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Publications: |
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Shripad Nadgowda, Canturk Isci, and Mustafa Bal, DejaVu: Bringing Black-box Security Analytics to Cloud . International Middleware Conference (Middleware), 2018. Shripad Nadgowda, and Canturk Isci, Drishti: Disaggregated and Interoperable Security Analytics Framework for Cloud. ACM Symposium on Cloud Computing (SOCC), 2018. Ozan Tuncer, Nilton Bila, Canturk Isci, and Ayse Coskun, ConfEx: An Analytics Framework for Text-Based Software Configurations in the Cloud. IBM Research Report, 2018. Byungchul Tak, Hyekyung Kim, Sahil Suneja, Canturk Isci, and Prabhakar Kudva, Security Analysis of Container Images using Cloud Analytics Framework. International Conference on Web Services (ICWS), 2018. Shripad Nadgowda, Sahil Suneja and Canturk Isci, RECap: Run-Escape Capsule for On-demand Managed Service Delivery in the Cloud. HotCloud, 2018. [Acceptance Rate: 35%] Vlad Nitu, Boris Teabe, Alain Tchana, Canturk Isci, and Daniel Hagimont, Welcome to Zombieland: Practical and Energy-efficient Memory Disaggregation in a Datacenter. Eurosys, 2018. [Acceptance Rate: 16%] Canturk Isci, Cloud Foundations Seminar Series: 1. Operational Visibility and Security Analytics (incl. Containers and Orchestration); 2. Emerging Programming Models and Runtimes (incl. DevOps, MicroServices and Serverless). Bilkent University, 2017. [Seminar1] [Seminar2] [Slides] Fabio Oliveira, Sahil Suneja, Shripad Nadgowda, Priya Nagpurkar, and Canturk Isci, Opvis: Extensible, Cross-platform Operational Visibility and Analytics for Cloud. Middleware Industry, 2017. Salman Baset, Sahil Suneja, Nilton Bila, Ozan Tuncer, and Canturk Isci, Usable Declarative Configuration Specification and Validation for Applications Systems and Cloud. Middleware Industry, 2017. Shripad Nadgowda, Nilton Bila, Ricardo Koller, and Canturk Isci, Sanity: The Less Server Architecture for Cloud functions.. International Workshop on Serverless Computing (WoSC), 2017. Byungchul Tak, Canturk Isci, Sastry Duri, Nilton Bila, Shripad Nadgowda and James Doran, Understanding Security Implications of Using Containers in the Cloud. USENIX ATC, 2017. [Acceptance Rate: 21%] Shripad Nadgowda, Sahil Suneja and Canturk Isci, Paracloud: Bringing Application Insight into Cloud Operations. HotCloud, 2017. Byungchul Tak, Canturk Isci, Sastry Duri, Nilton Bila, Shripad Nadgowda and James Doran, Understanding Security Implications of Using Containers in the Cloud. IBM Research Report, 2017. Shripad Nadgowda, Sahil Suneja, Nilton Bila and Canturk Isci, Voyager: Complete Container State Migration. ICDCS, 2017. Shripad Nadgowda, Sastry Duri, Canturk Isci, and Vijay Mann, Columbus: Filesystem Tree Introspection for Software Discovery. IC2E, 2017. [Acceptance Rate: 33%] Sahil Suneja, Ricardo Koller, Canturk Isci, Eyal de Lara, Ali Hashemi, Arnamoy Bhattacharyya and Cristiana Amza, CIVIC: Safe Inspection Live Virtual Machines. VEE, 2017. Ata Turk, Hao Chen, Anthony Byrne, John Knollmeyer, Sastry Duri, Canturk Isci, Ayse Coskun, DeltaSherlock: Identifying Changes in the Cloud. IEEE BigData, 2016. [Acceptance Rate: 19%] Sahil Suneja, Ricardo Koller, Canturk Isci, Eyal de Lara, Ali Hashemi, Arnamoy Bhattacharyya and Cristiana Amza, Safe Inspection and Customization of Live Virtual Machines. USENIX ATC, Denver, Jun. 