Dr.-Ing. Kai Sachs

I am now a member of SAP's Virtualization and Cloud Management group.

Table of Contents

  1. Professional Functions & Memberships
  2. Awards and Recognitions
  3. Publications, Selected Presentations, and Reports
  4. Professional Activities
  5. Projects
  6. Supervised Theses
  7. Teaching
  8. Affiliations

Professional Functions & Memberships

SPEC - "Standard Performance Evaluation Corporation"
Representative of SAP to SPEC Research Group
Vice-Chair of SPEC Research Group
Association for Computing Machinery (ACM)
Member
Event Processing Technical Society
Member
Gesellschaft für Informatik e.V.
Member

Awards / Recognitions

  • SPECtacular Award 2009
    Awarded by the SPEC President Walter Bays on January 30, 2010 at SPEC's Annual Meeting in San Jose, CA.
  • SPECtacular Performance Award 2007
    Awarded by the SPEC President Walter Bays (Sun Microsystems) on January 27, 2008 at SPEC's Annual Meeting in San Francisco, CA.
  • SPECtacular Award 2006
    for service as Lead Developer of the SPECjms2007 Benchmark developed by SPEC's Open Systems Group (OSG). Awarded by the SPEC President Walter Bays (Sun Microsystems) on January 24, 2007 at SPEC's Annual Meeting in Austin, TX.

Publications, Selected Presentations and Reports

2013
A Robust Optimization for Proactive Energy Management in Virtualized Data Centers
Ibrahim Takouna, Wesam Dawoud, Kai Sachs, Christoph Meinel
ACM/SPEC Internation Conference on Performance Engineering - Work in Progress Track, ICPE 2013, 2013
[BibTeX]
 
Modeling Event-based Communication in Component-based Software Architectures for Performance Predictions
Christoph Rathfelder, Benjamin Klatt, Kai Sachs, Samuel Kounev
Journal of Software and Systems Modeling (SoSyM), Springer Verlag, 2013
accepted for publication
[BibTeX]
 
Cloud Usage Patterns: A Formalism for Description of Cloud Usage Scenarios
Aleksandar Milenkoski, Alexandru Iosup, Samuel Kounev, Kai Sachs, Piotr Rygielski, Jason Ding, Walfredo Cirne, Florian Rosenberg
Technical Report, SPEC Research Group, 2013
[PDF] [BibTeX]
 
2012
Interactive Performance Monitoring of a Composite OLTP & OLAP Workload
Anja Bog, Kai Sachs, Hasso Plattner
Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2012, May 2012
[PDF] [BibTeX]
 
Resilience Benchmarking
Marco Vieira, Henrique Madeira, Kai Sachs, Samuel Kounev
In Alberto Avritzer, Aad Moorsel van, Marco Vieira, Katinka Wolter: Resilience Assessment and Evaluation, Springer, 2012
[PDF] [BibTeX]
 
Performance Modeling and Analysis of Message-oriented Event-driven Systems
Kai Sachs, Samuel Kounev, Alejandro Buchmann
Software and Systems Modeling, Springer, 2012
The final publication is available at http://www.springerlink.com/content/f1u77n8176q71860/
[PDF] [BibTeX]
 
Performance Evaluation and Benchmarking of Event-Based Systems
Kai Sachs
ACM/SPEC International Conference on Performance Engineering (ICPE 2012) , 2012
Invited Abstract
[PDF] [BibTeX]
 
Normalization in a Mixed OLTP and OLAP Workload Scenario
Anja Bog, Kai Sachs, Alexander Zeier, Hasso Plattner
Third TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC), VLDB 2011 , Lecture Notes in Computer Science, No. 7144, 2012
[PDF] [BibTeX]
 
Benchmarking in the Cloud: What it Should, Can, and Cannot Be
Alexander Alexandrov, Enno Folkerts, Kai Sachs, Alexandru Iosup, Volker Markl, Cafer Tosun
4. TPC Technology Conference on Performance Evaluation & Benchmarking (TPCTC), VLDB 2012 , 2012
[PDF] [BibTeX]
 
