{"title":"Splitting bits for lossless compression of microarray images","authors":"B. Koc, Z. Arnavut, D. Sarkar, H. Kocak","doi":"10.1109/HONET.2017.8102221","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102221","url":null,"abstract":"In an earlier publication we reported on the effectiveness of the Burrows-Wheeler transformation followed by inversion coder (BWIC) in the lossless compression of DNA microarray images where we obtained gains of average 6.5% over generic image compressors. In this work, we propose an enhancement of our previous technique by exploiting the bit distribution of images. Using a simple statistical test, we first decide if it will be gainful to split a 16-bit microarray image into two 8-bit images. In case of splitting, it turns out that the first 8-bit image is highly compressible and we use BWIC to compress it. The second 8-bit image most often contains noise and the bit distribution can become nearly random. We use the Wald-Wolfowitz runs test of randomness to decide whether to compress the second 8-bit image with BWIC or not at all since attempting to compress random data usually results in a larger file size. On select microarray images, by splitting a 16-bit microarray image into 8-bit pieces and selectively compressing the pieces with BWIC, we can achieve upward of 3% compression gain over our previous work.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"95 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128871121","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}
{"title":"A multi-objective evolutionary solution to improve the quality of life in smart cities","authors":"M. Jarrah, Farah Al-Shrida","doi":"10.1109/HONET.2017.8102217","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102217","url":null,"abstract":"In this paper, we investigate the joint optimization of different smart grid components. Unlike most of previous works that optimize only one objective function, this paper proposes a multi-objective optimization solution that includes the energy cost, users' comfort level, and the lifetime of storage devices. Our solution is based on the Multi-Objective Evolutionary Algorithm (MOEA) framework. Experimental results, based on Reference Energy Disaggregation Data Set (REDD) representing real power demand from different houses, show that our solution provides energy saving by up to 46% while keeping the comfort level above 70% and the lifetime of storage devices above 8 years by reducing the number of charging/discharging cycles.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126219022","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}
{"title":"Optimal sizing and allocation of DGs for real power loss reduction and voltage profile improvement in radial L.V networks","authors":"Maher M. A. Al-Maghalseh, Sari Odeh, Aws Saleh","doi":"10.1109/HONET.2017.8102213","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102213","url":null,"abstract":"The power produced from renewable Distributed Generators (DGs) units close to load centers increases system reliability, reduces losses, improves voltage profile as well as reduces fossil fuel consumption, which reduces the harm done to the environment. Achieving such benefits requires the careful selection of DGs locations and size. In this paper, a method based on a novel analytical approach for optimal allocation (sizing and siting) of DGs with the aim of reducing the total real power loss subject to specific assigned constraints in the radial distribution network is introduced. A computational method has been utilized to identify the optimal candidate locations for DGs, where the optimal sizes of DG units at the identified locations are evaluated by optimizing the loss saving equations, as well as the voltage drop on feeder. The proposed method has been tested and validated on a radial feeder in the Bethlehem district in the Jerusalem Distribution Electricity Company (JDECO) concession area. The test system consists of seven nodes and eleven 0.4 KV-buses and feeds five household loads. It has been found that a significant loss saving, as well as voltage profile improvement can be obtained by the appropriate selection of size and location of the DG units within the tested system using the proposed analytical method. The design has been simulated and verified using the NEPLAN simulator.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117152738","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}
{"title":"An authentication scheme for wireless healthcare monitoring sensor network","authors":"H. E. Zouka","doi":"10.1109/HONET.2017.8102205","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102205","url":null,"abstract":"In this paper, a user-authentication scheme that is designed to ensure privacy and security of health-information exchange in cloud computing is proposed. The proposed system will allow health care centers and doctors to securely and efficiently monitor patients' health at their homes using secure integration of medical devices and healthcare systems such as: body sensor networks, wearable devices, and the Internet of Things. The incremental patient data will be captured in real time and sent to the cloud/data center asynchronously to be analyzed and stored. Cloud based medical advice, then, can be provided to ensure accessibility of patient's data from anywhere and via almost any computing devices. The system will also be able to follow the progress of patient's recovery and determine if further care is necessary. In this system, the mobile communication is authenticated and stored in an encrypted database that is isolated from the Internet. The information security service will be provided by highly trusted cloud network that allows exchanging and sharing sensitive medical information.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"170 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122409350","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}
{"title":"Benefits of SDN for Big data applications","authors":"M. Alqarni","doi":"10.1109/HONET.2017.8102206","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102206","url":null,"abstract":"Big data applications depend on underlying networks that make the transfer of information possible. These networks may be real (conventional) or virtual (in case of services hosted in data centers). Either way, the responsibility of smooth execution of the application, despite increasing traffic volume, lies with the service provider. The service providers face many challenges with respect to providing a high quality of service. It is therefore in the best interest of the service providers that efficiency of the applications is increased. SDN has the potential to improve big data application performance. In this paper we have a look at the recent advancements in technology that helps improve big data applications using SDN and discuss our observations.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129315591","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}
