2021 8th International Conference on Signal Processing and Integrated Networks (SPIN)最新文献_第4页

Scheduling tasks based on branch and bound algorithm in cloud computing environment 云计算环境下基于分支定界算法的任务调度

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9565972

Pardeep Singh

{"title":"Scheduling tasks based on branch and bound algorithm in cloud computing environment","authors":"Pardeep Singh","doi":"10.1109/SPIN52536.2021.9565972","DOIUrl":"https://doi.org/10.1109/SPIN52536.2021.9565972","url":null,"abstract":"Cloud computing is an ideal way for large-scale distributed computing and parallel processing. Cloud computing supports a vast number of services which covers a large number of consumer services like the cloud backup of the images, videos in the smartphone, etc. The performance and efficiency of services provided by cloud computing are dependent on the execution time of user tasks presented to the cloud system. Efficient scheduling of user tasks plays a significant role in managing the physical and virtual resources with a better performance in cloud services. Task Scheduling is one of the main types of scheduling performed in a cloud environment that aim to minimize the makespan for the task processing. Makespan means the total time taken by the virtual machines to complete the tasks allocated to them. In heterogeneous system scheduling the different size tasks of different significance is a complex problem that has been tried to resolve with various approaches e.g. FCFS, SJF, Min-Min, Max-Min, etc. In this work, the Branch and Bound (B&B) algorithm has been implemented and tested for assigning these heterogeneous tasks to virtual machines to reduce the makespan. It has configured the environment in the CloudSim simulator and obtained the results mainly about makespan. Results are compared with other general scheduling algorithms i.e. FCFS, MIN-MIN, MAX-MIN, and SJF.","PeriodicalId":343177,"journal":{"name":"2021 8th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128315521","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: 4

A Low Power Fully Differential Ring-VCO Design in 45-nm CMOS Technology for Digital Applications 基于45纳米CMOS技术的数字应用低功耗全差分环压控振荡器设计

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566035

Harshit Yadav, Abdul Qadir Khan, Paurush Bhulania

{"title":"A Low Power Fully Differential Ring-VCO Design in 45-nm CMOS Technology for Digital Applications","authors":"Harshit Yadav, Abdul Qadir Khan, Paurush Bhulania","doi":"10.1109/SPIN52536.2021.9566035","DOIUrl":"https://doi.org/10.1109/SPIN52536.2021.9566035","url":null,"abstract":"Planning a smaller, effective in power the Ring configuration of the VCO having high recurrence in millimeter wave applications like the L-band applicable in the present-day remote correspondence framework, has been like a concern area for years. In this article, a force viable arrangement in millimeter wave-based Ring Oscillator had been carried out in 45 nm technology innovation utilizing completely differential engineering, along these lines accomplishing rail to rail yield swing value of 1.2 Vpp & normal force dispersal of 320 x 10-6 W, which is exceptionally considerable for a differential design. Preferring the simple execution of the sub module in little bite the dust size, a 5-stage CMOS differential VCRO has been received with devoted predisposition control block, which helps in broadening the segment of the plan & giving huge swing at the yield. The ring configuration of VCO had been approved on TSPICE stage which affirms the greatest tuning recurrence of 1850 MHz with 29% all out symphonious contortion & a total tuning scope of 500 - 1850 MHz.","PeriodicalId":343177,"journal":{"name":"2021 8th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128602590","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: 0

Aerodynamic Characteristics of a Double Delta Wing with Fore-body 带前体双三角翼气动特性研究

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566062

Hrutvik Dhaigude, Vibhati, J. Sinha, J. K. Jain

引用次数: 1

Unidirectional Onboard Battery Charging for Electric Vehicle using Interleaved Luo Converter 基于交错变换器的电动汽车车载电池单向充电

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566106

C. Chaudhary, Saurabh Mishra, U. Nangia

引用次数: 1

State Estimation Along WLS-Phasor Measurements in Power System 基于wls相量的电力系统状态估计

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566012

Ankit Kumar Dhaikar, S. T. Nagarajan

引用次数: 0

Development of Behavior based Robot manipulation using Actor-Critic architecture 使用Actor-Critic架构开发基于行为的机器人操作