2011
COLUMN: Paper abstracts of the second international conference on performance engineering (ICPE 2011)
David J. Lilja, Raffaela Mirandola, Kai Sachs
SIGMETRICS Perform. Eval. Rev., Vol. 39, No. 3, ISSN 0163-5999, ACM, New York, NY, USA, December 2011
[BibTeX]
 
Benchmarking Database Design for Mixed OLTP and OLAP Workloads
Anja Bog, Kai Sachs, Alexander Zeier
International Conference on Performance Engineering (ICPE 2011), 2011
[PDF] [BibTeX]
 
ACM SIGSOFT Software Engineering Notes : Paper Abstracts of the 2nd International Conferernce on Performance Engineering (ICPE 2011)
David J. Lilja, Raffaela Mirandola, Kai Sachs
ISSN 0163-5948, ACM, New York, NY, USA, 2011
[BibTeX]
 
ACM SIGMETRICS Performance Evaluation Review: Paper abstracts of the second international conference on performance engineering (ICPE 2011)
David J. Lilja, Raffaela Mirandola, Kai Sachs
ISSN 0163-5948, ACM, New York, NY, USA, 2011
[BibTeX]
 
2010
A Logistics Workload for Event Notification Middleware
Stefan Appel, Kai Sachs
In Kai Sachs, Ilia Petrov, Pablo Guerrero: From Active Data Management to Event-Based Systems and More, Lecture Notes in Computer Science 6462, ISBN 978-3-642-17225-0, Springer, November 2010
[PDF] [BibTeX]
 
Towards Benchmarking of AMQP
Stefan Appel, Kai Sachs, Alejandro Buchmann
4th ACM International Conference on Distributed Event-Based Systems (DEBS), July 2010
[PDF] [BibTeX]
 
Quality of Service in Event-based Systems
Stefan Appel, Kai Sachs, Alejandro Buchmann
22nd GI-Workshop on Foundations of Databases (GvD), Bad Helmstedt, Germany, May 2010
[PDF] [BibTeX]
 
Benchmarking Publish/Subscribe-based Messaging Systems
Kai Sachs, Stefan Appel, Samuel Kounev, Alejandro Buchmann
Database Systems for Advanced Applications: DASFAA 2010 International Workshops: BenchmarX'10, LNCS, Berlin, Heidelberg, Springer-Verlag, 2010
[PDF] [BibTeX]
 
Performance Modeling and Benchmarking of Event-Based Systems (PhD Thesis)
Kai Sachs
TU Darmstadt, ISBN 9783868443530, Sierke Verlag, 2010
SPEC Distinguished Dissertation Award 2011
[PDF] [BibTeX]
 
Statistical Inference of Software Performance Models for Parametric Performance Completions
Jens Happe, Dennis Westermann, Kai Sachs, Lucia Kapova
6th International Conference on the Quality of Software Architectures, QoSA, Lecture Notes in Computer Science, 2010
[PDF] [BibTeX]
 
2009
Benchmarking and Performance Modeling of Event-Based Systems
Samuel Kounev, Kai Sachs
it - Information Technology , Vol. 51, No. 5 , Oldenbourg Wissenschaftsverlag, Munich, Germany, October 2009
[Journal] [PDF] [BibTeX]
 
Performance evaluation of message-oriented middleware using the SPECjms2007 benchmark
Kai Sachs, Samuel Kounev, Jean Bacon, Alejandro Buchmann
Performance Evaluation, Vol. 66, No. 8, Elsevier Science, August 2009
[PDF] [BibTeX]
 
Benchmarking of Message-Oriented Middleware
Kai Sachs, Samuel Kounev, Stefan Appel, Alejandro Buchmann
Proceedings of the International Conference on Distributed Event-Based Systems (DEBS 2009), Nashville, TN, USA, July 2009
[Conference] [PDF] [BibTeX]
 
Event-Based Applications and Enabling Technologies
Annika Hinze, Kai Sachs, Alejandro Buchmann
Proceedings of the International Conference on Distributed Event-Based Systems (DEBS 2009), Nashville, TN, USA, July 2009
Keynote of A. Buchmann
[Conference] [PDF] [BibTeX]
 
