Publications

Refereed Conferences and Journals (Google Scholar, ResearchGate)

  1. Muhammet Oguz Ozcan, Fatih Odaci, Ismail Ari, Remote Debugging for Containerized Applications in Edge Computing Environments, IEEE EDGE 2019
  2. Athar Khodabakhsh, Ismail Ari, Mustafa Bakir, Serhat Murat Alagoz, Forecasting Multivariate Time-Series Data using LSTM and Mini-batches, IEEE CIDAS 2018
  3. Nitel Muhtaroglu, Ismail Ari, Birkan Kolcu, Democratization of HPC cloud services with automated parallel solvers and application containers, Concurrency and Computation: Practice and Experience, Vol 30 (21), p.4782 2018
  4. Athar Khodabakhsh, Ismail Ari, Mustafa Bakır, Ali Ozer Ercan, Multivariate sensor data analysis for oil refineries and multi-mode identification of system behavior in real-time, IEEE Access Vol 6, pp. 64389-64405 2018
  5. Athar Khodabakhsh, Ismail Ari, Mustafa Bakır, Serhat Murat Alagoz, Stream analytics and adaptive windows for operational mode identification of time-varying industrial systems, 2018 IEEE International Congress on Big Data (BigData Congress), 242-246 1 2018
  6. Koray Incki, Ismail Ari, Democratization of runtime verification for internet of things, Computers & Electrical Engineering Vol. 68, 570-580 1 2018
  7. Koray Incki, Ismail Ari, A novel runtime verification solution for IoT systems, IEEE Access 6, 13501-13512 8 2018
  8. Koray Incki, Ismail Ari, Model-Based Runtime Monitoring of Smart City Systems, Procedia computer science 134, 75-82 2 2018
  9. Koray Incki, Ismail Ari, Observing Interoperability of IoT Systems Through Model-Based Testing, Interoperability, Safety and Security in IoT, 60-66
  10. Nitel Muhtaroglu, Birkan Kolcu, Ismail Ari, Testing Performance of Application Containers in the Cloud with HPC Loads, In Proceedings of the 5th International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering (PARENG), Pecs, Hungary, 2017
  11. Athar Khodabakhsh, Ismail Ari, Mustafa Bakir. Cloud-based Fault Detection and Classification for Oil & Gas Industry. In Proceedings of the SIAM SDM Workshop on Data Mining for Oil and Gas (DM4OG), Houston, Texas USA, 2017, arXiv:1705.04583.
  12. N. Muhtaroglu, I. Ari and E. Koyun, Towards Automatic Selection of Direct vs. Iterative Solvers for Cloud-Based Finite Element Analysis, In Proceedings of the 4th International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering (PARENG), 2015
  13. M. Bakır, B. Aydogan, M. Aydin, A. Khodabakhsh, I. Ari, A. O. Ercan, Real-time data reconciliation solutions for big data problems observed in oil refineries, 22nd IEEE Signal Processing and Communications Applications Conference (SIU), 2014
  14. Erdi Olmezogullari, Ismail Ari, Online Association Rule Mining over Fast Streams, IEEE Big Data 2013
  15. Ismail Ari, Erdi Olmezogullari, Omer Faruk Celebi, Data Stream Analytics and Mining in the Cloud, Data Analytics and Mining in the Cloud, (DaMiC) 2012, in assoc. with IEEE CloudCom 2012
  16. Erdi Olmezogullari, Ismail Ari, Omer Faruk Celebi, Salih Ergüt, Data Stream Mining to Address Big Data Problems, 21th IEEE Signal Processing and Communications Applications Conference (SIU), 2013
  17. Mo Liu, Medhabi Ray, Dazhi Zhang, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Ismail Ari, Real-time healthcare services via nested complex event processing technology. ACM EDBT 2012: 622-625
  18. Koray Inçki, Ismail Ari, Hasan Sözer: A Survey of Software Testing in the Cloud, IEEE SERE 2012: 18-23
  19. Hakan Gumus, Evrim Korkmaz Ozay, Ismail Ari, Zehra Cataltepe, An iterative approach for clustering optimization and validation, 20th IEEE Signal Processing and Communications Applications Conference (SIU), 2012
  20. Ismail Ari, Erdi Olmezogullari, Hasan Sozer, Application of combinatorial testing techniques in complex event processing engines, 20th IEEE Signal Processing and Communications Applications Conference (SIU), 2012
  21. Melih Koca, Ismail Ari, Ugur Kocak, Onur Calikus, Cenk Sezgin, Parallel and pipelined processing of large-scale mobile comminucation data using hadoop open-source framework, 20th IEEE Signal Processing and Communications Applications Conference (SIU), 2012
  22. Mo Liu, Elke A. Rundensteiner, Kara Greenfield, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta: E-Cube: multi-dimensional event sequence analysis using hierarchical pattern query sharing. In SIGMOD 2011: pp 889-900