2016. Canturk Isci, Valentina Salapura, Maja Vukovic, Managed Cloud Services: Guest Editorial . IBM Journal of Research and Development, Special Issue on Cloud Managed Services, 2016. Sahil Suneja, Ricardo Koller, Canturk Isci, Eyal de Lara, Touchless and Always-on Cloud Analytics as a Service . IBM Journal of Research and Development, Special Issue on Cloud Managed Services, 2016. [Acceptance Rate: 31%] Hao Chen, Sastry Duri, Canturk Isci, Ayse Coskun, Automated Software Discovery and System Management in the Cloud through Fingerprinting and Learning Methods. IBM Journal of Research and Development, Special Issue on Cloud Managed Services, 2016. [Acceptance Rate: 31%] Fabio Oliveira, Priya Nagpurkar, Canturk Isci, Tamar Eilam, Cloud DevOps Analytics: Bridging the divide between dev and ops in cloud based applications. IBM Journal of Research and Development, Special Issue on Cloud Managed Services, 2016. [Acceptance Rate: 31%] Canturk Isci, Vulnerability Advisor for Your Images (and Instances). IBM InterConnect, Las Vegas, Feb. 2016. Ricardo Koller, Canturk Isci, Sahil Suneja, Eyal de Lara, Unified Monitoring and Analytics in the Cloud. USENIX Workshop on Hot Topics in Cloud Computing (HotCloud), Santa Clara, Jun. 2015. [Acceptance Rate: 33%] Hui Wang, Canturk Isci, Lavanya Subramanian, Jongmoo Choi, Depei Qian, and Onur Mutlu, A-DRM: Architecture-aware Distributed Resource Management of Virtualized Clusters. ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE), Istanbul, Mar. 2015. [Acceptance Rate: 28%] Sahil Suneja, Canturk Isci, Eyal de Lara and Vasanth Bala, Exploring VM Introspection: Techniques and Trade-offs. ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE), Istanbul, Mar. 2015. [Acceptance Rate: 28%] Malgorzata Steinder, Canturk Isci, Seetharami Seelam, Making the Docker Container a Foundation of Enterprise Cloud. IBM InterConnect, Las Vegas, Feb. 2015. Hao Chen, Sastry Duri, Nilton Bila, Vasanth Bala, Canturk Isci, Ayse Coskun, Detecting and Identifying System Changes in the Cloud via Discovery by Example. IEEE BigData, 2014. [Acceptance Rate: 19%] Sahil Suneja, Canturk Isci, Eyal de Lara, Todd Mummert and Vasanth Bala, Non-intrusive, Out-of-band and Out-of-the-box Systems Monitoring in the Cloud. ACM Sigmetrics, Austin, Jun. 2014. [Acceptance Rate: 17%] Canturk Isci and Vasanth Bala, TUTORIAL: System Analytics in the Cloud. International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), Salt Lake City, Mar. 2014. [pdf] [Tutorial Page] Wolfgang Richter, Canturk Isci, Jan Harkes, Benjamin Gilbert, Vasanth Bala and Mahadev Satyanarayan, Agentless Cloud-wide Streaming of Guest File System Updates. IEEE International Conference on Cloud Engineering (IC2E), Boston, Mar. 2014. [Acceptance Rate: 20%] [Best Paper Award] Canturk Isci, Suzanne McIntosh, Jeffrey Kephart, Rajarshi Das, James Hanson, Scott Piper, Robert Wolford, Thomas Brey, Robert Kantner, Allen Ng, James Norris, Abdoulaye Traore and Michael Frissora, Agile, Efficient Virtualization Power Management with Low-latency Server Power States. International Symposium on Computer Architecture (ISCA), Tel Aviv, Jun. 2013. [Acceptance Rate: 19%] John Nelson, Jonathan Connell, Canturk Isci and Jonathan Lenchner, Data Center Asset Tracking Using a Mobile Robot. Short paper in ACM Sigmetrics, PA, Jun. 2013. [Acceptance Rate: 27%] Ruhi Sarikaya, Canturk Isci