Luka Mali

Ljubljana Metropolitan Area
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About

My mantra: "Live in the future, then build what's missing" by Paul Graham. 🌌

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Articles by Luka

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Experience & Education

  • University of Ljubljana

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Volunteer Experience

  • The Things Network Graphic

    Initiator for Ljubljana Community

    The Things Network

    - Present 8 years

    Science and Technology

  • microclimate.network Graphic

    Co-Initiator

    microclimate.network

    - Present 8 years

    Environment

    Microclimate.network is an open platform for microclimate, where you can share and monitor air temperature, relative humidity and air pressure. Based on the real-time measurement we want to offer free valuable insights for all users. The platform will feature real-time insights such as frost risk, heat island potential and heatwave mitigation. In order to expand our network we are giving away a Microclimate sensor to each conference participant. We will show participants how to connect and…

    Microclimate.network is an open platform for microclimate, where you can share and monitor air temperature, relative humidity and air pressure. Based on the real-time measurement we want to offer free valuable insights for all users. The platform will feature real-time insights such as frost risk, heat island potential and heatwave mitigation. In order to expand our network we are giving away a Microclimate sensor to each conference participant. We will show participants how to connect and install the sensor and how to use the microclimate.network open platform.

  • Project Lead - Awarded by the UN Covid Protect Challenge

    Auditus

    - Present 6 years

    Disaster and Humanitarian Relief

    Auditus is a simple yet intriguing solution that makes use of already existing hardware technologies, thus needing only a software platform to bring its functionality to life. The application is developed in the Android native environment, where we used novel approaches of manipulating audio streams, Bluetooth and wired connectivity, and state-of-the-art speech recognition.

    https://devpost.com/software/auditus

  • Founder

    Colibri STEM

    - Present 8 years

    Education

    Colibri STEM is an open source education ecosystem for learning IoT.

    http://colibri.st/

  • Mentor

    MakerLab Ljubljana

    - Present 12 years

    Science and Technology

Patents

  • ABRI STEVENSON POUR CAPTEURS DE MICROCLIMAT DE L’INTERNET DES OBJETS

    Issued BE1032490

    Un abri Stevenson accueille des capteurs de microclimat IdO et inclut une base, un capteur IdO monté sur une surface supérieure de la base, un toit opposé à la base avec un cône s’étendant à partir d’une surface inférieure du toit vers la base et un couvercle fixé à une surface supérieure du toit. Il convient de noter que l’abri Stevenson inclut un ensemble de segments en spirale définis entre la base et le toit. Chacun des segments en spirale inclut un cœur circonférentiel définissant une…

    Un abri Stevenson accueille des capteurs de microclimat IdO et inclut une base, un capteur IdO monté sur une surface supérieure de la base, un toit opposé à la base avec un cône s’étendant à partir d’une surface inférieure du toit vers la base et un couvercle fixé à une surface supérieure du toit. Il convient de noter que l’abri Stevenson inclut un ensemble de segments en spirale définis entre la base et le toit. Chacun des segments en spirale inclut un cœur circonférentiel définissant une ouverture intérieure, des lamelles extérieures inclinées vers le bas s’étendant vers l’extérieur à partir du cadre central circonférentiel, et des lamelles intérieures inclinées vers le bas s’étendant vers l’intérieur à partir du cadre central circonférentiel. En tant que tels, la base, le toit et l’ensemble de segments en spirale définissent une chambre intérieure en spirale dans laquelle le capteur IdO s’étend de façon à favoriser un effet de Coriolis de l’air passant à travers la chambre intérieure en spirale.

    See patent
  • SMART REMINDER FOR DRINKING LIQUIDS AND ITS METHOD OF OPERATION

    Issued WO/2017/180066

    The invention refers to a reminder to drink liquids, primarily water, attachable to any container. The reminder reminds a user by an optical signal at certain time intervals to drink liquid/water from a container. The smart reminder to drink liquids of the invention comprises a two-parts housing accommodating an electronic control circuit with a timer, a motion sensor, an illumination sensor, a temperature sensor, a light indicator, a battery, and optionally a fastening band. The motion sensor…

    The invention refers to a reminder to drink liquids, primarily water, attachable to any container. The reminder reminds a user by an optical signal at certain time intervals to drink liquid/water from a container. The smart reminder to drink liquids of the invention comprises a two-parts housing accommodating an electronic control circuit with a timer, a motion sensor, an illumination sensor, a temperature sensor, a light indicator, a battery, and optionally a fastening band. The motion sensor detects acceleration and movement in x, y and z axes not only of the container, onto which the reminder is attached, but also detects vibrations caused by the user's motion and transferred from a floor onto a table and the container to detect user presence. These detections are transferred from the motion sensor to the control circuit which according to an algorithm adequately activates the logic states of the reminder and consequently the light indicator. The illumination sensor detects ambient light. Data about the quantity of ambient light are transmitted to the electronic control circuit which controls the light indicator intensity accordingly. The temperature sensor measures environmental temperature. Data on environmental temperature are transmitted to the electronic control circuit which uses an algorithm to optimise the time intervals, at which the light indicator will be actuated, according to environmental temperature.

