Jinho Hwang  Jinho Hwang photo         

contact information

Research Staff Member, Master Inventor
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash914dash945dash2193

links

Professional Associations

Professional Associations:  ACM  |  IEEE


2019

Leveraging AI in Service Automation Modeling: From Classical AI Through Deep Learning to Combination Models
Qing Wang, Larisa Shwartz, Genady Ya Grabarnik, Michael Nidd, Jinho Hwang
International Conference on Service-Oriented Computing, pp. 186--201, 2019

Cross-Layer Optimization of Big Data Transfer Throughput and Energy Consumption
Luigi Di Tacchio, S Q Zulkar Nine, Tevfik Kosar, Muhammed Fatih Bulut, Jinho Hwang
2019 IEEE 12th International Conference on Cloud Computing (CLOUD), pp. 25-32
Abstract   throughput, real time computing, pipeline, multi core processor, energy consumption, distributed computing, data transmission, cross layer optimization, computer science, central processing unit, activity based costing

Towards Automated Planning for Enterprise Services: Opportunities and Challenges
Maja Vukovic, Scott Gerard, Rick Hull, Michael Katz, Laura Shwartz, Shirin Sohrabi, Christian Muise, John Rofrano, Anup Kalia, Jinho Hwang, Dang Yabin, Ma Jie, Jiang Zhuoxuan
Service-Oriented Computing, 64-68, Springer International Publishing, 2019

Cloud Readiness Planning Tool (CRPT): An AI-Based Framework to Automate Migration Planning
Chen Lin, Hongtan Sun, Jinho Hwang, Maja Vukovic, John Rofrano
2019 IEEE 12th International Conference on Cloud Computing (CLOUD), pp. 58-62
Abstract   user friendly, software engineering, server, planner, distributed computing, concept drift, computer science, cloud computing, classifier, automated planning and scheduling, active learning

Forecasting a Storm: Divining Optimal Configurations using Genetic Algorithms and Supervised Learning
Michael Trotter, Timothy Wood, Jinho Hwang
2019 IEEE International Conference on Autonomic Computing (ICAC), pp. 136-146
Abstract   throughput, supervised learning, stream processing, rule of thumb, profiling, network topology, genetic algorithm, distributed computing, data mining, computer science, big data

Advancing Network Function Virtualization Platforms with Programmable NICs
Zhen Ni, Guyue Liu, Dennis Afanasev, Timothy Wood, Jinho Hwang
2019 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), pp. 1-6
Abstract   use case, throughput, software, resource efficiency, network functions virtualization, multi core processor, middlebox, latency, embedded system, computer science, computer network

Failure-Aware Application Placement Modeling and Optimization in High Turnover DevOps Environment
Tonghoon Suk, Jinho Hwang, Muhammed Fatih Bulut, Zemei Zeng
2019 IEEE 12th International Conference on Cloud Computing (CLOUD), pp. 115-123
Abstract   swarm behaviour, software development, software, orchestration, microservices, information technology operations, distributed computing, devops, computer science, cloud computing


2018

GreenNF: Energy Efficient Network Function Virtualization Platform (Poster)
Md S Q Zulkar Nine, Jinho Hwang, Fatih Bulut, Tevfik Kosar
USENIX Symposium on Operating Systems Design and Implementation (OSDI), 2018

MANAGING IDLE AND ACTIVE SERVERS IN CLOUD DATA CENTERS
Hwang Jinho, Kim In Kee, Young Christopher C, Zeng Sai
2018
Abstract   virtual machine, support vector machine, snapshot, server, normalization property, idle, feature vector, computer science, computer network, cloud computing

Risk-aware service management stack transformation during workload migration
Hwang Jinho, Pickover Clifford A, Vukovic Maja
2018
Abstract   workload, service management, semantic matching, distributed computing, computer science

Orchestra: Guaranteeing Performance SLAs for Cloud Applications by Avoiding Resource Storms
In Kee Kim, Jinho Hwang, Wei Wang, Marty Humphrey
2018 17th International Symposium on Parallel and Distributed Computing (ISPDC), pp. 53-60
Abstract   user space, user experience design, real time computing, preemption, on the fly, distributed computing, computer science, cloud computing, batch processing, backup

GreenDataFlow: Minimizing the Energy Footprint of Global Data Movement
S Q Zulkar Nine, Luigi Di Tacchio, Asif Imran, Tevfik Kosar, M. Fatih Bulut, Jinho Hwang
2018 IEEE International Conference on Big Data (Big Data), pp. 335-342
Abstract   throughput, the internet, service provider, service level, power management, footprint, environmental economics, energy consumption, data mining, computer science, activity based costing

CEA: A Service for Cognitive Event Automation
Larisa Shwartz, Jinho Hwang, Hagen V\"olzer, Michael Nidd, Murilo Goncalves Aguiar, Marcos Vinicius Landivar Paraiso, Letusa Valero
International Conference on Service-Oriented Computing, pp. 425--429, 2018