and Alper Buyuktosunoglu, Runtime Application Behavior Prediction Using a Statistical Metric Model. IEEE Transactions on Computers, vol. 62, no. 3, pp. 575-588, March 2013 Canturk Isci, Jiuxing Liu, Bulent Abali, Jeff Kephart, and Jack Kouloheris, Improving Server Utilization Using Fast Virtual Machine Migration. IBM Journal of Research and Development, Special Issue on Systems and Software for Cloud Computing, 2011. [pdf] [ppt] [QEMU Feature Documentation] V. Jimenez, F. Cazorla, R. Gioiosa, M. Valero, C. Boneti, E. Kursun, C. Cher, C. Isci, A. Buyuktosunoglu, and P. Bose , Characterizing Power and Temperature Behavior of POWER6-Based System. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Vol. 1, Sep 2011. [Invited Paper] Kevin Deland, John Nelson. Jim Theonsen, Jon Lenchner, Canturk Isci, Jon Connell, Jeff Kephart and Iqbal Mohomed, A Robot-in-Residence for Data Center Thermal Monitoring and Energy Efficiency Management. 9th ACM Conference on Embedded Networked Sensor Systems (SenSys), Nov. 2011 Victor Jimenez, Francisco J. Cazorla, Roberto Gioiosa, Eren Kursun, Canturk Isci, Alper Buyuktosunoglu, Pradip Bose, Mateo Valero, A Case for Energy-Aware Accounting and Billing in Large-Scale Computing Facilities: Cost Metrics and Design Implications. IEEE MICRO, Systems for Very Large-Scale Computing, 2011. Jonathan Lenchner, Canturk Isci, Jeffrey O. Kephart, Chris Mansley, Jonathan Connell, and Suzanne McIntosh, Towards Data Center Self-Diagnosis Using a Mobile Robot. 8th IEEE International Conference on Autonomic Computing (ICAC-2011), Karsruhe, Germany, Jun. 2011. [Acceptance Rate: 22%][Best Paper Award] Hoi Chan, Jonathan Connell, Canturk Isci, Jonathan Lenchner, Jeffrey O. Kephart, Chris Mansley, and Suzanne McIntosh, A Robot as Mobile Sensor and Agent in Data Center Energy Management. 8th IEEE International Conference on Autonomic Computing (ICAC-2011), Demo Session, Karsruhe, Germany, Jun. 2011. Chris Mansley, Jonathan Connell, Canturk Isci, Jonathan Lenchner, Jeffrey O. Kephart, Suzanne McIntosh and Michael Schappert, Robotic Mapping and Monitoring of Data Centers. IEEE International Conference on Robotics and Automation (ICRA 2011), Shanghai, China, May 2011. Ruhi Sarikaya, Canturk Isci and Alper Buyuktosunoglu, Runtime Workload Behavior Prediction Using Statistical Metric Modeling with Application to Dynamic Power Management. In IEEE International Symposium on Workload Characterization (IISWC 2010), Atlanta, GA, Dec. 2010. [Acceptance Rate: 38%] Chris Mansley, Jonathan Connell, Canturk Isci, Jonathan Lenchner, Rajarshi Das and Jeffrey O. Kephart, Geometric Aspects of Robotic Mapping and Monitoring of Data Centers. 20th Annual Fall Workshop on Computational Geometry, Stony Brook, NY, Oct. 2010. Víctor Jimenez, Francisco J. Cazorla, Roberto Gioiosa, Eren Kursun, Canturk Isci, Chen-Yong Cher, Alper Buyuktosunoglu, Pradip Bose, and Mateo Valero , Power and Thermal Characterization of POWER6 System. In the International Conference on Parallel Architectures and Compilation Techniques (PACT), Vienna, Austria, Sep. 2010. [Acceptance Rate: 17%] Victor Jimenez, Francisco J. Cazorla, Roberto Gioiosa, Eren Kursun, Canturk Isci, Alper Buyuktosunoglu, Pradip Bose, and Mateo Valero , A Case for Energy-Aware Accounting in Large-Scale Computing Facilities: Cost Metrics and Implications for Processor Design. In the Architectural Concerns