日本語
ICU Researchers Information System
TOP page
(Last updated : 2021-01-22 18:05:52)
ISHIBASHI, Keisuke
Associate Professor (New rank system)
Division of Arts and Sciences, College of Liberal Arts, International Christian University
■
Academic Background
1.
2005/07
Degree Acquisition
The University of Tokyo, Ph.D. in information science and technology
2.
1993/04~1995/03
〔Master degree program〕 Mathematical Institute, Graduate School, Division of Natural Science, Tohoku University, Completed, M.S.
3.
1989/04~1993/03
Mathematical Institute, Faculty of Science, Tohoku University, Graduated, B.S.
■
#Professional Background
1.
2018/09~
Associate Professor (New rank system), Division of Arts and Sciences, College of Liberal Arts, International Christian University
2.
2017/04~2018/09
Guest Professor, Osaka University
3.
1995/04~2018/08
NTT
■
#Present Specialized Fields
Information network, Communication and network engineering, Information security
■
#Main Course Titles
Computer Network, Network Data Analytics
■
#Books and Articles
1.
Article
Extendable NFV-Integrated Control Method Using Reinforcement Learning IEICE Transactions on Communications vol.E103-B(no.8) (Collaboration) 2020/08
2.
Article
Modeling Upper Layer Reaction to QoS Degradation as a Congestion Avoidance Mechanism (in advance publication) (Collaboration) 2020/04
3.
Article
WebAPI Design for Providing Machine Learning Based Network Anomaly Detection Technology pp.343-355 (Collaboration) 2019/05
4.
Article
Inferring Latent Traffic Demand with Modeling QoS Degradation Effect IEICE Transactions on Communications vol.E102-B(no.4),pp.790-798 (Collaboration) 2019/04
5.
Article
Proactive Failure Detection Learning Generation Patterns of Large-scale Network Logs IEICE Transaction on Communications vol.E102-B(no.2),pp.306-316 (Collaboration) 2019/02
6.
Article
Hierarchical Model Predictive Traffic Engineering IEEE/ACM Transactions on Networking vol.26(issue 4),pp.1754-1767 (Collaboration) 2018/08
7.
Article
Reachability Analysis of Multi-hop D2D Communications at Disaster IEICE Transactions on Communications vol.E101-B(no.8),pp.1833-1844 (Collaboration) 2018/08
8.
Article
Workflow Extraction for Service Operation using Multiple Unstructured Trouble Tickets IEICE Transactions on Information and Systems vol.E101-D(no.4),pp.1030-1041 (Collaboration) 2018/04
9.
Article
Separating Predictable and Unpredictable Flows via Dynamic Flow Mining for Effective Traffic Engineering IEICE Transactions on Communications vol.E101-B(no.2),pp.538-547 (Collaboration) 2018/02
10.
Article
Network Event Extraction from Log Data with Nonnegative Tensor Factorization IEICE Transactions on Communications . IEICE Transactions on Communications vol.E100-B(no.10),pp.1865-1878 (Collaboration) 2017/10
11.
Article
Identifying DNS Anomalous User by Using Hierarchical Aggregate Entropy IEICE Transactions on Communications vol.E100-B(no.01),pp.140-147 (Collaboration) 2017/01
12.
Article
Statistical Estimation of the Names of HTTPS Servers with Domain Name Graphs Computer Communications vol.94,pp.104-113 (Collaboration) 2016/11
13.
Article
Identifying Anomalous Traffic Using Dynamic Programing based Differential Analysis IEICE Communications Express vol.5(no.9),pp.335-340 (Collaboration) 2016/09
14.
Article
Effective Flow Aggregation for Traffic Engineering IEICE Transactions on Communications vol.E98-B(no.10),pp.2049-2059 (Collaboration) 2015/10
15.
Article
Traffic Prediction for Dynamic Traffic Engineering Computer Networks vol.85,pp.36-50 (Collaboration) 2015/07
16.
Article
Traffic Engineering Based on Model Predictive Control IEICE Transactions on Communications vol.E98-B(no.07),pp.996-1007 (Collaboration) 2015/06
17.
Article
Mean-Variance Relationship of the Number of Flows in Traffic Aggregation and Its Application to Traffic Management Computer Networks vol.57(issue 6),pp.1560-1576 (Collaboration) 2013/04
18.
Article
Extending Black Domain Name List by Using Co- occurrence Relation between DNS Queries IEICE Transactions on Communication vol.E95-B(no.03),pp.794-802 (Collaboration) 2012/03
19.
Article
"Incentive Issues in the Internet and Mechanism Designs Computer Software vol.29(no.2),pp.23-32 (Collaboration) 2012/05
20.