A Performance Test Harness For Publish/Subscribe Middleware
Kai Sachs, Samuel Kounev, Stefan Appel, Alejandro Buchmann
SIGMETRICS/Performance 2009 Demo Competition, June 2009
[Conference] [PDF] [BibTeX]
 
2008
Survey of Event-Based Applications and Enabling Technologies
Annika Hinze, Kai Sachs, Alejandro P. Buchmann
Technical Report, No. TUD-CS-2008-109, Technische Universität Darmstadt, Fachbereich Informatik, Darmstadt, Germany, September 2008
[BibTeX]
 
Performance Evaluation of Embedded ECA Rule Engines: a Case Study
Pablo E. Guerrero, Kai Sachs, Stephan Butterweck, Alejandro Buchmann
Proceedings of the 5th European Performance Engineering Workshop (EPEW 2008), Lecture Notes in Computer Science, No. 5261, ISBN 978-3-540-87411-9, Springer LNCS, Heidelberg, Germany, September 2008
[PDF] [BibTeX]
 
A Methodology for Performance Modeling of Distributed Event-Based Systems
Samuel Kounev, Kai Sachs, Jean Bacon, Alejandro P. Buchmann
Proceedings of 11th IEEE International Symposium on Object/component/service-oriented Real-time distributed Computing (ISORC 2008), IEEE, May 2008
[PDF] [BibTeX]
 
SPECjms2007 - A novel benchmark and performance analysis framework for message-oriented middleware
Samuel Kounev, Kai Sachs
March 2008
DEV2DEV Article, O'Reilly Publishing Group
[Website] [BibTeX]
 
Kaffeekunde - SPECjms2007 misst Message Oriented Middleware
Kai Sachs, Samuel Kounev
iX - Magazin für professionelle Informationstechnik, No. 2, Heise Zeitschriften Verlag, Hannover, Germany, February 2008
[BibTeX]
 
2007
Workload Characterization of the SPECjms2007 Benchmark
Kai Sachs, Samuel Kounev, Jean Bacon, Alejandro Buchmann
Proceedings of the 4th European Performance Engineering Workshop (EPEW 2007), Springer LNCS, September 2007
[Conference] [PDF] [BibTeX]
 
Pushing Business Data Processing Towards the Periphery
Pablo Guerrero, Kai Sachs, Mariano Cilia, Christof Bornhövd, Alejandro Buchmann
23rd International Conference on Data Engineering (ICDE'07), Istanbul, Turkey, IEEE Computer Society, April 2007
[Conference] [PDF] [BibTeX]
 
Designing a Workload Scenario for Benchmarking Message-Oriented Middleware
Kai Sachs, Samuel Kounev, Marc Carter, Alejandro Buchmann
Proceedings of the 2007 SPEC Benchmark Workshop, SPEC, Austin, Texas, USA, January 2007
[Conference] [PDF] [BibTeX]
 
2006
Evaluating RFID Infrastructures
Sebastian Frischbier, Kai Sachs, Alejandro Buchmann
2. Workshop RFID Intelligente Funketiketten - Chancen und Herausforderungen, Erlangen, Germany, ISBN 978-3-800-72976-0, VDE Verlag, July 2006
[PDF] [BibTeX]
 
RFID Seminar WS 05/06 Final Report (Seminar Report)
Kai Sachs, Pablo Guerrero, Mariano Cilia, Alejandro Buchmann
Technical Report, Technische Universität Darmstadt, Fachbereich Informatik, Darmstadt, Germany, March 2006
[PDF] [BibTeX]
 
Message Types and Interfaces Between Components in SPECjms
Kai Sachs, Samuel Kounev
Technical Report, No. DVS06-2, SPEC OSG Java Subcommittee, 2006
[BibTeX]
 
Workload Scenario for SPECjms "Supermarket Supply Chain"
Kai Sachs, Samuel Kounev
Technical Report, No. DVS06-1, SPEC OSG Java Subcommittee, 2006
[BibTeX]
 

Patents

  • Systems and methods for processing auto-id data

    C. Bornhoevd, M. Cilia, P. Guerrero, K. Sachs, and A. Buchmann
    Assignee: SAP AG, Application number: 11/429,151 Publication number: US 2007/0260470 A1.