BluePlan: A Service for Automated Migration Plan Construction Using AI
Malik Jackson, John J. Rofrano, Jinho Hwang, Maja Vukovic
International Conference on Service-Oriented Computing, pp. 430-434, 2018
Abstract   software engineering, scalability, real time computing, project manager, planner, legacy system, computer science, cloud computing, automated planning and scheduling

Building a cognitive platform for the managed IT services lifecycle
Kristof Kloeckner, Constantin Adam, Nikos Anerousis, Naga Ayachitula, Muhammed Fatih Bulut, Gargi Dasgupta, Yu Deng, Yixin Diao, Nicholas C. Fuller, Sandeep Gopisetty, Milton Hernandez, Jinho Hwang, P. Iannucci, Anup K. Kalia, Giovanni Lanfranchi, David Lanyi, Heiko Ludwig, A. Mahamuni, Ruchi Mahindru, Fan Jing Meng, Hamid R. Motahari Nezhad, Karin Murthy, Taiga Nakamura, Amit M. Paradkar, Dennis A. Perpetua, Birgit Pfitzmann, Daniela Rosu, Larisa Shwartz, Zhuo Su, Maheswaran Surendra, S. Tao, Hagen Volzer,
IBM Journal of Research and Development, 2018


2017

BlueWall: Software defined network management in hybrid enterprise cloud environments
Hwang, Jinho and Xiao, Jin and Anerousis, Nikos
Integrated Network and Service Management (IM), 2017 IFIP/IEEE Symposium on, pp. 686--700
Abstract

BlueShift: Automated application transformation to Cloud Native architectures
Vukovic, Maja and Hwang, Jinho and Rofrano, John and Anerousis, Nikos
Integrated Network and Service Management (IM), 2017 IFIP/IEEE Symposium on, pp. 778--792
Abstract

Task assignment optimization in geographically distributed data centers
Zhang, Bowu and Hwang, Jinho
Integrated Network and Service Management (IM), 2017 IFIP/IEEE Symposium on, pp. 497--502
Abstract

iCSI: A Cloud Garbage VM Collector for Addressing Inactive VMs with Machine Learning
Kim, In Kee and Zeng, Sai and Young, Christopher and Hwang, Jinho and Humphrey, Marty
Cloud Engineering (IC2E), 2017 IEEE International Conference on, pp. 17--28
Abstract

NFVnice: Dynamic Backpressure and Scheduling for NFV Service Chains
Sameer G. Kulkarni, Wei Zhang, Jinho Hwang, Shriram Rajagopalan, K. K. Ramakrishnan, Timothy Wood, Mayutan Arumaithurai, Xiaoming Fu
Proceedings of the Conference of the ACM Special Interest Group on Data Communication, pp. 71--84, ACM, 2017


2016

SDNFV: Flexible and Dynamic Software Defined Control of an Application- and Flow-Aware Data Plane
Wei Zhang, Guyue Liu, Ali Mohammadkhan, Jinho Hwang, K. K. Ramakrishnan, Timothy Wood
Proceedings of the 17th International Middleware Conference on , 2016
Abstract   software defined networking, software, real time computing, network traffic control, network packet, forwarding plane, exploit, distributed computing, controller, computer science, computer network, cloud computing

BlueSight: Automated Discovery Service for Cloud Migration of Enterprises
Wu, Dannver and Hwang, Jinho and Vukovic, Maja and Anerousis, Nikos
International Conference on Service-Oriented Computing, pp. 211--215, 2016
Abstract

Automation and orchestration framework for large-scale enterprise cloud migration
Hwang, J and Bai, K and Tacci, M and Vukovic, M and Anerousis, N
IBM Journal of Research and Development 60(2-3), 1--1, IBM, 2016
Abstract

Toward Beneficial Transformation of Enterprise Workloads to Hybrid Clouds
Hwang, Jinho
IEEE Transactions on Network and Service Management 13(2), 295--307, IEEE, 2016
Abstract

FitScale: Scalability of Legacy Applications Through Migration to Cloud
Hwang, Jinho and Vukovic, Maja and Anerousis, Nikos
International Conference on Service-Oriented Computing, pp. 123--139, 2016
Abstract

Flurries: Countless Fine-Grained NFs for Flexible Per-Flow Customization
Zhang, Wei and Hwang, Jinho and Rajagopalan, Shriram and Ramakrishnan, KK and Wood, Timothy
Proceedings of the 12th International on Conference on emerging Networking EXperiments and Technologies, pp. 3--17, 2016
Abstract

Toward online virtual network function placement in Software Defined Networks
Zhang, Bowu and Hwang, Jinho and Wood, Timothy
Quality of Service (IWQoS), 2016 IEEE/ACM 24th International Symposium on, pp. 1--6
Abstract

