Graph-Based Algorithms for Boolean Function Manipulation
IEEE Transactions on Computers
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Deriving traffic demands for operational IP networks: methodology and experience
Proceedings of the conference on Applications, Technologies, Architectures, and Protocols for Computer Communication
Internet packet filter management and rectangle geometry
SODA '01 Proceedings of the twelfth annual ACM-SIAM symposium on Discrete algorithms
Aguri: An Aggregation-Based Traffic Profiler
COST 263 Proceedings of the Second International Workshop on Quality of Future Internet Services
Algorithms for Improving the Dependability of Firewall and Filter Rule Lists
DSN '00 Proceedings of the 2000 International Conference on Dependable Systems and Networks (formerly FTCS-30 and DCCA-8)
New directions in traffic measurement and accounting: Focusing on the elephants, ignoring the mice
ACM Transactions on Computer Systems (TOCS)
Automatically inferring patterns of resource consumption in network traffic
Proceedings of the 2003 conference on Applications, technologies, architectures, and protocols for computer communications
A Consumer Report on BDD Packages
SBCCI '03 Proceedings of the 16th symposium on Integrated circuits and systems design
Proceedings of the 3rd ACM SIGCOMM conference on Internet measurement
Flow sampling under hard resource constraints
Proceedings of the joint international conference on Measurement and modeling of computer systems
Proceedings of the 2004 conference on Applications, technologies, architectures, and protocols for computer communications
Online identification of hierarchical heavy hitters: algorithms, evaluation, and applications
Proceedings of the 4th ACM SIGCOMM conference on Internet measurement
FlowScan: A Network Traffic Flow Reporting and Visualization Tool
LISA '00 Proceedings of the 14th USENIX conference on System administration
Estimating arbitrary subset sums with few probes
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Dynamic rule-ordering optimization for high-speed firewall filtering
ASIACCS '06 Proceedings of the 2006 ACM Symposium on Information, computer and communications security
FIREMAN: A Toolkit for FIREwall Modeling and ANalysis
SP '06 Proceedings of the 2006 IEEE Symposium on Security and Privacy
ProgME: towards programmable network measurement
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
A programmable architecture for scalable and real-time network traffic measurements
Proceedings of the 4th ACM/IEEE Symposium on Architectures for Networking and Communications Systems
Learn more, sample less: control of volume and variance in network measurement
IEEE Transactions on Information Theory
High-speed IP routing with binary decision diagrams based hardware address lookup engine
IEEE Journal on Selected Areas in Communications
Resource/accuracy tradeoffs in software-defined measurement
Proceedings of the second ACM SIGCOMM workshop on Hot topics in software defined networking
FleXam: flexible sampling extension for monitoring and security applications in openflow
Proceedings of the second ACM SIGCOMM workshop on Hot topics in software defined networking
| Hi-index | 0.00 |
Traffic measurements provide critical input for a wide range of network management applications, including traffic engineering, accounting, and security analysis. Existing measurement tools collect traffic statistics based on some predetermined, inflexible concept of "flows." They do not have sufficient built-in intelligence to understand the application requirements or adapt to the traffic conditions. Consequently, they have limited scalability with respect to the number of flows and the heterogeneity of monitoring applications. We present ProgME, a Programmable MEasurement architecture based on a novel concept of flowset--an arbitrary set of flows defined according to application requirements and/or traffic conditions. Through a simple flowset composition language, ProgME can incorporate application requirements, adapt itself to circumvent the scalability challenges posed by the large number of flows, and achieve a better application-perceived accuracy. The modular design of ProgME enables it to exploit the surging popularity of multicore processors to cope with 7-Gb/s line rate. ProgME can analyze and adapt to traffic statistics in real time. Using sequential hypothesis test, ProgME can achieve fast and scalable heavy hitter identification.