Books, Proceedings & Chapters

  • Performance Modeling and Benchmarking of Event-Based Systems
    PhD Thesis, 2010.
    SPEC Distinguished Dissertation Award 2011
    [PDF] [BibTeX]
    @phdthesis{ KaiSachs-Thesis-2010, title = {Performance Modeling and Benchmarking of Event-Based Systems}, author = {Kai Sachs}, isbn = {978-3868443530}, publisher = {Sierke Verlag}, year = {2011}, pdf = {\url{http://www.dvs.tu-darmstadt.de/staff/ksachs/PerMod_Benchmarking_EBS.pdf}}, school = {TU Darmstadt} }
  • Proceeding of the second joint WOSP/SIPEW international conference on Performance engineering - ACM / SPEC ICPE'11
    Samuel Kounev, Vittorio Cortellessa, Raffaela Mirandola, David J. Lilja, Kai Sachs (Eds.)
    ACM, 2011.
    [BibTeX]
    @proceedings{icpe:2011, title = {ICPE '11: Proceeding of the second joint WOSP/SIPEW international conference on Performance engineering}, year = {2011}, isbn = {978-1-4503-0519-8}, location = {Karlsruhe, Germany}, publisher = {ACM}, address = {New York, NY, USA}, }
  • From Active Data Management to Event-Based Systems and More
    Kai Sachs, Ilia Petrov, Pablo Guerrero (Eds.)
    Springer LNCS 6462, Papers in Honor of Alejandro Buchmann on the Occasion of His 60th Birthday, 2010.
    [BibTeX]
    @proceedings{ SaPeGue10, title = {From Active Data Management to Event-Based Systems and More - Papers in Honor of Alejandro Buchmann on the Occasion of His 60th Birthday}, editor = {Kai Sachs and Ilia Petrov and Pablo Guerrero}, series = {Lecture Notes in Computer Science}, volume = {6462}, month = {nov}, year = {2010}, publisher = {Springer}, isbn = {978-3-642-17225-0}, doi = {DOI: 10.1007/978-3-642-17226-7}, language = {English}, website = {http://www.springer.com/computer/communication+networks/book/978-3-642-17225-0?changeHeader=true} }
  • Computer Performance Evaluation and Benchmarking
    David Kaeli and Kai Sachs (Eds.)
    Springer LNCS 5419, Proceedings of the SPEC Benchmark Workshop 2009
    [BibTeX]
    @proceedings{SPEC-2009, editor = {David R. Kaeli and Kai Sachs}, title = {Computer Performance Evaluation and Benchmarking, SPEC Benchmark Workshop 2009, Austin, TX, USA, January 25, 2009. Proceedings}, booktitle = {SPEC Benchmark Workshop}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, volume = {5419}, year = {2009}, isbn = {978-3-540-93798-2}, ee = {http://dx.doi.org/10.1007/978-3-540-93799-9}, bibsource = {DBLP, http://dblp.uni-trier.de} }
  • Performance Evaluation: Metrics, Models and Benchmarks
    Samuel Kounev, Ian Gorton and Kai Sachs (Eds.)
    Springer LNCS 5119, Proceedings of the 2008 SPEC International Performance Evaluation Workshop (SIPEW 2008), 2008.
    [BibTeX]
    @proceedings{sipew-2008, editor = {Samuel Kounev and Ian Gorton and Kai Sachs}, title = {Performance Evaluation: Metrics, Models and Benchmarks, SPEC International Performance Evaluation Workshop, SIPEW 2008, Darmstadt, Germany, June 27-28, 2008. Proceedings}, booktitle = {SIPEW}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, volume = {5119}, year = {2008}, isbn = {978-3-540-69813-5}, }

Talks

  • SPECjms2007 - An Overview
    SAP, Walldorf, Germany, 17.04.2007
  • Benchmarking and Modelling of Message-Oriented Middleware
    FZI Forschungszentrum Informatik, Karlsruhe, Germany, 24.06.2009
  • Benchmark Engineering: Current Trends and New Challenges in Benchmarking
    TCS Symposium - Architecture and Design of High Performance Systems, Mumbai, India, 8.1.2013 
  • Current trends and new challenges in Benchmark Research
    AMPLab, UC Berkeley, US, 19.03.2013

