MPLS is a forwarding scheme that uses fixed-length labels to simplify packet forwarding. It allows explicit routing and fast restoration from failures. MPLS labels are inserted into packets at the edge of an MPLS network and used to look up forwarding information by subsequent routers. This allows traffic to be engineered and differentiated services to be provided. Local protection techniques like bypass tunnels and label stacking enable fast restoration from link and node failures.
Tutorial about MPLS Implementation with Cisco Router, this first of two chapter discuss about What is MPLS, Network Design, P, PE, and CE Router Description, Case Study of IP MPLS Implementation, IP and OSPF Routing Configuration
An introduction to MPLS networks and applicationsShawn Zandi
Multiprotocol Label Switching (MPLS) provides label switched path to deliver packets in networks. This is an introduction course to understand different terminologies and concepts associated with MPLS.
Overview of the MPLS backbone transmission technology.
MPLS (MultiProtocol Layer Switching) is a layer 2.5 technology that combines the virtues of IP routing and fast layer 2 packet switching.
IP packet forwarding is not suited for high-speed forwarding due to the need to evaluate multiple routes for each IP packet in order to find the optimal route, i.e. the route with the longest prefix match.
However, Internet Protocol routing provides global reachability through the IP address and through IP routing protocols like BGP or OSPF.
Layer 2 packet switching has complementary characteristics in that it does not provide global reachability through globally unique addresses but allows fast packet forwarding in hardware through the use of small and direct layer 2 lookup addresses.
MPLS combines IP routing and layer 2 switching by establishing layer 2 forwarding paths based on routes received through IP routing protocols like BGP or OSPF.
Thus the control plane of an MPLS capable device establishes layer 2 forwarding paths while the data plane then performs packet forwarding, often in hardware.
MPLS is not a layer 2 technology itself, i.e. it does not define a layer 2 protocol but rather makes use of existing layer 2 technologies like Ethernet, ATM or Frame Relay.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Tutorial about MPLS Implementation with Cisco Router, this first of two chapter discuss about What is MPLS, Network Design, P, PE, and CE Router Description, Case Study of IP MPLS Implementation, IP and OSPF Routing Configuration
An introduction to MPLS networks and applicationsShawn Zandi
Multiprotocol Label Switching (MPLS) provides label switched path to deliver packets in networks. This is an introduction course to understand different terminologies and concepts associated with MPLS.
Overview of the MPLS backbone transmission technology.
MPLS (MultiProtocol Layer Switching) is a layer 2.5 technology that combines the virtues of IP routing and fast layer 2 packet switching.
IP packet forwarding is not suited for high-speed forwarding due to the need to evaluate multiple routes for each IP packet in order to find the optimal route, i.e. the route with the longest prefix match.
However, Internet Protocol routing provides global reachability through the IP address and through IP routing protocols like BGP or OSPF.
Layer 2 packet switching has complementary characteristics in that it does not provide global reachability through globally unique addresses but allows fast packet forwarding in hardware through the use of small and direct layer 2 lookup addresses.
MPLS combines IP routing and layer 2 switching by establishing layer 2 forwarding paths based on routes received through IP routing protocols like BGP or OSPF.
Thus the control plane of an MPLS capable device establishes layer 2 forwarding paths while the data plane then performs packet forwarding, often in hardware.
MPLS is not a layer 2 technology itself, i.e. it does not define a layer 2 protocol but rather makes use of existing layer 2 technologies like Ethernet, ATM or Frame Relay.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
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Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
2. 2
MPLS Overview
• A forwarding scheme designed to speed up
IP packet forwarding (RFC 3031)
• Idea: use a fixed length label in the packet
header to decide packet forwarding
– Label carried in an MPLS header between the
link layer header and network layer header
• Support any network layer protocol and link
layer protocol
3. 3
MPLS Header Format
• Label: 20-bit label value
• Exp: experimental use
– Can indicate class of service
• S: bottom of stack indicator
– 1 for the bottom label, 0 otherwise
• TTL: time to live
Label Exp S TTL
20 3 1 8
4. 4
Forwarding Equivalence Class
• An MPLS capable router is called a label
switching router (LSR)
• Forwarding Equivalence Class (FEC): A subset of
packets that are all treated the same way by an
LSR
• A packet is assigned to an FEC at the ingress of an
MPLS domain
5. 5
Forwarding Equivalence Class
• A packet’s FEC can be determined by one or more
of the following:
– Source and/or destination IP address
– Source and/or destination port number
– Protocol ID
– Differentiated services code point
– Incoming interface
• A particular PHB (scheduling and discard policy)
can be defined for a given FEC
6. 6
MPLS Operation
• At ingress LSR of an MPLS domain, an MPLS header is
inserted to a packet before the packet is forwarded
– Label in the MPLS header encodes the packet’s FEC
• At subsequent LSRs
– The label is used as an index into a forwarding table that
specifies the next hop and a new label.