    See patent
  • Method for 4G node frequency selection

    Issued US 8,260,357

    A method for 4G node frequency selection describes a mechanism for automatically selecting the frequency of a newly installed base station, thereby optimizing the throughput per area unit of the newly installed base station in its predefined vicinity area. The method is based on an iterative calculation approach which combines real-world network and base station measurements information with the nominal specifications of the newly installed base station (antenna diagram, output power) and the…

    A method for 4G node frequency selection describes a mechanism for automatically selecting the frequency of a newly installed base station, thereby optimizing the throughput per area unit of the newly installed base station in its predefined vicinity area. The method is based on an iterative calculation approach which combines real-world network and base station measurements information with the nominal specifications of the newly installed base station (antenna diagram, output power) and the location and direction thereof.

    Other inventors
    See patent
  • A METHOD FOR COGNITIVE 4G NEIGHBORHOOD SELECTION

    Issued US 12/896,265

    A method for cognitive neighbor selection in 4G networks describes a mechanism for automatic self-learning selection of neighboring base stations for the purpose of providing seamless handoffs in a dense deployment of pico and macro base stations. When a 4G network is modified by adding new base stations, the optimum handoff thresholds and advertised base station neighbors are automatically recalculated in a manner that reduces the number of unnecessary handoffs in a dense network with large…

    A method for cognitive neighbor selection in 4G networks describes a mechanism for automatic self-learning selection of neighboring base stations for the purpose of providing seamless handoffs in a dense deployment of pico and macro base stations. When a 4G network is modified by adding new base stations, the optimum handoff thresholds and advertised base station neighbors are automatically recalculated in a manner that reduces the number of unnecessary handoffs in a dense network with large number of pico and macro base stations.

    Other inventors
    See patent
  • Method for Congestion Avoidance in 4G Networks

    Filed US 12/882,333

    This invention aims to avoid and resolve congestions in wireless 4G networks. The method is based on a central self-organizing network (SON) server, which dynamically changes neighbor lists on congested base station and on all base stations in vicinity. The procedure is triggered by measuring relative committed traffic rate and air interface utilization of the base station. When base station enters into congested state, it notifies the SON server. The SON server creates new neighbor lists for…

    This invention aims to avoid and resolve congestions in wireless 4G networks. The method is based on a central self-organizing network (SON) server, which dynamically changes neighbor lists on congested base station and on all base stations in vicinity. The procedure is triggered by measuring relative committed traffic rate and air interface utilization of the base station. When base station enters into congested state, it notifies the SON server. The SON server creates new neighbor lists for all base stations in the vicinity and removes the congested base station from these lists. With new neighbor lists propagated to mobile stations, the latter won't scan and initiate handovers to the congested base station. The SON server additionally creates a new dense neighbor list and changes handover triggers settings of the congested base station. The mobile stations consequently find other handover opportunities and connect to different base stations. As the air interface resources are released, the base station leaves the congested state.

    Other inventors
    See patent
  • Method for Self Organizing Network Operation

    Filed US 12/827,965

    The present invention relates to wireless cellular telecommunication networks and, in particular, to control and management of self organizing wireless cellular telecommunication network. A method for network planning and frequency optimization in LTE networks by determining the optimal base station configuration parameters, comprises a base station initialization, an initial base station configuration, an iterative measurement procedure, an optimization process, a verification of operation…

    The present invention relates to wireless cellular telecommunication networks and, in particular, to control and management of self organizing wireless cellular telecommunication network. A method for network planning and frequency optimization in LTE networks by determining the optimal base station configuration parameters, comprises a base station initialization, an initial base station configuration, an iterative measurement procedure, an optimization process, a verification of operation, and a periodical maintenance procedure.