in Large Datacenters Workshop (ACLD-2010), in conjunction with ISCA 2010, Saint-Malo, France, Jun. 2010. Xiaoqiao Meng, Canturk Isci, Jeff Kephart, Li Zhang, Eric Bouillet and Dimitrios Pendarakis, Efficient Resource Provisioning in Compute Clouds via VM Multiplexing. In the 7th IEEE International Conference on Autonomic Computing (ICAC-2010), Washington DC, USA, Jun. 2010. [Acceptance Rate: 26%] Hoi Chan, Rajarshi Das, Hendrik Hamann, Canturk Isci, Jeff Kephart, Jonathan Lenchner, Suzanne McIntosh and Andrew Stepanchuk, Towards Autonomic Data Center Energy Management. In the 7th IEEE International Conference on Autonomic Computing (ICAC-2010), Demo Session, Washington DC, USA, Jun. 2010. Ruhi Sarikaya, Canturk Isci and Alper Buyuktosunoglu, Program Behavior Prediction Using a Statistical Metric Model. Short paper in ACM Sigmetrics, NY, Jun. 2010. [Acceptance Rate: 28%] Canturk Isci, James Hanson, Ian Whalley, Malgorzata Steinder and Jeff Kephart , Runtime Demand Estimation for Effective Dynamic Resource Management. In IEEE/IFIP Network Operations and Management Symposium (NOMS). Osaka, Japan, Apr. 2010. [Acceptance Rate: 27%] [Final Version] [Presentation] Canturk Isci, James Hanson, Ian Whalley, Malgorzata Steinder and Jeff Kephart, Predicting Virtual Machine CPU Demand for Effective Autonomous Resource and Power Management. In IBM Conference on Proactive Problem Prediction, Avoidance and Diagnosis (P3AD-2009), NY, Apr. 2009. [Acceptance Rate: 28%] [Final Version] [Presentation] Ruhi Sarikaya, Canturk Isci and Alper Buyuktosunoglu, A Statistical Perspective for Metric Modeling. In IBM Conference on Proactive Problem Prediction, Avoidance and Diagnosis (P3AD-2009), NY, Apr. 2009. [Acceptance Rate: 28%] [Final Version] [Presentation] Chengwei Wang, Canturk Isci Chirag Bhatt, Ganesha Shanmuganathan, and Anne Holler, Predicting VM Behavior for DRS & DPM Cost/Benefit Analysis. Poster in VMWorld 2008, Las Vegas, NV, USA Sep. 2008. [Abstract] [Presentation] Ripal Nathuji, Canturk Isci, Eugene Gorbatov and Karsten Schwan , Providing Platform Heterogeneity-Awareness for Data Center Power Management. Cluster Computing Journal, Special Issue, Vol. 11, No 3, 2008. [Submitted] [Final Draft] [Final Version] [No Presentation] Ripal Nathuji, Canturk Isci and Eugene Gorbatov , Exploiting Platform Heterogeneity for Power Efficient Data Centers. In the 4th IEEE International Conference on Autonomic Computing (ICAC-2007), Jacksonville, Florida, USA, Jun. 2007. [Acceptance Rate: 13%] [Submitted version] [Final Version] [Presentation] Canturk Isci, Gilberto Contreras and Margaret Martonosi, Live, Runtime Phase Monitoring and Prediction on Real Systems with Application to Dynamic Power Management. In 39th ACM/IEEE International Symposium on Microarchitecture (MICRO-39), Orlando, FL, Dec. 2006. [Acceptance Rate: 24%] [Submitted version] [Final Version] [Presentation] [DOWNLOAD GPHT] Canturk Isci, Alper Buyuktosunoglu, Chen-Yong Cher, Pradip Bose and Margaret Martonosi, An Analysis of Efficient Multi-Core Global Power Management Policies: Maximizing Performance for a Given Power Budget. In 39th ACM/IEEE International Symposium on Microarchitecture (MICRO-39), Orlando, FL, Dec. 2006. [Acceptance Rate: 24%] [Submitted version] [Final Version] [Presentation] Canturk Isci and Margaret Martonosi, Phase Detection and Prediction on Real Systems for