Article
Effects of Sampling and Spatio/Temporal Granularity in Traffic Monitoring on Anomaly Detectability IEICE Transactions on Communication vol.E95-B(no.02),pp.466-476 (Collaboration) 2012/02
21.
Article
Detection Accuracy of Network Anomalies Using Sampled Flow Statistics International Journal of Network Management vol.21(issue 6),pp.513-535 (Collaboration) 2011/11
22.
Article
Traffic Monitoring System based on Correlation between BGP Messages and Traffic Data IEICE Transactions on Communication vol.E94-B(no.09),pp.2532-2542 (Collaboration) 2011/09
23.
Article
VoIP Quality Measurement System using Flow Mediation for Large-Scale IP Networks IEICE Transactions on Communication vol.E94-B(no.07),pp.1973-1981 (Collaboration) 2011/07
24.
Article
A Change-of-Measure Approach to Per-Flow Delay Measurement Systems Combining Passive and Active Methods: On the Mathematical Formulation of CoMPACT Monitor IEEE Transactions on Information Theory vol.54(issue 11),pp.4946-4965 (Collaboration) 2008/11
25.
Article
Finding Cardinality Heavy-Hitters in Massive Traffic Data and Its Application to Anomaly Detection IEICE Transactions on Communication vol.E91-B(no.5),pp.1331-1339 (Collaboration) 2008/05
26.
Article
Packet Sampling TCP Flow Rate Estimation and Performance Degradation Detection Method IEICE Transactions on Communication vol.E91-B(no.5),pp.1309-1319 (Collaboration) 2008/05
27.
Article
Unicast probing techniques for estimation of shared loss rate International Journal of Communication Systems vol.20(issue 5),pp.613-632 (Collaboration) 2007/05
28.
Article
Detection of TCP Performance Degradation Using Link Utilization Statistics IEICE Transactions on Communication vol.E89-B(no.1),pp.47-56 (Collaboration) 2006/01
29.
Article
Method of Bandwidth Dimensioning and Management for Aggregated TCP Flows with Heterogeneous Access Links IEICE Transactions on Communication vol.E88-B(no.12),pp.4605-4615 (Collaboration) 2005/12
30.
Article
A Method of Bandwidth Dimensioning and Management Using Flow Statistics IEICE Transactions on Communication vol.E88-B(no.02),pp.643-653 (Collaboration) 2005/02
31.
Article
Active/Passive Combination-type Performance Measurement Method Using Change-of-measure Framework Computer Communications vol.27(no.09),pp.868-879 (Collaboration) 2004/06
32.
Article
Structure of Human Relations and User-dynamics Revealed by Traffic Data IEICE Transactions on Information and Systems vol.E87-D(no.06),pp.1454-1460 (Collaboration) 2004/06
33.
Article
Capacity Dimensioning of VPN Access Links for Elastic Traffic in the Hose Model IEICE Transactions on Communication vol.E87-B(no.01),pp.132-141 (Collaboration) 2004/01
34.
Article
A Method of IP Traffic Management Using the Relationship between TCP Flow Behavior and Link Utilization IEICE Transactions on Communication. vol.E86-B(no.11),pp.3244-3256 (Collaboration) 2003/11
35.
Article
Proposal and Evaluation of Method to Estimate Packet Loss-Rate Using Correlation of Packet Delay and Loss IEICE Transactions on Information and System vol.E86-D(no.11),pp.2371-2379 (Collaboration) 2003/11
36.
Article
Traffic Measurement and Analysis in an ATM-based Internet Backbone Computer Communications vol.24(no.15/16),pp.1508-1524 (Collaboration) 2001/10
37.
Article
A Measurement-based Performance Evaluation Method for IP Networks and Its Implementation Telecommunication Systems vol.15(no.1/2),pp.203-215 (Collaboration) 2000/11
Display 5 items
Display all(37)
■
#Academic Conference Presentation
1.
2020/07
Routing and Capacity Optimization Based on Estimated Latent OD Traffic Demand (The 8th IEEE International Workshop on Architecture, Design, Deployment & Management of Networks & Applications (ADMNET2020))
2.
2019/11
Estimating Latent Origin Destination Traffic Based on Link Packet Loss Ratio and Traffic Volume (Workshop on Internet Architecture and Applications 2019)
3.
2019/03
Inferring Latent Traffic Demand Offered to an Overloaded Link with Modeling QoS-Degradation Effect (20-th Non-parametric statistical analysis and Bayesian statistics)
4.
