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HAYASHI Masahiro

Profile Research field Research achievement Educational achievement Social contribution achievement

 

Published Papers  
No.TitleJournalVolNoStart PageEnd PagePublication dateDOIReferee
1An Improvement of Secret Computation for Network Reliability Evaluation without Revealing Topology The Journal of Reliabiity Engineering Associatioin of Japan 46 89 103 Mar. 2024  Refereed 
2A New Approach for Efficient Computation of Birnbaum Importance Masahiro HAYASHI J107-A 31 42 Mar. 2024 https://doi.org/10.14923/transfunj.2022JAP10331Refereed 
3Failure criticalitiy importance analysis in the steady-state condition The Journal of Reliabiity Engineering Associatioin of Japan 45 243 255 Jul. 2023  Refereed 
4Optimization Problem and Its Solutions for Communications Networks with Reliability Constraint, Considering Traffic-Paths J106-A 158 170 Apr. 2023 https://doi.org/10.14923/transfunj.2022JAP10191Refereed 
5A New Aproach to Evaluate Joint Reliability Importance Reliability Engineering Association of Japan 44 313 325 Sep. 2022  Refereed 
6Measure and Procedure to Evaluate the Effect of Assigning Shares to Communication Network Domains under Secret Sharing Scheme Reliability Engineering Association of Japan 44 155 166 May. 2022  Refereed 
7Analysis and Improvement of the Security Strength of a Secure Computation for Polynomial IEEJ Transactions on Electronics, Information and Systems 142 478 490 Apr. 1, 2022 https://doi.org/10.1541/ieejeiss.142.4781Refereed 
8Overall Reliability for Model of Communications Networks Considering Traffic Paths Reliability Engineering Association of Japan 43 247 260 Jul. 2021  Refereed 
9Effect of Failures on Stock Price of Telecommunication Service Providers IEICE Transactions on Communications E104-B 829 836 Jul. 2021 https://doi.org/10.1587/transcom.2020cqp00121Refereed 
10Reliability Importance Analysis Based on Mean Number of Failures of System Vol. J104-A 95 105 Mar. 2021 https://doi.org/10.14923/transfunj.2020JAP10091Refereed 
11A New Method to Evaluate Flow Classified One-to-All Reliability J100-A 10 374 383 Oct. 2017  Refereed 
12A Faster Method for Exactly Evaluating One-to-all Reliabilities of Telecommunications Networks IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING 12 420 427 May. 2017 https://doi.org/10.1002/tee.223931Refereed 
13A Study on Reliability Measure and Evaluation Methods for Telecommunications Networks in Developing Countries J99-A 374 386 Sep. 2016  Refereed 
14A new method of approximation for computing system-failure frequency Journal of the Operations Research Society of Japan 59 258 268 2016 https://doi.org/10.15807/jorsj.59.2581Refereed 
15Evaluating Reliability of Telecommunications Networks with Traffic Path Restriction Transactions of the Institute of Electronics, Information and Communication Engineers A J94-A 629 638 Oct. 2011  Refereed 
16Efficient Reliability Approximation Method for Traffic-Path-Based Network IEEE TRANSACTIONS ON RELIABILITY 60 460 469 Jun. 2011 https://doi.org/10.1109/TR.2011.21357101Refereed 
17Evaluating reliability of telecommunications networks using traffic path information IEEE TRANSACTIONS ON RELIABILITY 57 283 294 Jun. 2008 https://doi.org/10.1109/TR.2008.9208701Refereed 
18Transformation from availability expression to failure frequency expression IEEE TRANSACTIONS ON RELIABILITY 55 252 261 Jun. 2006 https://doi.org/10.1109/TR.2006.8749171Refereed 
19ATTRIBUTION ANALYSIS OF RELIABILITY AND PROPOSAL OF SYSTEMS : Reliability evaluation method for air-conditioning systems with co-generation system Part 2 Journal of Environmental Engineering (Transactions of AIJ) No.584 53 59 2004 https://doi.org/10.3130/aije.69.53_61Refereed 
20RELIABILITY EVALUATION METHOD AND FUNDAMENTAL CHARACTERISTICS : Reliability evaluation method for air-conditioning systems with co-generation system Part 1 Journal of Architecture and Planning (Transactions of AIJ) No.546 63 70 2003 https://doi.org/10.3130/aija.68.63_11Refereed 
21A Software Tool to Support the Reliability Design and Evaluation of Telecommunication Networks IEEE Journal on Selected Areas in Communications 12 345 354 1994 https://doi.org/10.1109/49.2728851Refereed 