Workload-Adaptive Power Management. In SRC Student Symposium, Cary, NC, Oct. 2006. [Submitted version] [Final Version] [Presentation] Canturk Isci and Margaret Martonosi, Phase Characterization for Power: Evaluating Control-Flow-Based and Event-Counter-Based Techniques. In 12th International Symposium on High-Performance Computer Architecture (HPCA-12), Austin, TX, Feb. 2006. [Acceptance Rate: 15%] [Submitted version] [Final Version] [Presentation] Canturk Isci and Margaret Martonosi, Detecting Recurrent Phase Behavior under Real-System Variability. In IEEE International Symposium on Workload Characterization (IISWC'05), Austin, TX Oct. 2005. [Acceptance Rate: 33%] [Submitted version] [Final version] [Presentation] Canturk Isci, Margaret Martonosi and Alper Buyuktosunoglu, Long-term Workload Phases: Duration Predictions and Applications to DVFS. In IEEE MICRO, Special Issue on Low Power Processors and Technology, Sep./Oct. 2005. [Submitted version] [Preprint] [Presentation] Canturk Isci, Zhigang Hu, Margaret Martonosi and Pradip Bose , Building Microarchitectural Stressmarks for Thermal Testing. In Austin Conference on Energy-Efficient Design (ACEED-2005) [Internal Track], Austin, TX, Mar. 2005. [Submitted version] [Final Version] [Presentation] Canturk Isci, Margaret Martonosi and Alper Buyuktosunoglu, Workload Phase Duration Prediction and its Application to DVS. In Austin Conference on Energy-Efficient Design (ACEED-2005) [Internal Track], Austin, TX, Mar. 2005. [Submitted version] [Final Version] [Presentation] Canturk Isci, Gilberto Contreras and Margaret Martonosi, Hardware Performance Counters for Detailed Runtime Power and Thermal Estimations: Experiences and Proposals. In Hardware Performance Monitor Design and Functionality Workshop in conjunction with 11th International Symposium on High-Performance Computer Architecture (HPCA-11), San Francisco, CA, Feb. 2005. [Submitted version] [Final version] [Presentation] Canturk Isci and Margaret Martonosi, Runtime Power Monitoring in High-End Processors: Methodology and Empirical Data. In 36th ACM/IEEE International Symposium on Microarchitecture (MICRO-36), San Diego, CA, Dec. 2003. [Acceptance Rate: 25%] [Submitted version] [Final version] [Presentation] Canturk Isci and Margaret Martonosi, Identifying Program Power Phase Behavior Using Power Vectors. In 6th IEEE International Workshop on Workload Characterization (WWC-6), Austin, TX, November 2003. [Acceptance Rate: 30%] [Submitted version] [Final version] [Presentation]
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Theses: |
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Canturk Isci, Workload Adaptive Power Management with Live Phase Monitoring and Prediction. Ph.D. Thesis, Princeton University, US, Jun. 2007. [Thesis Intro (html)] [Whole Thesis (pdf)] [FPO (ppt)] Canturk Isci, Pseudo-Random Testing of Arithmetic Circuits. M.Sc. Thesis, University of Westminster, London, UK, Oct. 2001. [Thesis Files] [pdf] [ppt]
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Patents: |