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566102

Priya Shukla, Madhurjya Pegu, G. Nandi

{"title":"Development of Behavior based Robot manipulation using Actor-Critic architecture","authors":"Priya Shukla, Madhurjya Pegu, G. Nandi","doi":"10.1109/SPIN52536.2021.9566102","DOIUrl":"https://doi.org/10.1109/SPIN52536.2021.9566102","url":null,"abstract":"Developing behavior based robotic manipulation is a very challenging but necessary task to be solved, especially for humanoid and social robots. Fundamental robotic tasks such as grasping, pick and place, trajectory following are at present solved using conventional forward and inverse kinematics (IK), dynamics and trajectory planning, whereas we learn these complex tasks using past experiences. In this paper, we explore developing behavior based robotic manipulation using reinforcement learning, more specifically learning directly from experiences through interactions with the real world and without knowing the transition model of the environment. Here, we propose a multi agent paradigm to gather experiences from multiple environments in parallel along with a model for populating new generation of agents using Evolutionary Actor-Critic Algorithm (EACA). The agents are of actor-critic architecture and both of them comprises of general purpose neural networks. The actor-critic architecture enables the model to perform well both in high dimensional state space and high dimensional action space which is very crucial for all robotic applications. The proposed algorithm is benchmarked with respect to different multi agent paradigm but keeping the agent’s architecture same. Reinforcement learning, being highly data intensive, requires the use of the CPU and GPU cores to be done judiciously for sampling the environment as well as for training, the details of which have been described here. We have run rigorous experiments for learning joint trajectories on the open gym based KUKA arm manipulator, where our proposed method achieves learning stability within 300 episodes, as compared to the state-of-the-art actor-critic and Advanced Asynchronous Actor-Critic (A3C) algorithms both of which take more than 1000 episodes for learning the same task, showing the effectiveness of our proposed model.","PeriodicalId":343177,"journal":{"name":"2021 8th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116723894","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

Design of Dual Band Comb Shaped Patch Antenna with Strip Defected Ground for Wireless Communications 无线通信带缺陷地双频梳状贴片天线的设计

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566088

G. Ganesh

引用次数: 1

Recurrent Neural Network Based Cognitive Ability Analysis In Mental Arithmetic Task Using Electroencephalogram 基于递归神经网络的心算任务认知能力脑电图分析

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566099

Ahona Ghosh, Sripama Saha

{"title":"Recurrent Neural Network Based Cognitive Ability Analysis In Mental Arithmetic Task Using Electroencephalogram","authors":"Ahona Ghosh, Sripama Saha","doi":"10.1109/SPIN52536.2021.9566099","DOIUrl":"https://doi.org/10.1109/SPIN52536.2021.9566099","url":null,"abstract":"With the rapid increase in the application areas of Machine Learning and the requirement of cognitive ability detection, the use of Electroencephalogram has become a very effective tool to detect and record electrical activities in our brain. The visual inspection of the conventional methods of neurology can be a bit time consuming and affected by artifacts, which lead to inconsistent results later. The novelty in this idea behind cognitive ability analysis using mental arithmetic tasks lies here. In this paper, after collecting EEG data during mental arithmetic tasks performed by forty subjects, we have extracted features using a novel combination of power spectral density and correntropy spectral density method. The identification of cognitive ability using recurrent neural network has been carried out by classifying the subjects into two classes, i.e., good calculator and bad calculator. The bad calculators get asked to practice more for improving their performance in the next trial. The proposed approach outperforms the existing ones in the concerned domain in terms of its performance and it is well suited as it is flexible for all and the privacy of the user is also maintained.","PeriodicalId":343177,"journal":{"name":"2021 8th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134519564","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: 1

A Quantitative Comparison of Image Classification Models under Adversarial Attacks and Defenses 对抗性攻击与防御下图像分类模型的定量比较

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9565948

Kartikeya Khullar, Sarthak Kathuria, Nishant Chahar, Prince Gupta, Preeti Kaur

引用次数: 0

A Novel Low Power Design of Brent Kung Adder Having Fault Tolerant Capability 一种具有容错能力的新型低功耗Brent Kung加法器设计

2021 8th International Conference on Signal Processing and Integrated Networks (SPIN) Pub Date : 2021-08-26 DOI: 10.1109/SPIN52536.2021.9566135

Sumit Pahuja, Gurjit Kaur

{"title":"A Novel Low Power Design of Brent Kung Adder Having Fault Tolerant Capability","authors":"Sumit Pahuja, Gurjit Kaur","doi":"10.1109/SPIN52536.2021.9566135","DOIUrl":"https://doi.org/10.1109/SPIN52536.2021.9566135","url":null,"abstract":"In today’s technology, Parallel Prefix Adders is widely used in VLSI to get higher delay performance. The demand for adders that use reversible logic gates is growing every day as technology advances. However, since reversible logic gates have no information loss, reversible circuits consume less heat than conventional circuits. Reversible logic gates along with extra characteristics that input parity and output parity are equal is termed as PPRLG (parity preserving reversible logic gates). This characteristic allows any device to function normally even if any intermediary nodes fail. The Brent-Kung adder offers a faster response time as compared to many adders. As a consequence, designing an extremely fast, fault-tolerable, and low-power adder immediately results in increased device speed for quicker computing purposes, so Brent Kung adder with the help of PPRLG is presented in our work. The suggested Adder implementation is done using Verilog programming language in the Xilinx software with version 14.7. For the purpose of demonstration of its quality, presented Parity Preserving Reversible Adder, including many sub-parts, we used a number of parameters like Quantum-Cost, CI, GC, and Unused Output, including the schematic (Register Transfer Level) of the Brent-Kung Adder and its sub-parts. So yet, no Brent-Kung adder circuit employing Reversible Logic Gates with Fault-Tolerant capabilities has been suggested, to the best of our knowledge.","PeriodicalId":343177,"journal":{"name":"2021 8th International Conference on Signal Processing and Integrated Networks (SPIN)","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115555233","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: 0