22GRAPH REWRITING-SYSTEMS AND THEIR APPLICATION TO NETWORK RELIABILITY-ANALYSIS IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS E76D 154 162 Feb. 1993  Refereed 
23System Failure-Frequency Analysis Using a Differential Operator IEEE Transactions on Reliability Vol.40 No.5 601 609 Jan. 1, 1991 https://doi.org/10.1109/24.1067841Refereed 

 

MISC  
No.TitleJournalVolNoStart PageEnd PagePublication date
1k-th Order Joint Availability Importance 2023 7th International Conference on System Reliability and Safety R1S14-A Nov. 2023 
2Topological secret sharing scheme International Conference on IP/IoT_&_Processing + Optical Network T1-1 May. 2023 
3An extension of secure computation over the real number to computations including divisions International Conference on IP/IoT_&_Processing + Optical Network T1-2 May. 2023 
4Analysis Methodology for Wide Area Damages in Communications Networks The Journal of Reliability Engineering Association of Japan 45 137 144 May. 2023 
5A new high-speed method to compute k-th order joint reliability importance International Conference on IP/IoT_&_Processing + Optical Network T2-2 May. 2023 
6A study of rounding error in computing network reliability International Conference on IP/IoT_&_Processing + Optical Network T2-1 May. 2023 
7Reliability importance Analysis as for frequency of long service outages Internatial Conference on System Reliability and Safety (ICSRS) 2022 R0S8-A Nov. 2022 
8Improvement of the Algorithm to Evaluate Security Strength of Share Assignment on Communication Network in SSS 2022 27th Asia Pacific Conference on Communications (APCC) 120 125 Oct. 19, 2022 
9Joint Availability Importance on Markov Model 2022 27th Asia Pacific Conference on Communications (APCC) 466 471 Oct. 19, 2022 
10Improved Solution of Topology Concealment Problem in Computing Network Reliability 2022 27th Asia Pacific Conference on Communications (APCC) 554 559 Oct. 19, 2022 
11End-to-end Method to Evaluate One-to-all Reliabilities of Telecommunications Networks APNOMS Sep. 2022 
12Secret Computation Used in Reliablity Engineering Reliability Engineering Association of Japan 44 129 134 May. 2022 
13A New Approach for Efficient Computation of Marginal Reliability Importance 2022 18th International Conference on the Design of Reliable Communication Networks (DRCN) Mar. 28, 2022 
14Optimization of traffic path assignment with reliabiity constraints Proceeding of International Conference on Emerging Technologies for Communications C3-1 Dec. 2021 
15A new study on cascading failures in power networks Proceding of International Conference on Emerging Technologies for Communications C1-1 Dec. 2021 
16Failure Criticality Importance Analysis in the Steady State Condition Proceding of International Conference on System reliability and safety 2021 124 130 Nov. 2021 
17Extended Matrix Approach for High Order Partial Differential Calculus and Its Application to Reliability Engineering Proceding of International Conference on System Reliability and Safety R036-A Nov. 2021 
18A study of cascading failure on power network D4-2 Dec. 2020 
19Improving the Security Strength of Iseki’s Fully Homomorphic Encryption International Technical Conference on Circuits/Systems, Computers and Communications 2020 299 304 Jul. 2020 
20Extended matrix approach for partial differential calculus and its application to reliability Engineering 2020 78 83 Jul. 2020 
21Framework; Solution for Assigning;Shares to Communication Network;Domains under Secret Sharing Scheme International Technical Conference on Circuits/Systems, Computers and Communications 2020 330 335 Jul. 2020 
22Extended Matrix Approach for Differential Calculus and Its Application to Reliability Engineering International Conference on System Reliability and Safety 2019 533 538 Nov. 2019 
23BDD Method for Evaluating Reliability of Traffic-Path-Based Network Model Asia-Pacific Network Operations and Management Symposium (APNOMS) 2019 Sep. 2019 
24Survival traffic ratio analysis for cascading failure in interdependent networks Asia-Pacific Network Operations and Management Symposium (APNOMS) 2019 INSPEC Accession Number: 19134659 Sep. 2019 
25Improved secure computation over real numbers and its application to reliability engineering Asia-Pacific Network Operations and Management Symposium (APNOMS) INSPEC Accession Number: 19134631 Sep. 2019 
