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Successive c-optimal designs

Guillaume Sagnol, Mustapha Bouhtou, Stéphane Gaubert
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
We propose a new approach to optimize the deployment and the sampling rates of network monitoring tools, such as Netflow, on a large IP network.  ...  It reduces to solving a stochastic sequence of Second Order Cone Programs. We validate our approach with experiments relying on real data from a commercial network.  ...  On the interface k, this results in a observation Copyright is held by the author/owner(s). SIGMETRICS'10, June 14-18, 2010, New York, New York, USA.  ... 
doi:10.1145/1811039.1811080 dblp:conf/sigmetrics/SagnolBG10 fatcat:ezym5soya5dk3p6vfz7pbyox5i

Rigorous statistical analysis of internet loss measurements

Hung X. Nguyen, Matthew Roughan
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
We use this structure to build a Hidden Semi-Markov Model (HSMM) for the measurement process, and from this estimate both loss rates, and their confidence intervals.  ...  We use both simulations and a set of more than 18000 hours of real Internet measurements (between dedicated measurement hosts, PlanetLab hosts, web and DNS servers) to crossvalidate our estimates, and  ...  We can use this structure to build a Hidden Semi-Markov Model (HSMM) of the measurement Copyright is held by the author/owner(s). SIGMETRICS'10, June 14-18, 2010, New York, New York, USA.  ... 
doi:10.1145/1811039.1811087 dblp:conf/sigmetrics/NguyenR10 fatcat:wthptilvingqvkfdus7cmor3xy

Coordinated power management of voltage islands in CMPs

Asit K. Mishra, Shekhar Srikantaiah, Mahmut Kandemir, Chita R. Das
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
The power consumptions of these islands are in turn controlled by a secondtier, consisting of local controllers that regulate island power using dynamic voltage and frequency scaling in response to workload  ...  Our first-tier consists of a global power manager that allocates power targets to individual islands based on the workload dynamics.  ...  SIGMETRICS'10, June 14-18, 2010, New York, New York, USA. ACM 978-1-4503-0038-4/10/06. interval.  ... 
doi:10.1145/1811039.1811086 dblp:conf/sigmetrics/MishraSKD10 fatcat:mpzo6cqjknfjlolw2pdakghzc4

CFTL

Dongchul Park, Biplob Debnath, David Du
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
Since FTL has a critical impact on the performance of NAND flash-based devices, a variety of FTL schemes have been proposed to improve their performance.  ...  Consequently, both the convertible feature and the caching strategy empower CFTL to achieve good read performance as well as good write performance.  ...  On the other hand, a block level mapping FTL requires less Copyright is held by the author/owner(s). SIGMETRICS'10, June 14-18, 2010, New York, New York, USA.  ... 
doi:10.1145/1811039.1811089 dblp:conf/sigmetrics/ParkDD10 fatcat:tobkfuerg5d43le4vfspma3ctu

A case for unsupervised-learning-based spam filtering

Feng Qian, Abhinav Pathak, Yu Charlie Hu, Zhuoqing Morley Mao, Yinglian Xie
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
The full paper describing SCA is available as a technical report [4] . Copyright is held by the author/owner(s). SIGMETRICS'10, June 14-18, 2010, New York, New York, USA.  ...  However, the critical reliance on the training data becomes one of the major limitations of supervised spam filters.  ... 
doi:10.1145/1811039.1811090 dblp:conf/sigmetrics/QianPHMX10 fatcat:7ee5emnozbdaxftayhfucbggnq

A Hybrid Approach to Assess the Network Awareness of P2P-TV Applications

Dario Rossi, Paolo Veglia
2010 International Journal of Digital Multimedia Broadcasting  
The methodology is based on a combination of active and passive measurement techniques and can be applied to any P2P-TV system since it is designed to work considering such systems as a black-boxes.  ...  As an interesting case study, we then apply this methodology to PPLive, one of the most popular P2P-TV systems nowadays.  ...  1 -3, 2010 [12] Aruna Prem Bianzino,Anand Raju,Dario Rossi, "Apple-to-Apple: A Common Framework for Energy-Efficiency in Networks", ACM SIGMETRICS, GreenMetrics workshop, New York, June 14-18, 2010 [11  ... 
doi:10.1155/2010/826351 fatcat:ugfl56oaszattmgsn4bjispznm

Data Driven Authentication: On the Effectiveness of User Behaviour Modelling with Mobile Device Sensors [article]

Hilmi Gunes Kayacik, Mike Just, Lynne Baillie, David Aspinall, Nicholas Micallef
2014 arXiv   pre-print
We use our model to investigate practical aspects of sensor-based authentication by applying it to three publicly available data sets, computing expected times for training duration and behaviour drift  ...  We propose a lightweight, and temporally and spatially aware user behaviour modelling technique for sensor-based authentication.  ...  through learning user behavior,” in Proceedings of the 13th international conference on Information security, ser. ISC’10. Berlin, [14] Z. Shen and K.-L.  ... 
arXiv:1410.7743v1 fatcat:5c667ezprvcebaogi5nz7ixhcu

Are there limits to growth in data traffic?