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Canturk Isci, Alper Buyuktosunoglu, Ruhi Sarikaya, Xiaoqiao Meng, Jeff Kephart, and Pradip BoseA Virtual Performance Counter Layer. Patent filed, [IBM] 2011. [pdf] Xiaoqiao Meng, Canturk Isci, Jeff Kephart, and Li Zhange Method for Using Virtual Machine Multiplexing to Improve Resource Provisioning in Compute Clouds. Patent filed, [IBM] 2010. [pdf] Claris Castillo, and Canturk Isci, Virtualization and Dynamic Resource Allocation Aware Storage Level Reordering Method for Memory-Intensive Applications. Patent filed, [IBM] 2010. [pdf] Jonathan Lenchner, Canturk Isci, Jeffrey O. Kephart, Rajarshi Das, Jonathan H. Connell, Hendrik Hamann, Levente Klein, and Michael A. Schappert, System for Detecting Energy Leaks in Indoor Environments Using a Mobile Robot. Patent filed, [IBM] 2010. [pdf] Jeffrey Kephart, Hoi Y. Chan, Rajarshi Das, David W. Levine, Canturk Isci, James E. Hanson, Saving Power by Managing the State of Inactive Servers. Patent filed, [IBM] 2010. [pdf] Canturk Isci, James Hanson, Ian Whalley, Jeffrey Kephart, Malgorzata Steinder, Virtual Machine Demand Estimation. Patent filed, [IBM] 2010. [pdf] Canturk Isci, Chengwei Wang, Chirag Bhatt, Ganesha Shanmuganathan, and Anne Holler, Process Demand Prediction for Distributed Power and Resource Management. Patent filed, [VMware] 2009. [pdf] Ripal Nathuji, Canturk Isci, and Eugene Gorbatov, Method for Power-Efficient Resource Allocation in Data Centers. Patent filed, [Intel] Mar 2007, Issued US Patent# 7,818,594, 2010. [pdf] Canturk Isci, Alper Buyuktosunoglu, Margaret Martonosi, Chen-Yong Cher, Prabhakar Kudva, and Pradip Bose, System and Method of Efficient Resource Management by Predicting Stable Durations of a Workload Phase. Patent filed, [IBM] Jul 2006. [pdf] |
Other Work: |
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Jon Lenchner, Canturk Isci, Jeffrey O. Kephart, Christopher Mansley, Jonathan Connell, and Suzanne McIntosh, Towards Data Center Self-Diagnosis Using a Mobile Robot. IBM Research Report #RC25123, 2011. [pdf] Ruhi Sarikaya, Canturk Isci, and Alper Buyuktosunoglu, Program Behavior Prediction Using a Statistical Metric Model. ACM Performance Evaluation Review, volume 38, (no 1), pages 371-2, 2010. [pdf] Chris Mansley, Jonathan Connell, Canturk Isci, Jonathan Lenchner, Jeffrey Kephart, Suzanne McIntosh and Michael Schappert, Robotic Mapping and Monitoring of Data Centers. IBM Research Report #RC25061, 2010. [pdf] Chris Mansley, Jonathan Connell, Canturk Isci, Jonathan Lenchner, Rajarshi Das, and Jeffrey O. Kephart, Geometric Aspects of Robotic Mapping and Monitoring of Data Centers. IBM Research Report #RC25060, 2010. [pdf] Canturk Isci, Alper Buyuktosunoglu, Chen-Yong Cher and Pradip Bose, Global Power Management Policies for Chip Multiprocessor Systems. IBM Research Report #RC23890, Sep. 2005. [pdf] Canturk Isci, Margaret Martonosi and Alper Buyuktosunoglu, Dynamic Adaptation in Server-Class Microprocessors: Workload Phase and Duration Predictions with Live Counter Measurements. IBM Research Report #RC23448, Nov. 2004. [pdf] Canturk
Isci and Margaret Martonosi,
Runtime Power Monitoring in High-End Processors: Methodology
and Empirical Data. Technical Report, Dec. 2003. [pdf] Canturk Isci and
Margaret Martonosi, Detailed
Error Analysis for Runtime Power Phase Classification.
Datasheet, Mar. 2004. [pdf] Canturk Isci and Li-Shiuan Peh, A Lightweight Messaging Protocol and Node Architecture for MacroNET. Project Paper, Apr. 2003. Canturk Isci, Richard C.S. Morling and Izzet Kale , A Comparative Study of BIST PRBS Pattern Generation for Signed Parallel Multipliers. Technical Report, Dec. 2001.
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