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September 2018

Structural reconstruction of scale-free networks

20 September, 2018 @ 2:00 pm - 3:00 pm
Robert Bosch Centre for Cyber-Physical Systems, Robert Bosch Centre for Cyber-Physical Systems, 3rd Floor, Entrepreneurship Centre, Indian Institute of Science
Bangalore, 560012 India
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In this work we propose a parametric network model for generation of complex networks that can inherit statistical properties of real networks. The model is based on different growth processes that are observed in different social contexts, for example, preferential attachment, random attachment with local growth. Further, the parametric model approach for generation of networks is extended and employed into solving the problem of structural reconstruction of real scale-free networks. In this attempt, a 2-parameter network generation model, called Network-Reconstruction-Model…

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October 2018

On the two-way benefit of Earth Observation by satellite and smart systems

11 October, 2018 @ 1:00 pm - 2:00 pm
Robert Bosch Centre for Cyber-Physical Systems, Robert Bosch Centre for Cyber-Physical Systems, 3rd Floor, Entrepreneurship Centre, Indian Institute of Science
Bangalore, 560012 India

Smart systems are expected to revolutionize many - if not all - sectors of human activities during the Anthropocene. These systems are highly driven by information in the large sense of the term. Information is manipulated in a variety of forms (data cubes, NoSQL, Hadoop…). It is analyzed using advanced analytics (machine learning, deep learning… ). In this presentation, Dr. Al Bitar will aboard the question of the place of remote sensing from space in smart systems. Naturally, remote sensing…

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Using IoT and embedded deep learning for creating dynamic HD maps

12 October, 2018 @ 2:00 pm - 3:00 pm
Robert Bosch Centre for Cyber-Physical Systems, Robert Bosch Centre for Cyber-Physical Systems, 3rd Floor, Entrepreneurship Centre, Indian Institute of Science
Bangalore, 560012 India

Autonomous vehicles require highly accurate maps to function properly. These maps provide contextual awareness and complement the information the vehicle receives from its sensors. These maps need to be dynamically updated to reflect changing road conditions such as accidents and construction zones. Traditional methods have relied on driving around special purpose vehicles equipped with expensive Lidar based sensors. These methods are very expensive and simply not scalable to support frequent updates of a large geographic region. Moreover, in many situations…

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December 2018

Game-theoretic impacts of human decision-making on the robustness of shared resource systems

13 December, 2018 @ 11:30 am - 12:30 pm
Golden Jubilee Hall, Department of Electrical Communication Engineering, Indian Institute of Sceince
Bangalore, 560012 India

The robustness and security of socio-cyber-physical systems depend critically on the way they are utilized by human decision-makers. While the framework of expected utility theory has traditionally been used to model decision-making under uncertainty, studies in behavioral psychology and economics have shown that the decisions made by humans under uncertainty consistently deviate from those predicted by such classical models. In this talk, we focus on understanding the impacts of human decision-making (captured by Prospect Theory) on the robustness of a shared resource in a game-theoretic framework. In our…

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January 2019

Physical unclonable functions for hardware-assisted efficient security in IoT

2 January @ 4:00 pm - 5:00 pm
Robert Bosch Centre for Cyber-Physical Systems, Robert Bosch Centre for Cyber-Physical Systems, 3rd Floor, Entrepreneurship Centre, Indian Institute of Science
Bangalore, 560012 India

The Internet of Things (IoT) is currently a focus of research. With the advancement of technology and high-performance devices getting smaller by the day, developing new modules for the IoT has never been easier. Using the communication capabilities of small IoT devices, many new applications are being developed every day. But connectivity of the “things” has opened many vulnerabilities to be taken advantage of by the attackers and gain access to the system. There were already many instances where different…

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March 2019

Carve your data for adaptive inference, don’t split it

21 March @ 4:00 pm - 5:00 pm
Robert Bosch Centre for Cyber-Physical Systems, Robert Bosch Centre for Cyber-Physical Systems, 3rd Floor, Entrepreneurship Centre, Indian Institute of Science
Bangalore, 560012 India

Any meaningful statistical problem consists of a model and a set of matching parameters for which decisions are required. In the classical, "textbook" paradigm, the model and this set of target parameters are assumed to be chosen independently of the data subsequently used for statistical inference (e.g., estimating the parameters). In practice, however, more often than not, data analysts examine some aspect of the data before deciding on a model and/or the target parameters. For example, in fitting multiple linear…

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July 2019

3rd Cyber-Physical Systems Symposium (CyPhySS 2019)

15 July - 16 July
Faculty Hall, Main Building, Indian Institute of Science
Bangalore, 560012 India
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CyPhySS is a single track symposium aimed at bringing together leading researchers and industry experts to share the recent advancements and the upcoming challenges in the area of Cyber Physical Systems (CPS), with a special focus on the following areas: Robotics, drones, autonomous vehicles, and CPS in socio-technological systems. The symposium invites students, researchers and the industry experts to attend the talks and poster/demo session which will be held on 15 and 16 July 2019 at the Indian Institute of…

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October 2019

Decentralized decision making with strategic users.

9 October @ 1:00 pm - 2:00 pm
Robert Bosch Centre for Cyber-Physical Systems, Robert Bosch Centre for Cyber-Physical Systems, 3rd Floor, Entrepreneurship Centre, Indian Institute of Science
Bangalore, 560012 India

Many real-world dynamic decision-making problems consist of multiple decision-makers with asymmetric information. Some examples include Markets, social learning, traffic management, autonomous vehicles, cyber-physical systems, internet of things and many more. In these systems, there are multiple decision-makers (DMs) who make some common and private observations of the 'state' of the systems with the goal to minimize their own cost (dynamic games) or total cost incurred by everybody (dynamic teams). In this talk, I will present a general sequential decomposition framework…

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November 2019

An optimization approach to drift detection and clustering in time-series.

26 November @ 4:00 pm - 5:00 pm
Robert Bosch Centre for Cyber-Physical Systems, Robert Bosch Centre for Cyber-Physical Systems, 3rd Floor, Entrepreneurship Centre, Indian Institute of Science
Bangalore, 560012 India

Speaker: Alexandre Reiffers Date: 26/11/2019 Venue: Seminar Hall, RBCCPS Abstract: Recent developments in low-cost sensors, wireless network communication, and computational tools have paved the way for applications like monitoring with the high spatial and temporal resolution for example in the context of air quality. However, the reduced quality of sensing units necessitates robust drift detection and calibration schemes. The few existing methods are variants of outlier detection algorithms. We presented an optimization-based clustering algorithm that first smooths the data and then…

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December 2019

Pune Urban Data Exchange (PUDX) Datathon

13 December @ 9:00 am - 5:00 pm
Pune Smart City operation Centre, PUNE

The PUDX Datathon is being organized jointly by Indian Institute of Science , IISc-Robert Bosch Centre for Cyber Physical Systems (RBCCPS) and IISc-Cisco Centre for Networked Intelligence (CNI), Pune Smart City Development Corporation (PSCDCL) with support from Smart Cities Mission, Ministry of Housing and Urban Affairs (MoHUA). The goal of the Datathon is to develop innovative solutions based on India Urban Data Exchange (IUDX), an open source data exchange platform aimed at enabling cities to harness full potential of the enormous data being generated in our smart cities. In particular, the Datathon will be based on PUDX (Pune Urban Data Exchange) which is an instance of IUDX for Pune Smart City. The IUDX envisages the following stake holders for collaboration –…

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