26Transformation from availability expression to time-specific failure/success frequency expressions International Conference on System Reliability and Safety 2018 162 167 Nov. 2018 
27An Energy Efficient Data Collection Scheme in Wireless Sensor Networks with a Mobile Sink 117 159 75 79 Jul. 27, 2017 
28A new approximation method to evaluate system reliability IEEE Workshop on Local and Metropolitan Area Networks INSPEC Accession Number: 17017304 Jul. 2017 
29Analysis of area-to-area cascading failure rate for telecommunications networks IEEE Workshop on Local and Metropolitan Area Networks INSPEC Accession Number: 17014619 Jul. 2017 
30A new approach for executing differential calculus and application to failure rate analysis 2017 Annual Reliability and Maintainability Symposium (RAMS) INSPEC Accession Number: 16776181 Jan. 2017 
31A new method to evaluate flow classified one-to-all reliability 2016 18th Asia-Pacific Network Operations and Management Symposium (APNOMS) NSPEC Accession Number: 16463588 Oct. 2016 
32A New Matrix Approach for Differential Calculus and Its Application to Reliability Engineering 116 161 61 66 Jul. 26, 2016 
33Analysis of Cascading Failure Rate for Telecommunications Networks International Technical Conference on Circuits/Systems, Computers and Communications 31 427 430 Jul. 2016 
34A New Approach to Solve the Partitioning Problem to Realize Highly Reliable Telecommunicaitons Networks International Technical Conference on Circuits/Systems, Computers and Communications Technical Program 31 427 430 Jul. 2016 
35Technological Contemporaneity and Civilization Vicissitudes Comparative Civilization 32 32 183 201 2016 
36A factoring algorithm for solving the problem of partitioning core networks Proceedings of the 2015 2nd International Conference on Information and Communication Technologies for Disaster Management, ICT-DM 2015 2015 246 251 Feb. 2015 
37A High-Speed Method for Evaluating One-to-all Reliablity Asia-Pacific Network Operations and Management Symposium (APNOMS) 16 Sep. 2014 
38A new method of approximatin for computing failure frequecy of system 2014 International Conference on Information Science, Electronics and Electrical Engineering INSPEC Accession Number: 14715045 Apr. 2014 
39A Study of Evaluating the Impacts of Cascading Failures in Telecommunicatios Networks Asia-Pacific Network Operations and Management Symposium (APNOMS) 15 I3-4-116140 Sep. 2013 
40A study on network reliability evaluation for developing countries 2012 18th Asia-Pacific Conference on Communications (APCC) 2012 749 753 Oct. 2012 
41Approximation method for evaluating frequency of long service outages in telecommunications networks 2012 IEEE International Workshop Technical Committee on Communications Quality and Reliability (CQR) 2012 INSPEC Accession Number: 14715045 May. 2012 
42Carthage and Japan No.25 186 200 2012 
43Effects of Reliability Measures on Market Share IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES E94A 10 2043 2047 Oct. 2011 
44A-1-41 An Approximation Method for Computing Failure Frequencies of Telecommunications Networks Proceedings of the IEICE General Conference 2011 41 41 Feb. 28, 2011 
45A-1-12 Evaluating Reliability of Networks with Restrictions of Traffic Paths Proceedings of the Society Conference of IEICE 2009 12 12 Sep. 1, 2009 
46Effects of Reliability Measures on Market Share International CQR Workshop Apr. 2008 
47An Approximation Method for Evaluating Reliability of Telecommunications Networks IEICE technical report 107 230 119 124 Sep. 20, 2007 
48An approximation method for evaluating reliability of telecommunications networks ITE technical report 31 42 119 124 Sep. 2007 
49Approximations to Compute Failure Frequency of Telecommunications Networks Technical report of IEICE. CQ 105 179 13 18 Jul. 7, 2005 
50Algorithm Transformation from Availability to Failure Frequency Technical report of IEICE. CQ 104 187 12 Jul. 8, 2004 
51An efficient factoring algorithm for computing the failure-frequencies of telecommunications networks Annual Symposium Reliability and Maintainability, 2004 - RAMS 2004 INSPEC Accession Number: 8096131 115 Apr. 2004 
