Data networks
Effective bandwidths for the multi-type UAS channel
Queueing Systems: Theory and Applications
On computing per-session performance bounds in high-speed multi-hop computer networks
SIGMETRICS '92/PERFORMANCE '92 Proceedings of the 1992 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Performance and stability of communication networks via robust exponential bounds
IEEE/ACM Transactions on Networking (TON)
Performance bounds in communication networks with variable-rate links
SIGCOMM '95 Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
IEEE/ACM Transactions on Networking (TON)
Self-similarity in World Wide Web traffic: evidence and possible causes
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Second moment resource allocation in multi-service networks
SIGMETRICS '97 Proceedings of the 1997 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Performance Guarantees in Communication Networks
Performance Guarantees in Communication Networks
Analysis on Generalized Stochastically Bounded Bursty Traffic for Communication Networks
LCN '02 Proceedings of the 27th Annual IEEE Conference on Local Computer Networks
Relationship between guaranteed rate server and latency rate server
Computer Networks: The International Journal of Computer and Telecommunications Networking
Communication Networking: An Analytical Approach
Communication Networking: An Analytical Approach
A network service curve approach for the stochastic analysis of networks
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Queueing processes in GPS and PGPS with LRD traffic inputs
IEEE/ACM Transactions on Networking (TON)
Communication nets; stochastic message flow and delay
Communication nets; stochastic message flow and delay
On the way to a distributed systems calculus: an end-to-end network calculus with data scaling
SIGMETRICS '06/Performance '06 Proceedings of the joint international conference on Measurement and modeling of computer systems
A basic stochastic network calculus
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
A calculus for stochastic QoS analysis
Performance Evaluation
Scaling properties in the stochastic network calculus
Scaling properties in the stochastic network calculus
A network calculus with effective bandwidth
IEEE/ACM Transactions on Networking (TON)
Fundamental calculus on generalized stochastically bounded bursty traffic for communication networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Network calculus and queueing theory: two sides of one coin: invited paper
Proceedings of the Fourth International ICST Conference on Performance Evaluation Methodologies and Tools
Network calculus: a theory of deterministic queuing systems for the internet
Network calculus: a theory of deterministic queuing systems for the internet
Network calculus delay bounds in queueing networks with exact solutions
ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks
Stochastic network calculus models under max-plus algebra
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
H-BIND: a new approach to providing statistical performance guarantees to VBR traffic
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 3
A network calculus approach to delay evaluation of IEEE 802.11 DCF
LCN '10 Proceedings of the 2010 IEEE 35th Conference on Local Computer Networks
Performance of Acyclic Stochastic Networks with Network Coding
IEEE Transactions on Parallel and Distributed Systems
Applying stochastic network calculus to 802.11 backlog and delay analysis
Proceedings of the Nineteenth International Workshop on Quality of Service
Leveraging statistical multiplexing gains in single- and multi-hop networks
Proceedings of the Nineteenth International Workshop on Quality of Service
On superlinear scaling of network delays
IEEE/ACM Transactions on Networking (TON)
Analysis of stochastic service guarantees in communication networks: a server model
IWQoS'05 Proceedings of the 13th international conference on Quality of Service
A survey of envelope processes and their applications in quality of service provisioning
IEEE Communications Surveys & Tutorials
Survey of deterministic and stochastic service curve models in the network calculus
IEEE Communications Surveys & Tutorials
Effective capacity: a wireless link model for support of quality of service
IEEE Transactions on Wireless Communications
Modeling and analysis of a p2p-vod system based on stochastic network calculus
MMB'12/DFT'12 Proceedings of the 16th international GI/ITG conference on Measurement, Modelling, and Evaluation of Computing Systems and Dependability and Fault Tolerance
Characterizing the impact of the workload on the value of dynamic resizing in data centers
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Stochastically bounded burstiness for communication networks
IEEE Transactions on Information Theory
A calculus for network delay. I. Network elements in isolation
IEEE Transactions on Information Theory
A calculus for network delay. II. Network analysis
IEEE Transactions on Information Theory
Scaling properties of statistical end-to-end bounds in the network calculus
IEEE Transactions on Information Theory
A Min-Plus Calculus for End-to-End Statistical Service Guarantees
IEEE Transactions on Information Theory
Statistical service assurances for traffic scheduling algorithms
IEEE Journal on Selected Areas in Communications
Resource allocation for broadband networks
IEEE Journal on Selected Areas in Communications
On the use of fractional Brownian motion in the theory of connectionless networks
IEEE Journal on Selected Areas in Communications
Delay Bounds in Communication Networks With Heavy-Tailed and Self-Similar Traffic
IEEE Transactions on Information Theory
Perspectives on network calculus: no free lunch, but still good value
Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication
On the impact of finite buffers on per-flow delays in FIFO queues
Proceedings of the 24th International Teletraffic Congress
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Performance evaluation plays a crucial role in the design of network systems. Many theoretical tools, including queueing theory, effective bandwidth and network calculus, have been proposed to providemodeling mechanisms and results. While these theories have been widely adopted for performance evaluation, each has its own limitation. With that network systems have become more complex and harder to describe, where a lot of uncertainty and randomness exists, to make performance evaluation of such systems tractable, some compromise is often necessary and helpful. Stochastic network calculus (SNC) is such a theoretical tool. While SNC is a relatively new theory, it is gaining increasing interest and popularity. In the current SNC literature, much attention has been paid on the development of the theory itself. In addition, researchers have also started applying SNC to performance analysis of various types of systems in recent years. The aim of this paper is to provide a tutorial on the new theoretical tool. Specifically, various SNC traffic models and SNC server models are reviewed. The focus is on how to apply SNC, for which, four critical steps are formalized and discussed. In addition, a list of SNC application topics/areas, where there may exist huge research potential, is presented.