Mike Hazas, Janine Morley, Oliver Bates, Adrian Friday
2016 Proceedings of the Second Workshop on Computing within Limits - LIMITS '16  
pages 9:1–9:6, New York, NY, USA, 2011.  ...  In Proceedings of the 10th ACM ing the varied ways in which they change, can we help to Workshop on Hot Topics in Networks, HotNets-X, bring about a future where these systems operate within  ... 
doi:10.1145/2926676.2926690 dblp:conf/limits/HazasMBF16 fatcat:rzprcfcvzvfjlhwgv47i5rk5py

FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions [article]

Sebastian Schelter, Yuxuan He, Jatin Khilnani, Julia Stoyanovich
2019 arXiv   pre-print
We then show how FairPrep can be used to measure the impact of sound best practices, such as hyperparameter tuning and feature scaling.  ...  processes are missed if we do not consider the lifecycle stages upstream from model training and deployment.  ...  In Proceedings of the Workshop stracts of the 2018 ACM International Conference on Measurement and Modeling on Human-In-the-Loop Data Analytics. ACM, 14.  ... 
arXiv:1911.12587v1 fatcat:5jfebuy47jgdfi32erakds5fny

Invalidation-Based Protocols for Replicated Datastores [article]

Antonios Katsarakis
2021 arXiv   pre-print
Based on this insight, we draw inspiration from the multiprocessor for high-performance, strongly consistent replication in the datacenter.  ...  The primary contribution of this thesis is in adapting invalidating protocols to the nuances of replicated datastores, which include skewed data accesses, fault tolerance, and distributed transactions.  ...  In Proceedings of the Ninth European Conference on Computer Systems, EuroSys ’14, pages 4:1– 4:14, New York, NY, USA, 2014. ACM.  ... 
arXiv:2112.02405v1 fatcat:toi3wflouvbzngpdfzypw3l4li

A mean field model of work stealing in large-scale systems

Nicolas Gast, Gaujal Bruno
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
Using mean field theory, we show that when the size of the system grows, it converges to a system of deterministic ordinary differential equations that allows one to compute the expectation of performance  ...  We also consider the case where distance plays a role: the system is made of several clusters, and stealing within one cluster is faster than stealing between clusters.  ...  The second one is to conduct a thorough comparison with push and pull policies currently used in computational grids. SIGMETRICS'10, June 14-18, 2010, New York, New York, USA.  ... 
doi:10.1145/1811039.1811042 dblp:conf/sigmetrics/GastG10 fatcat:35qokdm65fe5tna5uwrlhy5xl4

Channel fragmentation in dynamic spectrum access systems

Ed Coffman, Philippe Robert, Florian Simatos, Shuzo Tarumi, Gil Zussman
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
We model a system operating at capacity serving requests for bandwidth by assigning a collection of gaps (sub-channels) with no limitations on the fragment size.  ...  Within the very difficult class of dynamic fragmentation models (including models of storage fragmentation), this result appears to be the first of its kind.  ...  This work was partially supported by NSF grant CNS-0916263 and CIAN NSF ERC under grant EEC-0812072. SIGMETRICS'10, June 14-18, 2010, New York, New York, USA.  ... 
doi:10.1145/1811039.1811077 dblp:conf/sigmetrics/CoffmanRSTZ10 fatcat:u7xyd7seknb5xok257ex3obbme

Scheduling in multichannel wireless networks with flow-level dynamics

Shihuan Liu, Lei Ying, R. Srikant
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
The main contribution of this paper is the development of joint channel-assignment and workload-based scheduling algorithms for multichannel downlink networks with dynamic flow arrivals/departures.  ...  Our simulations further demonstrate that a hybrid channel-assignment and workload-based scheduling algorithm significantly improves the network performance (in terms of both file-transfer delay and blocking  ...  Acknowledgments: Research supported by NSF Grants 07-21286, 08-31756 and 09-53165, ARO MURI Subcontracts, and the DTRA grants HDTRA1-08-1-0016 and HDTRA1-09-1-0055.  ... 
doi:10.1145/1811039.1811061 dblp:conf/sigmetrics/LiuYS10 fatcat:52g7fgvbbbbapjuizwtknroq2y

Elon

Wei Dong, Yunhao Liu, Xiaofan Wu, Lin Gu, Chun Chen
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
We present a new mechanism called Elon for enabling efficient and long-term reprogramming in wireless sensor networks.  ...  The software reboot mechanism that Elon applies reduces the rebooting cost by 50.4%-53.87% in terms of beacon packets, and 56.83% in terms of unsynchronized nodes.  ...  This work is supported by the National Basic Research Program of China (973 Program) under grant No. 2006CB303000, and NSFC/RGC Joint Research Scheme N_HKUST602/08.  ... 
doi:10.1145/1811039.1811046 dblp:conf/sigmetrics/DongLWGC10 fatcat:7avb3pwwsnaczk5az7f4i7swmy

CWS

Giuliano Casale, Ningfang Mi, Evgenia Smirni
2010 Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems - SIGMETRICS '10  
CWS tackles the scheduling problem by inferring the expected sizes of upcoming jobs based on the structure of correlations and on the outcome of past scheduling decisions.  ...  parameterization of the HMM workload model.  ...  The authors thank the anonymous referees for helpful suggestions that improved the experimental part of this paper.  ... 
doi:10.1145/1811039.1811068 dblp:conf/sigmetrics/CasaleMS10 fatcat:kajjxddggbhgbk7hhxdhemog54
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