2018/08
Human-Assisted Online Anomaly Detection with Normal Outlier Retraining (ACM SIGKDD 2018 Workshop on Outlier Detection De-constructed)
5.
2018/05
Extendable NFV-Integrated Control Method Using Reinforcement Learning (IEEE ICC 2018)
6.
2018/05
Root-Cause Diagnosis for Rare Failures using Bayesian Network with Dynamic Modification (IEEE ICC 2018)
7.
2016/10
Framework for traffic engineering under uncertain traffic information (The 7th International Conference on Information and Communication Technology Convergence (ICTC 2016))
8.
2016/05
Separating Predictable and Unpredictable Flows via Dynamic Flow Mining for Effective Traffic Engineering (IEEE ICC 2016)
9.
2016/04
Workflow Extraction for Service Operation using Multiple Unstructured Trouble Tickets (IEEE/IFIP Network Operations and Management Symposium (NOMS) 2016)
10.
2016/02
Hierarchical Traffic Engineering Based on Model Predictive Control (International Conference on Computing Networking and Communications)
11.
2015/12
Inferring Popularity of Domain Names with DNS Traffic: Exploiting Cache Timeout Heuristics (IEEE GLOBECOM2015)
12.
2015/11
Proactive Failure Detection Learning Generation Patterns of Large-scale Network Logs (11th International Conference on Network and Service Management (CNSM))
13.
2015/09
Optimizing Cache Location and Route on CDN Using Model Predictive Control (27th International Teletraffic Congress)
14.
2015/05
Traffic Engineering Based on Stochastic Model Predictive Control for Uncertain Traffic Change (IFIP/IEEE ManFI2015)
15.
2015/04
SFMap: Inferring Services over Encrypted Web Flows using Dynamical Domain Name Graphs (Traffic Monitoring and Analysis workshop (TMA 2015))
16.
2015/04
Macroflow-based traffic engineering in SDN-controlled network (11th International Conference on IP+Optical Network)
17.
2014/12
Flow Aggregation for Traffic Engineering (IEEE GLOBECOM 2014)
18.
2014/04
Spatio-temporal Factorization of Log Data for Understanding Network Events (IEEE INFOCOM 2014)
19.
2013/12
Traffic Prediction for Dynamic Traffic Engineering Considering Traffic Variation (IEEE GLOBECOM2013)
20.
2012/05
A Method to Construct an Attack and Fault Tolerant Scalable Distributed Network (4th International Conference on Communications Mobility and Computing (CMC 2012))
21.
2012/03
Classifying DNS Heavy User Traffic by using Hierarchical Aggregate Entropy (World Telecommunications Congress (WTC) 2012)
22.
2011/10
Incentive mechanism for prompting ISPs to implement outbound filtering of unwanted traffic (International Conference on Network Games Control and Optimization (NetGCooP 2011))
23.
2011/09
How is E-mail Sender Authentication Used and Misused? (. 8th Conference on Email and Anti-spam (CEAS 2011))
24.
2010/09
Detecting Anomalous Traffic using Communication Graphs (World Telecommunications Congress (WTC) 2010)
25.
2010/06
Validation of Packet Origin Using External Route Information (8th Asia-Pacific Symposium on Information and Telecommunication Technologies (APSITT 2010))
26.
2010/04
Extending Black Domain Name List by Using Co-occurrence Relation Between DNS Queries (3rd USENIX Workshop on Large-Scale Exploits and Emergent Threats (LEET '10))
27.
2009/10
VoIP Measurement Architecture by using Data Mediation (9th IEEE International Workshop on IP Operations and Management)
28.
2007/11
Detection accuracy of network anomalies using sampled flow statistics (IEEE GLOBECOM 2007)
29.
2007/05
Effect of sampling rate and monitoring granuality on anomaly detectability (10th IEEE Global Internet Symposium 2007 (in conjunction with IEEE INFOCOM 2007))
30.
2007/01
2-D Bitmap for Summarizing Inter-Host Communication Pattern (IEEE SAINT 2007 Workshop on Internet Measurement Technology and its Applications to Building Next Generation Internet)
31.
2006/12
Estimating flow rate from sampled packet streams for detection of performance degradation at TCP flow level (IEEE GLOBECOM 2006)
32.
2006/09
A Proposal of Large-scale Traffic monitoring system using Flow concentrators (Asia-Pacific Network Operations and Management (APNOMS 2006))
33.
2006/04
Estimating Top N Hosts in Cardinality Using Small Memory Resouces (2nd IEEE International Workshop on Networking Meets Databases (NetDB'06))
34.