  23. Medhabi Ray, Mo Liu, Elke A. Rundensteiner, Daniel J. Dougherty, Chetan Gupta, Song Wang, Abhay Mehta, Ismail Ari: Optimizing complex sequence pattern extraction using caching. ICDE Workshops 2011: pp 243-248
  24. Ismail Ari, Omer F. Celebi, Finding Event Correlations in Federated Wireless Sensor Networks, In Federated Wireless Sensors and Systems Workshop (FedSenS), In Conj. with IWCMC, 2011
  25. Nitel Muhtaroglu and Ismail Ari. Smart Job Scheduling for High-Performance Cloud Computing Services. In 2nd International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering (PARENG), April 2011. Civil-Comp Press.
  26. Mo Liu, Elke Rundensteiner, Dan Dougherty, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta, High-performance Nested CEP Query Processing over Event Streams, ICDE 2011, pp 123-134.
  27. Mo Liu, Elke A. Rundensteiner, Dan Dougherty, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta, NEEL: Nested Complex Event Processing for Real-Time Event Analytics, The 4th International Workshop on Business Intelligence for the Real Time Enterprise (BIRTE 2010), In conjunction with VLDB 2010.
  28. Mo Liu, Medhabi Ray, Elke Rundensteiner, Dan Dougherty, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta, Processing nested complex sequence pattern queries over event streams, 7th Workshop on Data Management for Sensor Networks (DMSN), In conjunction with VLDB 2010.
  29. Mo Liu, Elke Rundensteiner, Kara Greenfield, Chetan Gupta, Song Wang, Ismail Ari, Abhay Mehta, E-Cube: Multi-Dimensional Event Sequence Processing Using Concept and Pattern Hierarchies, IEEE International Conference on Data Engineering (ICDE) 2010.
  30. Chetan Gupta, Song Wang, Ismail Ari, Ming Hao, Umeshwar Dayal, Abhay Mehta, Manish Marwah, Ratnesh Sharma , CHAOS: A Data Stream Analysis Architecture for Enterprise Applications, 11th IEEE Conference on Commerce and Enterprise Computing (CEC.09)(pdf)
  31. Jun Li, Ismail Ari, Jhilmil Jain, Alan H. Karp, Mohamed Dekhil, Mobile In-Store Personalized Services, In 7th IEEE International Conference on Web Services (ICWS) July 2009, Los Angeles(pdf)
  32. Jhilmil Jain, Ismail Ari, Jun Li, Understanding the Challenges Faced During the Management of Data Mining Models, In 2nd ACM Symposium on Computer Human Interfaces for Management of IT (CHIMIT) 2008, November 2008.
  33. Jhilmil Jain, Ismail Ari, Jun Li, Using Dashboards for Managing Model Lifecycle, In 2nd ACM Symposium on Computer Human Interfaces for Management of IT (CHIMIT) 2008, November 2008.
  34. Ismail Ari, Jun Li, Alex Kozlov, Mohamed Dekhil, Data Mining Model Management to Support Real-Time Business Intelligence in Service-Oriented Architectures, (pdf) HP Software University Association Workshop, Morocco, June 2008.
  35. Ismail Ari, Jun Li, Riddhiman Ghosh, Mohamed Dekhil, Providing Session Management As a Core Business Service, (pdf/html), World Wide Web 2007 Conference (WWW’07), Banff, Canada,
  36. Ismail Ari, Melanie Gottwals, Dick Henze, Performance Boosting and Workload Isolation in Storage Area Networks with SANCache, IEEE/NASA Conference on Mass Storage Systems and Technologies (MSST’06) (pdf).
  37. Ismail Ari, Ethan L. Miller, Caching support for push-pull data dissemination using data snooping routers, 10th IEEE International Conference on Parallel and Distributed Systems (ICPADS’04). (pdf)
  38. Ismail Ari, Melanie Gottwals, Dick Henze, SANBoost: Automated SAN-Level Caching in Storage Area Networks, 1st IEEE International Conference on Autonomic Computing (ICAC’04). (pdf).
  39. Ismail Ari, Bo Hong, Ethan L. Miller, Scott Brandt and Darrell D. E. Long, Managing Flash Crowds on the Internet, 11th IEEE/ACM International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS’03). Short version (pdf), A longer version (pdf)
  40. Robert Gramacy, Manfred Warmuth, Scott Brandt and Ismail Ari, Adaptive Caching By Refetching, 2002 Neural Information Processing Systems (NIPS’02). (pdf)
  41. Ismail Ari, Ahmed Amer, Robert Gramacy, Ethan L. Miller, Scott Brandt and Darrell D. E. Long, Adaptive Caching using Multiple Experts, Informatics, volume 14, pages 143-158. Carleton Scientific, 2002 (pdf)
  42. Ismail Ari, Ahmed Amer, Ethan L. Miller, Scott Brandt and Darrell D. E. Long, Who is more adaptive? ACME: Adaptive Caching using Multiple Experts (Abstract), Workshop on Distributed Data and Structures (WDAS), March 2002. (pdf)