52An Efficient Factoring Algorithm for Computing the Failure-Frequency of Telecommunications Networks Technical report of IEICE. CQ 103 177 12 Jul. 3, 2003 
53Evaluation of post-disaster restoration policies for telecommunication services Proceedings of NOMS '96 - IEEE Network Operations and Management Symposium 1996 248 257 Apr. 1996 
54A Study of fast restoration strategies for telecommunication networks after disasters Proceedings of the Society Conference of IEICE 1995 127 127 Sep. 5, 1995 
55Evaluation Technique of Long Time Outages in a Network. Proceedings of the IEICE General Conference 1995 700 701 Mar. 27, 1995 
56Estimating the Restoration Speed of Telecommunication Networks After Disasters Proceedings of NOMS '94 - IEEE Network Operations and Management Symposium 1994 298 308 Feb. 1994 
57Estimation of Telecommunication Network Reliability when Simulating Disaster New Directions in Simulation for Manufacturing and Communications 1994 298 308 1994 
58AVAILABILITY RELIABILITY-DESIGN AND EVALUATION SYSTEM FOR NETWORK (ARDES-NET) NTT REVIEW 76 80 Nov. 1991 
59Nework Reliability Analysis Using Dual Graph Electronics and Communications in Japan Vol.74 No.10 72 81 1991 
60Reliability Design and Evaluation of Telecommunications Networks QAMC Techinical Session 4 1991 
61Graph rewriting systems and their application to network reliability analysis Graph-Theoretic Concepts in Computer Science 91 36 47 1991 
62Availability-Reliability Design and Evaluation System for Network design Denki Tsushin Kenkyujo kenkyu jitsuyoka hokoku 38 No.3 307 317 Dec. 1, 1989 
63Topological secret sharing scheme International Conference on IP/IoT_&_Processing + Optical Network May. 1901 

 

Conference Activities & Talks  
No.TitleConferencePublication datePromoterVenue
1Topological Secret Sharing Scheme The 2023 IEICE General Conference Mar. 9, 2023 
2An Extension of Secure Computation over Real Number to the Computation Using Division The 2023 IEICE General Conference Mar. 9, 2023 
3A New Approach for Efficient Computation of Marginal Reliability Importance Conference on the Design of Reliable Communication Networks (DRCN)| Mar. 30, 2022 
4Optimization of traffic path assignment with reliability constraints International Conference on Emerging Technologies for Communications Dec. 3, 2021 
5A new study on cascading failures in power networks International Conference on Emerging Technologies for Communications Dec. 2, 2021 
6Extended Matrix Approach for High Order Partial Differential Calculus and Its Application to Reliability Engineering INTERNATIONAL CONFERENCE ON SYSTEM RELIABILITY AND SAFETY Nov. 24, 2021 
7Failure Criticality Importance Analysis in the Steady State Condition International Conference on System Reliability and Safety Nov. 21, 2021 
8Optimization of How to Assign Traffic Paths with Reliability Constraints IEICE General Conference Mar. 11, 2021 
9A New Study about Cascading Failures for Power Networks IEICE General Conference Mar. 9, 2021 
10Analysis of Failure Frequency Improvement for Telecommunications Networks Technical Comittee on Communication Quality Mar. 7, 2021 
11A study of cascading failure on power network International Conference on Emerging Technologies for Communications Dec. 4, 2020 
12New Importance Index and Analysis of System Failure Frequency International Technical Conference on Circuits/Systems, Computers and Communications Jul. 5, 2020 
13Framework;Solution for Assigning;Shares to Communication Network;Domains under Secret Sharing Scheme International Technical Conference on Circuits/Systems, Computers and Communications Jul. 5, 2020 
14Improving the Security Strength of Iseki’s Fully Homomorphic Encryption International Technical Conference on Circuits/Systems, Computers and Communications Jul. 3, 2020 
15Extended Matrix Approach for Partial Differential Calculus and Its Application to Reliability Engineering International Technical Conference on Circuits/Systems, Computers and Communications Jul. 3, 2020 
16Extended Matrix Approach for Differential Calculus and Its Application to Reliability Engineering nternational Conference on System Reliability and Safety Nov. 24, 2019 
17Survival traffic ratio analysis for cascading failure in interdependent networks Asia-Pacific Network Operations and Management Symposium (APNOMS) Sep. 20, 2019 