2005/12
Cluster Structures in Topology of Large-Scale Social Networks Revealed by Traffic Data (IEEE GLOBECOM 2005)
35.
2005/08
Detecting Mass-Mailing Worm Infected Hosts by Mining DNS Traffic Data (ACM SIGCOMM 2005 Workshop on Mining Network Data (MineNet2005))
36.
2005/05
A Method of Detecting Performance Degradation at TCP Flow Level from Sampled Packet Streams (IEEE HPSR 2005)
37.
2005/01
Measurement of DNS Traffic Caused by DDoS Attacks (IEEE SAINT 2005 Workshop on Network Security Threats and Countermeasures)
38.
2004/11
Bottleneck links detection method based on passive monitoring (IASTED CIIT 2004)
39.
2004/11
A Method of Bandwidth Dimensioning and Management Using Flow Statistics (IEEE 2004)
40.
2004/11
Detection of TCP Performance Degradation Using Link Utilization Statistics (IEEE GLOBECOM 2004)
41.
2004/09
Estimation and Prediction of TCP Performance Degradation Using Link Utilization Statistics (WTC/ISS 2004)
42.
2004/07
New Approach for Analyzing Large-Scale Social Networks and Use-Dynamics by using Data of Communication Traffic (IEEE MWSCAS2004)
43.
2004/06
A method of bandwidth dimensioning and management for aggregated TCP flows with heterogeneous access links (Networks 2004)
44.
2004/02
Structures of Human Relations and User-Dynamics Revealed by Traffic Data (ICOIN 2004)
45.
2003/12
A Method of IP Traffic Management Using TCP Flow Statistics (IEEE GLOBECOM 2003)
46.
2003/12
Estimating Packet Loss-Rate by Using Delay Information and Combinated with Change-of-Meaure Framework (IEEE GLOBECOM 2003)
47.
2003/09
An Advanced Technique on Bottleneck Detection (EUNICE 2003)
48.
2003/09
Unicast Probing to Estimate Shared Loss Rate (E2EMON Workshop (conjunction with IFIP/IEEE MMNS2003))
49.
2003/05
Capacity Dimensioning of VPN Access Links for Elastic Traffic (IEEE ICC 2003)
50.
2003/03
A Scalable and Lightweight QoS Monitoring Technique Combing Passive and Active Approaches: on Mathematical Formulation of CoMPACT Monitor (IEEE INFOCOM 2003)
51.
2002/11
Active/Passive Combination-type Performance Measurement Method Using Change-of-measure Framework (IEEE GLOBECOM 2002)
52.
2002/07
End-to-end Relative Differentiated Services for IP networks (IEEE ISCC 2002)
53.
2002/05
Characteristics of Temporal and Spatial Locality of Internet Access Patterns (IFIP Networking 2002 Workshop on Web Engineering)
54.
2002/02
CoMPACT-Monitor: Change-of-measure based passive/active monitoring -weighted active sampling scheme to infer QoS- (IEEE SAINT 2002 Workshop on Measurement Technology for the Internet Applications)
55.
2000/09
Transport Middleware for Measuring IP Flow (IEEE Networks 2000)
56.
1999/08
A new fairness control method for switched networks based on Ethernet (APSITT'99)
57.
1999/08
Proposal and Evaluation of a Native ATM-ABR transport protocol (APSITT'99)
58.
1998/10
A Measurement-based Performance Evaluation Method for IP Networks and Its Implementation (11th ITC Specialist Seminar)
Display 5 items
Display all(58)
■
#Lectures
1.
2017/11
Network Management Empowered by AI
2.
2014/09
Proactive Network Operation through Network Data Analytics
■
#Academic Society Memberships
1.
2018~
JSSST
2.
2001~
IEEE
3.
1996~
IEICE
■
#Academic Awards
1.
2019/06
The Institute of Electronics, Information and Communication Engineers (IEICE) IEICE Best Paper Award (Separating Predictable and Unpredictable Flows via Dynamic Flow ining for Effective Traffic Engineering)
■
#Committees and Societies
1.
2020/02~
The 21st Asia-Pacific Network Operation and Management Symposium (APNOMS 2020) Technical Program Committee
2.
2019/11~
International Teletraffic Congress ITC 32 Technical Program Committee
3.
2019/06~2020/01
The 34th International Conference on Information Networking (ICOIN 2020) General Vice Co-chairs
4.
2018/06~
JSSST Director
5.
2017/11~2018/04
The Third IEEE/IFIP International Workshop on Analytics for Network and Service Management (AnNet 2018) Technical Program Committee
■
#E-Mail Addresses
■
#Grants-in-aid for Scientific Research Researcher Number
20710271