{"title":"On the effectiveness of optimally sizing an inverter in a grid-connected photovoltaic power system","authors":"T. Khatib, A. Yasin, A. Mohammad, I. A. Ibrahim","doi":"10.1109/HONET.2017.8102220","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102220","url":null,"abstract":"This paper presents a simple iterative method for optimally sizing an inverter in a grid-connected photovoltaic (PV) system. Hourly solar radiation and ambient temperature data are used in this work for developing the models of grid-connected PV system. The results show that for the adapted case, the optimum inverter size ratio is 1.66 whereas the maximum efficiency reaches with this sizing ratio is 95.16%. Moreover, a comparison study is carried out between a conventionally sized inverter, with a capacity equals to the PV array capacity, and an optimized inverter. Based on that, the results show that the total energy produced from second case is higher than the first. Finally, the annual yield factor for optimum sizing system is higher than the conventionally sized system. This proves that the optimized PV inverter has better performance.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134524439","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}
{"title":"Law as a service (LaaS): Enabling legal protection over a blockchain network","authors":"M. Wasim, A. A. Ibrahim, P. Bouvry, Tadas Limba","doi":"10.1109/HONET.2017.8102214","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102214","url":null,"abstract":"Breaches in online contracts (Service Level Agreements, SLAs) are usually compensated by gift vouchers at present, however as the online contracts emerge towards smart contracts, the breaches could potentially lead to court injunctions over blockchains. This research proposes Probability based Factor Model (PFM) that can be implemented over the blockchain to automatically identify breaches that can cause substantial damage and have high probability for recurrence. PFM can also issue court injunctions for the breaches. The underlying concept in PFM is built upon the notion of factor analysis and stochastic modeling from the discipline of Data Science. High performance computing (HPC) cluster at University of Luxembourg (HPC @ Uni.lu) and docker (a software container platform) were used to emulate contractual environment of three service providers: Redis, MongoDB, and Memcached Servers. The results showed that court injunction(s) was issued only for Redis and MongoDB Servers. Technically, this difference could be attributed to the fact that Memcached is simply used for caching and therefore, it is less prone to breach of contract. Whereas, Redis and MongoDB as databases and message brokers are performing more complex operations and are more likely to cause a breach. This research will benefit enterprises that view breach of contract as a limiting factor for implementation of smart contract in cyber-physical system or internet of things.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131660280","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}
A. Makhalfih, Amer Braik, Danah Barakat, Tamer Kahtib
{"title":"PVOpt: A user-friendly software for optimally sizing standalone photovoltaic power systems for Palestine","authors":"A. Makhalfih, Amer Braik, Danah Barakat, Tamer Kahtib","doi":"10.1109/HONET.2017.8102218","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102218","url":null,"abstract":"By the trend of utilizing photovoltaic (PV) systems, especially standalone PV system, in Palestine, the design of such system was carried out mostly using an intuitive method. Putting the intuitive method under the spot reveals a lot of its weaknesses regarding the over or under design results. However, many methods and algorithms were proposed to overcome the drawbacks of the intuitive method. Throughout this paper, we will introduce an algorithm to find the optimal design in terms of size of PV panels and battery block. The new method is mainly based on numerical basis and deals with hourly data of global radiation, demand load and ambient temperature. The proposed method has proved, as demonstrated next, its effectiveness to have results much better than the intuitive one. Such results enable the system to be either less cost system or more suitable and stable one in terms of deficit power. It has proved also the accurate prediction of the system's performance that is hourly performance of system attitude. To utilize the proposed method for stand-alone systems sizing, the method was fostered by Graphical User Interface. Which enables others to use it in order to get more effective results than intuitive method.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123531167","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}
Anoova Guthikonda, E. Al-Shaer, A. Farooq, M. Yasin Akhtar Raja
{"title":"Bio-inspired innovations in cyber security","authors":"Anoova Guthikonda, E. Al-Shaer, A. Farooq, M. Yasin Akhtar Raja","doi":"10.1109/HONET.2017.8102212","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102212","url":null,"abstract":"The 21st century has pioneered a technological revolution like no other, where anyone from the government to international corporations to the public can use smart technology and computers to store personal information and conduct large transfers of money or sensitive information. However, along with the widespread use of such technology come the growing risks of cyber attacks and security breaches that can pose disastrous consequences for the system attacked. Over time, humans and other living creatures have developed various natural forms of protection for survival, and these biological instincts and predispositions can be synthetically replicated and applied to cyber security systems to enhance a system's resilience in the face of an attack.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116566638","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}
{"title":"A network flow approach for simultaneous escape routing in PCB","authors":"Asad Ali, M. Zeeshan, A. Naveed","doi":"10.1109/HONET.2017.8102207","DOIUrl":"https://doi.org/10.1109/HONET.2017.8102207","url":null,"abstract":"Simultaneous Escape Routing (SER) is one of the most difficult problems in the Printed Circuit Boards (PCBs) routing as the pins from inside of two ICs have to be escaped to the boundaries simultaneously. The ever evolving integrated circuits (ICs) manufacturing techniques have made SER even more difficult by increasing the complexity of these ICs to a whole new level. This increase in complexity of ICs has not only increased the number of pins in an IC but has also reduced the size of the package making SER in PCBs a very hectic task. The SER problem has not been addressed by many studies in the literature and mostly, heuristic algorithms have been proposed in order to solve SER problem which fail to achieve 100 percent route-ability. In this work, we employed network flow approach to solve the SER problem using optimization modeling technique. We propose two optimal algorithms that use integer linear program for testing different sizes of grids to check their efficiency. The analysis and results show the improved efficiency of the proposed algorithms in terms of route-ability, time consumption, independence from grid topology & component pin arrangement.","PeriodicalId":334264,"journal":{"name":"2017 14th International Conference on Smart Cities: Improving Quality of Life Using ICT & IoT (HONET-ICT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133942549","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}