18Improved secure computation over real numbers and its application to reliability engineering Asia-Pacific Network Operations and Management Symposium (APNOMS) Sep. 19, 2019 
19BDD Method for Evaluating Reliability of Traffic-Path-Based Network Model Asia-Pacific Network Operations and Management Symposium (APNOMS) Sep. 19, 2019 
20Validity of Approximating Reliability of System by Exponential Distribution IEICE Society Conference Sep. 12, 2019 
21Transformation from availability expression to time-specific failure/success frequency expressions International Conference on System Reliability and Safety Nov. 24, 2018 
22A Study of Security Problem on Telecommunications Networks Information Security Sep. 7, 2018 
23A New Method to Approximate System Reliability Technical Comittee on Communication Quality Jul. 20, 2018 
24Cascading Failure Analysis Considering Interaction between Two Networks Technical Comittee on Communication Quality Jul. 19, 2018 
25A Study of Security Problem on Telecommunications Networks IEICE General Conference Mar. 18, 2018 
26A New Approximation Method for Probability of Graph being Connected Technical Comittee on Communication Quality Jan. 19, 2018 
27Analysis of Area-to-area Cascading Failure Rate for Telecommunications Networks Technical Comittee on Communication Quality Jan. 19, 2018 
28A New Method to Evaluate One-to-all Reliability Using Linearity of Expectation IEICE Society Conference Sep. 14, 2017 
29A Matrix Approach to Execute Differential Calculus of Approximated Function Technical Comittee on Communication Quality Aug. 27, 2017 
30An Energy Efficient Date Collection Scheme in Wireless Sensor Networks with a Mobile Sink Technical Comittee on Communication Quality Aug. 27, 2017 
31A New Approach for Executing Differential Calculus and Application to Failure Rate Analysis Summer Joint Reserach Workshop on Reliability: Theorem and Practice Aug. 5, 2017 
32An Energy Efficient Date Collection Scheme in Wireless Sensor Networks with a Mobile Sink Technical Comittee on Communication Quality Jul. 28, 2017 
33Basis of reliability of telecommunications networks Technical Comittee on Communication Quality Jul. 28, 2017 
34A Matrix Approach to Execute Differential Calculus of Approximated Function Technical Comittee on Communication Quality Jul. 27, 2017 
35Analysis of area-to-area cascading failure rate for telecommunications networks IEEE Workshop on Local and Metropolitan Area Networks Jul. 7, 2017 
36A new approximation method to evaluate system reliability IEEE Workshop on Local and Metropolitan Area Networks Jul. 7, 2017 
37A new approach for executing differential calculus and application to failure rate analysis Proceedings - Annual Reliability and Maintainability Symposium Mar. 29, 2017 
38A new method to evaluate flow classified one-to-all reliability 18th Asia-Pacific Network Operations and Management Symposium, APNOMS 2016: Management of Softwarized Infrastructure - Proceedings Nov. 7, 2016 
39A New Matrix Approach for Differential Calculus and Its Application to Reliability Engineering Technical Comittee on Communication Quality Jul. 27, 2016 
40A New Method to Evaluate Flow Classified One-to-all Reliability Technical Comittee on Communication Quality Jul. 27, 2016 
41A New Approach to Solve the Partitioning Problem to Realize Highly Reliable Telecommunicaitons Networks International Technical Conference on Circuits/Systems, Computers and Communications Technical Program Jul. 2016 
42Analysis of Failure Frequency Improvement for Telecommunications Networks Technical Comittee on Communication Quality Mar. 8, 2016 
43A factoring algorithm for solving the problem of partitioning core networks Proceedings of the 2015 2nd International Conference on Information and Communication Technologies for Disaster Management, ICT-DM 2015 Feb. 8, 2015 
44A High-Speed Method for Evaluating One-to-all Reliablity Asia-Pacific Network Operations and Management Symposium (APNOMS) Sep. 2014 
45A study on network reliability design for computer network age Technical Comittee on Communication Quality Jan. 24, 2014 
46A new method of approximatin for computing failure frequecy of system Proceedings - 2014 International Conference on Information Science, Electronics and Electrical Engineering, ISEEE 2014 Jan. 1, 2014 