    Other inventors
    See patent
  • Method for congestion avoidance in 4G networks

    US20130343189

    This invention aims to avoid and resolve congestions in wireless 4G networks. The method is based on a central self-organizing network (SON) server, which dynamically changes neighbor lists on congested base station and on all base stations in vicinity. The procedure is triggered by measuring relative committed traffic rate and air interface utilization of the base station. When base station enters into congested state, it notifies the SON server. The SON server creates new neighbor lists for…

    This invention aims to avoid and resolve congestions in wireless 4G networks. The method is based on a central self-organizing network (SON) server, which dynamically changes neighbor lists on congested base station and on all base stations in vicinity. The procedure is triggered by measuring relative committed traffic rate and air interface utilization of the base station. When base station enters into congested state, it notifies the SON server. The SON server creates new neighbor lists for all base stations in the vicinity and removes the congested base station from these lists. With new neighbor lists propagated to mobile stations, the latter won't scan and initiate handovers to the congested base station. The SON server additionally creates a new dense neighbor list and changes handover triggers settings of the congested base station. The mobile stations consequently find other handover opportunities and connect to different base stations. As the air interface resources are released, the base station leaves the congested state.

    See patent

Projects

  • MER - Modelling Educational Robot

    - Present

    The project "Modelling educational robot" is meeting the necessity of the 21st Digital Century Society to implement as much as possible in the regular and open curriculum the subject programming and robotics. Robotics helps address the growing demand for teaching science, technology, engineering and maths in schools. By exemplifying technology directly by programming the robot, students also learn about science, engineering, and maths and get an understanding of how these subjects link…

    The project "Modelling educational robot" is meeting the necessity of the 21st Digital Century Society to implement as much as possible in the regular and open curriculum the subject programming and robotics. Robotics helps address the growing demand for teaching science, technology, engineering and maths in schools. By exemplifying technology directly by programming the robot, students also learn about science, engineering, and maths and get an understanding of how these subjects link together. It is enhancing the student's understanding of what machines CAN and CAN'T do, which is also the best way to address student's fears in this area. By programming robots, students can discover if they have the aptitude and interest in the job market of the future, and the truth is, that there’s no doubt that there will be a need for people to be involved in programming mechanical devices in the foreseeable future.

    See project
  • SON (Self Organizing Network) solution for LTE, Wimax and WiFi

    SON (Self Organizing Network) for LTE, WiFi and Wimax technology is developed and integrated with most equipment vendors.

    The solution operating in LTE/WiMAX and WiFi nodes consist of:
    - SON agent, which resides on the LTE/WiMAX/WiFi nodes
    - SON Server/SON agent are used for many network configuration/optimization related tasks in the 4G wireless networks, such as solving inter-cell interference minimization problems, dynamic optimization of network parameters with the aim of…

    SON (Self Organizing Network) for LTE, WiFi and Wimax technology is developed and integrated with most equipment vendors.

    The solution operating in LTE/WiMAX and WiFi nodes consist of:
    - SON agent, which resides on the LTE/WiMAX/WiFi nodes
    - SON Server/SON agent are used for many network configuration/optimization related tasks in the 4G wireless networks, such as solving inter-cell interference minimization problems, dynamic optimization of network parameters with the aim of providing best possible network utilization, handover optimization, self healing in case of node/network failures, load balancing of users, maintaining energy efficient operation etc...

    Other creators
  • Monitoring of Distributed System Processing Application in Waste to Energy Plants - Master's Thesis Tadej Boncelj

    -

    In the evolving environment of distributed systems, the challenge isn't just about processing data, but also ensuring its smooth flow and timely observability. A system's efficiency and reliability consisting of multiple components - from cameras to servers and further down the line custom-made solutions and algorithms - relies heavily on its performance metrics, health status, and anomalies. This becomes especially critical when dealing with containerized systems like Docker, where each…

    In the evolving environment of distributed systems, the challenge isn't just about processing data, but also ensuring its smooth flow and timely observability. A system's efficiency and reliability consisting of multiple components - from cameras to servers and further down the line custom-made solutions and algorithms - relies heavily on its performance metrics, health status, and anomalies. This becomes especially critical when dealing with containerized systems like Docker, where each component plays a role.

    This MSc Thesis focuses on the implementation and analysis of an integrated monitoring and observability solution using Kibana, aided by Filebeat and Heartbeat components, all encapsulated within Docker containers. Such a solution allows real-time and historical insights into each component of the system, ensuring its robustness and quicker resolution of potential issues.

    The research seeks to understand the indicate the nature of system monitoring, its best practices, and the benefits of integrating observability tools in complex architectures. The aim is not just to detect issues but to predict and prevent them in advance, thus ensuring a smooth, uninterrupted data flow from source to sink. Through an automated approach, coupled with expert oversight, this research contributes to enhancing the reliability and efficiency of distributed systems.

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