculture and paddy field based on embedded system and IoT 基于嵌入式系统和物联网的对虾养殖和水田自动监控

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365307

P. Sneha, V. Rakesh

{"title":"Automatic monitoring and control of shrimp aquaculture and paddy field based on embedded system and IoT","authors":"P. Sneha, V. Rakesh","doi":"10.1109/ICICI.2017.8365307","DOIUrl":"https://doi.org/10.1109/ICICI.2017.8365307","url":null,"abstract":"Aquaculture is the farming of aquatic organism in natural or controlled marine or freshwater environments. The real-time monitoring of environmental parameters are very important for both shrimp aquaculture and paddy farming. Here, an electronic system is proposed for the efficient monitoring and effective control of different environmental parameters related to the paddy field and shrimp aquaculture. The proposed system is implemented as an embedded system to monitor and control the important environmental parameters with the help of sensors and actuators. A set of different types of sensors are placed in the cultivation field and each of them are connected to a common microcontroller board built on an Arduino UNO board. The micro-controller will monitor the sensor values and these real-time values are shared to a data logging system implemented on a Raspberry Pi based single board computer. The real-time sensor values can be logged into the SD card of the Raspberry Pi. The actuators such as pump and aerator will be turned on and off automatically by the Raspberry Pi in accordance with the threshold values of different environmental parameters. Moreover, the farmer is also given a facility to control the pumps and aerators through a latest trend in embedded system technology called the Internet of Things(IoT). The farmers can use a social media open-source Android app called Telegram for monitoring and controlling the system. Also, the real-time temperature and humidity values from the sensors are validated by using the information collected from a weather forecasting website. If any abnormality in the environmental parameters are observed, the system will notify the farmer by generating alert SMSs through a web-service application called Twilio. The installation of such a system in the paddy field will definitely help the farmers to increase the yield in a better environmental condition.","PeriodicalId":369524,"journal":{"name":"2017 International Conference on Inventive Computing and Informatics (ICICI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129724927","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 10

Comparative analysis of radix-2, radix-4, radix-8 CORDIC processors 基数-2、基数-4、基数-8 CORDIC处理器的比较分析

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365377

J. Rudagi, S. Subbaraman

{"title":"Comparative analysis of radix-2, radix-4, radix-8 CORDIC processors","authors":"J. Rudagi, S. Subbaraman","doi":"10.1109/ICICI.2017.8365377","DOIUrl":"https://doi.org/10.1109/ICICI.2017.8365377","url":null,"abstract":"Digital Signal Processing is widely used in number of data streaming applications. The analytical treatment of all DSP algorithms involve basic arithmetic operations like multiplication and division besides the transcendental functions viz. trigonometric, inverse trigonometric, logarithmic, exponential etc. Generally used software solutions for digital implementation of these products are table look up or Taylor series expansion, but these require large memory and calculation become tedious. Coordinate rotational Digital Computer is one such technique which uses just shift and add arithmetic to implement different functions. By varying few simple parameters, it can be used to efficiently implement trigonometric, logarithmic, exponential function etc. Since it uses only shift and add arithmetic, VLSI implementation of such an algorithm is achievable. Radix-2 CORDIC Processor requires n iteration for n bit input data, so the latency is large. So to reduce the latency higher radix i.e. radix-4 and radix-8 can be employed, which reduces the number of iterations from n/2 to n/4. It is observed from the simulation and synthesis result that radix-8 is more energy efficient and gives high throughput compared to that of radix-2 and radix-4 CORDIC architectures with extra area overhead.","PeriodicalId":369524,"journal":{"name":"2017 International Conference on Inventive Computing and Informatics (ICICI)","volume":"422 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124430338","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Power gating technique for reducing leakage power in digital asynchronous GasP circuits 降低数字异步GasP电路泄漏功率的功率门控技术

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365345

R. K. Tiwari, Rakesh Ranjan, Mirza Nemath Ali Baig, E. Sravya

{"title":"Power gating technique for reducing leakage power in digital asynchronous GasP circuits","authors":"R. K. Tiwari, Rakesh Ranjan, Mirza Nemath Ali Baig, E. Sravya","doi":"10.1109/ICICI.2017.8365345","DOIUrl":"https://doi.org/10.1109/ICICI.2017.8365345","url":null,"abstract":"There are multiple methods to reduce power consumption of digital circuits one of them is power gating. This paper introduces a new Power Gating technique for the GasP family of asynchronous circuits to achieve power savings. Large amount of power utilization in digital circuits is due to leakage current, as sub threshold conduction, junction leakage, and tunneling leakage through gate oxide. As per result from experiment, it is found that power gating is the most effective method to reduce sub threshold leakage. In power, gating there is a PMOS, a NMOS transistor is used to provide virtual power supply to block which is known as Virtual VDD and Virtual GND. NMOS, and PMOS transistor is known as sleep transistors. The power control logic turns on the power in anticipation of the receiving signal. The power control logic turns off the power when the circuit block is idle because either it is empty or pipeline is obstructed. GasP circuit make possible power gating is used in each stage. A latch is used in this article for storing the data coming from previous stage. This latch is power efficient because it drives only when necessary. It preserve its output and permits power gating.","PeriodicalId":369524,"journal":{"name":"2017 International Conference on Inventive Computing and Informatics (ICICI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121224519","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Comparative study of individual and ensemble methods of classification for credit scoring 信用评分中个体与整体分类方法的比较研究

2017 International Conference on Inventive Computing and Informatics (ICICI) Pub Date : 2017-11-01 DOI: 10.1109/ICICI.2017.8365282

Pradeep Singh

{"title":"Comparative study of individual and ensemble methods of classification for credit scoring","authors":"Pradeep Singh","doi":"10.1109/ICICI.2017.8365282","DOIUrl":"https://doi.org/10.1109/ICICI.2017.8365282","url":null,"abstract":"Credit Scoring is the primary method for classifying loan applicants into two classes, namely credible payers and defaulters. In general, credit score is the primary indicator of creditworthiness of the person. This credit scoring technique is used by banks and other money lenders to build a probabilistic predictive model, called a scorecard for estimating the probability of defaulters. In the current global scenario, credit scoring is a major tool for risk evaluation and risk management for all the existing and emerging economies. With the introduction of Basel II Accord, Credit scoring has gained much significance in retail credit industry. In this paper, we performed an extensive comparative in order to classify the credit scoring and identification of best classifier. Furthermore, we used two different categories of classifiers i.e. individual and ensemble. Identification of optimal machine-learning methods for credit scoring applications is a crucial step towards stable creditworthiness of the person. Different parameters Accuracy, AUC, F-measure, precision and recall are used for the evaluation of the results.","PeriodicalId":369524,"journal":{"name":"2017 International Conference on Inventive Computing and Informatics (ICICI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122518886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 17