Sdnfv: Flexible and dynamic software defined control of an application-and flow-aware data plane
Zhang, Wei and Liu, Guyue and Wood, Timothy and Ramakrishnan, KK and Hwang, Jinho
arXiv preprint arXiv:1606.02599, 2016
Abstract

Performance management challenges for virtual network functions
Zhang, Wei and Hwang, Jinho and Rajagopalan, Shriram and Ramakrishnan, KK and Wood, Timothy
NetSoft Conference and Workshops (NetSoft), 2016 IEEE, pp. 20--23
Abstract

Netkv: Scalable, self-managing, load balancing as a network function
Zhang, Wei and Wood, Timothy and Hwang, Jinho
Autonomic Computing (ICAC), 2016 IEEE International Conference on, pp. 5--14
Abstract

Cloud migration using automated planning
Vukovic, Maja and Hwang, Jinho
Network Operations and Management Symposium (NOMS), 2016 IEEE/IFIP, pp. 96--103
Abstract

A Supervised Learning Model for Identifying Inactive VMs in Private Cloud Data Centers
Kim, In Kee and Zeng, Sai and Young, Christopher and Hwang, Jinho and Humphrey, Marty
Proceedings of the Industrial Track of the 17th International Middleware Conference, pp. 2, 2016
Abstract


2015

CloudNet: Dynamic pooling of cloud resources by live WAN migration of virtual machines
Wood, Timothy and Ramakrishnan, KK and Shenoy, Prashant and Van der Merwe, Jacobus and Hwang, Jinho and Liu, Guyue and Chaufournier, Lucas
IEEE/ACM Transactions on Networking (TON) 23(5), 1568--1583, IEEE Press, 2015
Abstract

NetVM: high performance and flexible networking using virtualization on commodity platforms
Hwang, Jinho and Ramakrishnan, K K\_ and Wood, Timothy
IEEE Transactions on Network and Service Management 12(1), 34--47, IEEE, 2015
Abstract

Towards security-aware virtual server migration optimization to the cloud
Zhang, Bowu and Hwang, Jinho and Ma, Liran and Wood, Timothy
Autonomic Computing (ICAC), 2015 IEEE International Conference on, pp. 71--80
Abstract

Computing resource transformation, consolidation and decomposition in hybrid clouds
Hwang, Jinho
Network and Service Management (CNSM), 2015 11th International Conference on, pp. 144--152
Abstract

Cloud transformation analytics services: A case study of cloud fitness validation for server migration
Hwang, Jinho and Huang, Yun-Wu and Vukovic, Maja and Jermyn, Jill
Services Computing (SCC), 2015 IEEE International Conference on, pp. 387--394
Abstract

Dynamic capacity management and traffic steering in enterprise passive optical networks
Amokrane, Ahmed and Xiao, Jin and Hwang, Jinho and Anerousis, Nikos
Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on, pp. 406--413
Abstract

Toward a software-based network: integrating software defined networking and network function virtualization
Wood, Timothy and Ramakrishnan, KK and Hwang, Jinho and Liu, Grace and Zhang, Wei
IEEE Network 29(3), 36--41, IEEE, 2015
Abstract

Automated business application discovery
Nidd, Michael and Bai, Kun and Hwang, Jinho and Vukovic, Maja and Tacci, Michael
Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on, pp. 794--797
Abstract

Enterprise-scale cloud migration orchestrator
Hwang, Jinho and Huang, Yun-Wu and Vukovic, Maja and Anerousis, Nikos
Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on, pp. 1002--1007
Abstract


2014

Load Balancing of Heterogeneous Workloads in Memcached Clusters
Wei Zhang, Jinho Hwang, Timothy Wood, K.K. Ramakrishnan, Howie Huang
9th International Workshop on Feedback Computing (Feedback Computing 14), USENIX Association, 2014

SmartSwitch: blurring the line between network infrastructure & cloud applications
Wei Zhang, Timothy Wood, K. K. Ramakrishnan, Jinho Hwang
HotCloud14 Proceedings of the 6th USENIX conference on Hot Topics in Cloud Computing, pp. 11-11, 2014
Abstract   throughput, telecommunications network, server, real time computing, packet switching, load balancing, latency, distributed computing, computer science, cloud computing, cache

NetVM: High Performance and Flexible Networking Using Virtualization on Commodity Platforms
Hwang, Jinho and Ramakrishnan, KK and Wood, Timothy
Networked Systems Design and Implementation, USENIX, 2014
Abstract

SmartSwitch: Blurring the Line Between Network Infrastructure \& Cloud Applications.
Zhang, Wei and Wood, Timothy and Ramakrishnan, KK and Hwang, Jinho
HotCloud, 2014
Abstract