Professional Activities

Conference Organisation

  • Program Chair of the International Workshop on Hot Topics in Cloud Services (HotTopiCS 2013)
  • Publicity Chair of the  ACM/SPEC International Conference on Performance Engineering (ICPE) 2013
  • Financial Chair of the ACM/SPEC International Conference on Performance Engineering (ICPE) 2012
  • Industrial Chair of the Second Joint WOSP/SIPEW International Conference on Performance Engineering WOSP/SIPEW 2011
  • Program Chair of the SPEC Benchmark Workshop 2010
  • Tutorial and Exhibits Chair of the First Joint WOSP/SIPEW International Conference on Performance Engineering WOSP/SIPEW 2010
  • Organizing Chair of the SPEC International Performance Evaluation Workshop (SIPEW) 2008
  • Publication Chair of the SPEC Benchmark Workshop 2009
  • Volunteer Coordination on the IEEE International Conference on Data Engineering (ICDE) 2008
  • Co-founder of SPEC International Performance Evaluation Workshop (SIPEW) (now ACM/SPEC International Conference on Performance Engineering (ICPE))
  • Member of the Steering Committee of ACM/SPEC International Conference on Performance Engineering (ICPE)
  • Steering Committee Member of the SPEC Benchmark Workshop Series
  • Vice Chair of the SPEC Research Group
  • Program Committees

    I was / I am serving as PC Member of the

    • ACM/SPEC International Conference on Performance Engineering (ICPE) 2012 2013
    • 10th International Conference on Autonomic Computing (ICAC) 2013
    • 42nd International Conference on Parallel Processing (ICPP) 2013
    • TPC Technology Conference on Performance Evaluation and Benchmarking (TPC TC) 2010 2011
    • Workshop on Data Streams and Event Processing (DSEP) 2011 2013
    • ACM International Conference on Distributed Event-Based Systems (DEBS) 2010 (Poster PC member), 2012 (Demo PC member)2013 (Posters & Demos PC member),  
    • SPEC Benchmark Workshop 2009
    • SPEC International Performance Evaluation Workshop (SIPEW) 2008

    Selected Reviewer/Referee Activities

    • Member of Editorial Board CSI Transactions on ICT
    • Conferences: ACM SIGMOD 2005/06, EDBT 2008, VLDB 2006, RDDS 2006, ICDE 2007, ICDCS 2006/08/09, ACM/SPEC ICPE 2010/11
    • Journals: Journal of Distributed and Parallel Databases, Datenbanken Spektrum, Springer Computing, IEEE Transactions on Software Engineering, IEEE Transaction on Cloud Computing

    Projects

    Supervised Theses

    Past

    • "Performance Analysis of Java in the Context of Virtualiztion" , Stefan Appel, 2008.
    • "Marktgetriebenen Kapazitäts- und Performance- Planung am Beispiel einer Telekom-Systemkette" , Yves Njipwo Nguenda, 2008.
      In cooperation with T-Com
    • "Modeling and Performance Evaluation of an RFID Scenario Applying EPCglobalís EPCIS Architecture", Eva Twellmeyer, 2008.
      In cooperation with SAP Research Dresden
    • "JMS-Server Benchmark mit SPECjms2007", Michael Schneider, 2008.
    • "Performance Modeling of Java EE Applications using LQNs and QPNs, Frank Heimburger, 2007.
      In cooperation with Infosys Technologies Ltd., Bangalore / India

    Affiliations

    TU Darmstadt
    Databases and Distributed Systems (DVS) - Former Research Member
    Karlsruhe Institute of Technology (KIT)
    Descartes Research Group - Associated Research Member

    Teaching

    Winter 09-10 Database Systems II
    Summer 2009 Seminar: Performance Engineering in Practice: Benchmarks and Related Concepts
    Winter 08-09 Database Systems II
    Winter 07-08 Database Systems II
    Winter 06-07 Database Systems II
    Winter 05-06 Database Systems II
    Winter 2005/06 Seminar: RFID Technologies

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