47A New High Speed Algorithm to Evaluate One-to-all Reliability Technical Committee on Communication Quality 2014 
48Characteristic Analysis of Reliability Measure Rflecting User Satisfaction Technical Comitee on Commounication Quality 2014 
49An Analysis of Cascading Failure Rates for Telecommunications Networks Technical Committee on Commounication Quality 2014 
50Factoring Algorithm for Solving the Problem of Partitioning Core Networks to Achieve Highly Reliable Telecommunications Networks 2014 
51A High-Speed Method for Evaluating One-to-all Reliability 2014 
52A Study of Evaluating the Impacts of Cascading Failures in Telecommunicatios Networks Sep. 2013 
53A Study of Evaluating the Impacts of Cascading Failures in Telecommunications Networks Technical Committee on Communication Quality 2013 
54Time-specific Failure Frequency Analysis for Telecommunications Networks Technical Committee on Communication Quality 2013 
55A study on network reliability evaluation for developing countries APCC 2012 - 18th Asia-Pacific Conference on Communications: "Green and Smart Communications for IT Innovation" Dec. 1, 2012 
56Approximation method for evaluating frequency of long service outages in telecommunications networks 2012 IEEE International Workshop Technical Committee on Communications Quality and Reliability, CQR 2012 Oct. 22, 2012 
57A study on network reliability evaluation for developing countries 2012 18th Asia-Pacific Conference on Communications (APCC) Oct. 2012 IEEE 
58A Study on network reliablity evaluation for developing countries Technical Comittee on Commounication Quality 2011 
59Effects of Reliability Measures on Market Share International CQR Workshop Apr. 2008 
60An Accuracy Examination of Investing Actual QoS Parameters in Networks IEICE General Conference 2006 
61An efficient factoring algorithm for computing the failure-frequencies of telecommunications networks Proceedings of the Annual Reliability and Maintainability Symposium May. 24, 2004 
62Evaluation of post-disaster restoration policies for telecommunication services IEEE Symposium Record on Network Operations and Management Symposium Jan. 1, 1996 
63Estimating the restoration speed of telecommunication networks after disasters IEEE Symposium Record on Network Operations and Management Symposium Jan. 1, 1994 
64Estimation of Telecommunication Network Reliability when simulating Disaster 1994 
65An Evaluation Method for Performance of A System Considering the Observation Time IEICE Conference 1993 
66A Fast Approximation Algorithm for Network Reliability IEICE General Conference 1993 
67The Simulation Method for Restoration Process of Telecommunication to Networks Damabed by Disaster IEICE General Conference 1993 
68Reliability Design and Evaluation of Telecommunications Networks NTT R&D 1991 
69Graph rewriting systems and their application to network reliability analysis Graph-Theoretic Concepts in Computer Science 1991 Springer Berlin Heidelberg 
70The Problem of Graph Rewriting and Appication to Network Reliability IEICE Conference 1990 
71The Equality of Graphs by Reduction Method and Applicaton to Network Reliability IEICE Technical Report, CAS and VLD 1990 
72A study of Network Reliability Evaluation Based on Throughput Rate IEICE General Conference 1990 
73Network reliability analysis using dual graph IEICE Conference 1989 
74Network Reliability Evaluation Considering Common-Cause Failure and Flow Capacity IEICE General Conference 1989 
75A method to evaluate the failure frequecy for networks using differential operator Safety and Reliability Symposium 1988 
76A Method to Evaluate the Failure Frequecy for Networks Using Differential Operator IEICE Conference 1988 
77Approximation Method for Network Reliability IEICE General Conference 1987 
78Approximation Method for Network Reliability Safety and Reliability Symposium 1987 
79A Unified Approach to Realize High Security and Reliability for Secret Sharing Scheme   

 

Research Grants & Projects  
No.Offer organizationSystem nameTitleFund classificationDate
1NEC C&C Founadtion Grant for presentation at conference Grant for International Conference RAMS2017 competitive_research_funding  Jan. 2017 - Feb. 2017