Software defined enterprise passive optical network
Amokrane, Ahmed and Hwang, Jinho and Xiao, Jin and Anerousis, Nikos
Network and Service Management (CNSM), 2014 10th International Conference on, pp. 406--411
Abstract

Load Balancing of Heterogeneous Workloads in Memcached Clusters.
Zhang, Wei and Hwang, Jinho and Wood, Timothy and Ramakrishnan, KK and Huang, H Howie
Feedback Computing, 2014
Abstract

Improving readiness for enterprise migration to the cloud
Jermyn, Jill and Hwang, Jinho and Bai, Kun and Vukovic, Maja and Anerousis, Nikos and Stolfo, Salvatore
Proceedings of the Middleware Industry Track, pp. 5, 2014
Abstract

Improving and repurposing data center resource usage with virtualization
Hwang, Jinho
Ph.D. Thesis, 2014
Abstract

Topology discovery and service classification for distributed-aware clouds
Hwang, Jinho and Liu, Guyue and Zeng, Sai and Wu, Frederick Y and Wood, Timothy
Cloud Engineering (IC2E), 2014 IEEE International Conference on, pp. 385--390
Abstract

Matrix: Achieving Predictable Virtual Machine Performance in the Clouds.
Chiang, Ron Chi-Lung and Hwang, Jinho and Huang, H Howie and Wood, Timothy
ICAC, pp. 45--56, 2014
Abstract

UniCache: Hypervisor managed data storage in RAM and flash
Hwang, Jinho and Zhang, Wei and Chiang, Ron C and Wood, Timothy and Huang, H Howie
Cloud Computing (CLOUD), 2014 IEEE 7th International Conference on, pp. 216--223
Abstract

Mortar: Filling the gaps in data center memory
Hwang, Jinho and Uppal, Ahsen and Wood, Timothy and Huang, Howie
ACM SIGPLAN Notices 49(7), 53--64, ACM, 2014
Abstract


2013

Adaptive Performance-Aware Distributed Memory Caching.
Hwang, Jinho and Wood, Timothy
ICAC, pp. 33--43, 2013
Abstract

Benefits and challenges of managing heterogeneous data centers
Hwang, Jinho and Zeng, Sai and y Wu, Frederick and Wood, Timothy
Integrated Network Management (IM 2013), 2013 IFIP/IEEE International Symposium on, pp. 1060--1065
Abstract

A component-based performance comparison of four hypervisors
Hwang, Jinho and Zeng, Sai and y Wu, Frederick and Wood, Timothy
Integrated Network Management (IM 2013), 2013 IFIP/IEEE International Symposium on, pp. 269--276
Abstract


2012

Adaptive dynamic priority scheduling for virtual desktop infrastructures
Hwang, Jinho and Wood, Timothy
Proceedings of the 2012 IEEE 20th International Workshop on Quality of Service, pp. 16
Abstract


2007

Verification and conformance test generation of communication protocol for railway signaling systems
Lee, Jae-Dong and Jung, Jae-Il and Lee, Jae-Ho and Hwang, Jong-Gyu and Hwang, Jin-Ho and Kim, Sung-Un
Computer Standards & Interfaces 29(2), 143--151, Elsevier, 2007
Abstract

Routing and packet scheduling in WiMAX mesh networks
Jin, Fanchun and Arora, Amrinder and Hwang, Jinho and Choi, Hyeong-Ah
Broadband Communications, Networks and Systems, 2007. BROADNETS 2007. Fourth International Conference on, pp. 574--582
Abstract


2006

Unicast and multicast RWA algorithms in DWDM-Based OVPN backbone networks
Kim, Jeong-Mi and Hwang, Jin-Ho and Jung, Jae-Il and Kim, Sung-Un
International Conference on Information Networking, pp. 450--459, 2006
Abstract


2005

Joint path protection scheme with efficient RWA algorithm in the next generation internet based on DWDM
Hwang, Jin-Ho and Lee, Jae-Dong and Lee, Jun-Won and Kim, Sung-Un
Networking-ICN 2005, 326--333, Springer
Abstract

Survivability-guaranteed network resiliency methods in DWDM networks
Hwang, Jin-Ho and Kim, Won and Lee, Jun-Won and Kim, Sung-Un
Networking-ICN 2005, 1138--1145, Springer
Abstract


2004

Fault/attack tolerant recovery mechanism under SRLG constraint in the next generation optical VPN
Hwang, Jin-Ho and Shin, Ju-Dong and Yun, Mi-Ra and Kim, Jeong-Nyeo and Lee, Sang-Su and Kim, Sung-Un
Universal Multiservice Networks, pp. 386--396, Springer, 2004
Abstract


Year Unknown

Matrix: Achieving Predictable Virtual Machine Performance in the Clouds
Computing, Autonomic and Chiang, Ron C and Hwang, Jinho
usenix.org, 0
Abstract