Book Chapters

  1. Kemal Akkaya, Ismail Ari, In-network Data Aggregation in Wireless Sensor Networks, The Handbook of Computer Networks, Volume 2, Chapter 129 (pdf), John-Wiley & Sons, December 2007

Patents FreePatentsOnline List

  1. US20100280857, Mo Liu, Song Wang, Chetan Gupta, Ismail Ari, Abhay Mehta, Modeling Multi-Dimensional Sequence Data Over Streams, Nov. 2010
  2. US20100262613, Chetan Gupta, Song Wang, Ismail Ari, Ming Hao, Umeshwar Dayal, Abhay Mehta, Data Stream Processing, Oct 2010
  3. US20100257470, Ismail Ari, Riddhiman Ghosh, Mohamed Dekhil, Evren Korpeoglu, Personal Project Management, Oct 2010
  4. US20090037363, Alex Kozlov, Jun Li, Ismail Ari, Methods and systems for managing a data mining model, Feb, 2009
  5. US20080270231, Jun Li, Ismail Ari, Elsa Durante, Methods and systems for tracking customer response to a coupon, Nov, 2008
  6. US20070106830A1, Ismail Ari, System and method to access storage inside an inactive computing device, May 10, 2007
  7. US20060026229A1, Ismail Ari, Richard Henze, Melanie Gottwals, Providing and Alternative Caching Scheme at Storage Area Network Level, Feb 2,2006

PhD Thesis

  • Ismail Ari, Design and Management of Globally Distributed Network Caches, University of California Santa Cruz, 2004 (pdf)

Technical Reports

  1. Jain, Jhilmil, Ari, Ismail, Li, Jun, Understanding the Challenges Faced During the Management of Data Mining Models, HPL-2008-118
  2. Jain, Jhilmil, Ari, Ismail, Li, Jun, Using Dashboards for Managing Model Lifecycle, HPL-2008-119
  3. Ismail Ari, Jun Li, Jhilmil Jain, Alex Kozlov, Management of Data Mining Model Lifecycle to Support Intelligent Business Services, HPL-2008-37 (pdf)
  4. Mingzhu Wei, Ismail Ari, Jun Li, Mohamed Dekhil, ReCEPtor: Sensing Complex Events in Data Streams for Service-Oriented Architectures, HPL-2007-176 (pdf)
  5. Ismail Ari, Storage Embedded Networks (SEN) and Adaptive Caching using Multiple Experts (ACME), (Ph.D. Proposal) Technical Report UCSC-CRL-03-01, (pdf), (ps), May 2002.
  6. Ismail Ari, Multicache Simulation Environment Version 1.0 Reference Guide, Technical Report, UCSC-CRL-03-02, (pdf), (ps), May 2003.
  7. Ismail Ari, Bo Hong, Ethan L. Miller, Scott A. Brandt, Darrell D. E. Long, Modeling, Analysis and Simulation of Flash Crowds on the Internet, Technical Report, UCSC-CRL-03-15, (pdf), (ps), Feb 2004.
  8. Ismail Ari, Using Statistical Correlation For Dependency Analysis Of Cache Replacement Policies, Technical Report, UCSC-CRL-03-16, (pdf), (ps), Feb 2004.

Poster Presentations

  1. Providing Session Management As a Core Business Service (ppt), WWW 2007 Conference, Banff, Canada. May, 12, 2007.
  2. Storage Embedded Networks (SEN) (pdf) CITRIS Corporate Sponsor Day, UC Berkeley, Feb/26/2004.

Past Project Reports

  1. Ismail Ari, Quantitative Analysis of Open Source Software Projects (pdf), Referenced by the book: Understanding Open Source Software Development by J. Feller, B. Fitzgerald.
  2. Ismail Ari, Neelu Jethani, Aniruddha Rangnekar, Sushma Natarajan, Performance Analysis and Comparison of Ah-Hoc Routing Protocols (pdf), CMSC691T Mobile Computing Project Report, May 2000.

Talks

  1. Data Stream and Complex Event Processing, Series of Talks in Istanbul Bilgi, Isik and Yeditepe Universities in Oct, 2008. (pdf)
  2. Data Stream Systems and Complex Event Processing, SSRC Talk Series, (pdf)November 2007.
  3. SEN and Adaptive Caching Winter 2003.(ppt) SSRC Hot Seat Presentation.
  4. ACME and SEN, at HP Laboratories, Palo Alto, CA., Yosemite 3L, Summmer 2002.
  5. Who is more adaptive? ACME: Adaptive Caching using Multiple Experts. WDAS 2002.(ppt)
  6. Storage Embedded Networks (SEN), Fall 2001.(ppt) SSRC Hot Seat Presentation.
  7. C# Programming, .NET and Java, CMPS203 Programming Languages, 2001 (pdf) UCSC.
  8. Hilbert’s 10th Problem Is Unsolvable, CMPS210 Compuational Models and Complexity, 2001. (pdf) UCSC.