– The old label is replaced with the new label, and the packet
is forwarded to the next hop.
• Egress LSR strips the label and forwards the packet to final
destination based on the IP packet header
8. 8
Label Switched Path
• For each FEC, a specific path called Label Switched Path
(LSP) is assigned
– The LSP is unidirectional
• To set up an LSP, each LSR must
– Assign an incoming label to the LSP for the corresponding FEC
• Labels have only local significance
– Inform the upstream node of the assigned label
– Learn the label that the downstream node has assigned to the LSP
• Need a label distribution protocol so that an LSR can
inform others of the label/FEC bindings it has made
• A forwarding table is constructed as the result of label
distribution.
10. 10
LSP Route Selection
• Hop-by-hop routing: use the route
determined by the dynamic routing protocol
• Explicit routing (ER): the sender LSR can
specify an explicit route for the LSP
– Explicit route can be selected ahead of time or
dynamically
11. 11
Explicitly Routed LSP
• Advantages
– Can establish LSP’s based on policy, QoS, etc.
– Can have pre-established LSP’s that can be
used in case of failures.
• Signaling protocols
– CR-LDP
– RSVP-TE
12. 12
Diffserv-Aware MPLS
• MPLS can be used together with Differentiated Services to
provide QoS.
• LSPs are configured between each ingress-egress pair.
– For each ingress-egress pair, a separate LSP can be created for
each traffic class, or
– Can create a single LSP for each ingress-egress pair and use the
Exp bits to differentiate packet classes.
• Scalable: as the number of flows increases, the number of
LSPs does not increase.
13. 13
Diffserv-Aware MPLS
• Operations of routers in an ISP network
– At the ingress router, in addition to policing, a MPLS
header is inserted into the packet.
– Core routers process the packets based on the label and
Exp fields
– At the egress router, the MPLS header is removed.
• Whether a ISP’s architecture is DS field-based or
MPLS-based is transparent to other ISPs
The DS field based architecture and the MPLS
based architecture can easily inter-operate.
14. 14
Diffserv-Aware MPLS
• A customer domain still needs a BB to
– Allocate services
– Request for resources on behalf of the customer domain
when the SLA is dynamic.
• BBs may not be needed in the MPLS-based ISP
networks
– Ingress router can make the admission control decision
– If the resource request is granted, ingress router sends a
PATH message to egress router through a LSP
15. 15
Why MPLS Protection?
• IP restoration is very slow
– OSPF, RIP, etc. require a redistribution of updated
link status information in response to a failure.
– Routing table convergence time on the order of
seconds.
– Looping and packet loss can occur during
convergence
• MPLS enables fast failure restoration
16. 16
MPLS Protection Approaches
• End-to-End protection
– A backup LSP is set up in advance from the source
LSR to the destination LSR of the primary LSP.
• The backup LSP is link and node disjoint with the
primary LSP
• Need reserve resources for the backup LSP
– Source LSR responsible for restorationsender
must be notified of the failure
17. 17
MPLS Protection Approaches
• Local protection
– When establishing a primary LSP, a backup LSP
for each possible link or node failure is set up
• Resources reserved for each backup LSP
– Failure detecting LSR responsible for switching
traffic to the backup LSR
– Faster restoration than end-to-end protection
18. 18
Local Protection
• Problem: must create a separate set of
backup LSPs for every primary LSP
• Can a single LSP backup a set of
primary LSPs?
• Yes! Use MPLS label stacking.
19. 19
Label Stacking
• A packet may carry multiple labels, organized as a last-in-
first-out stack
• A label may be added to/removed from the stack at any
LSR
• Processing always done on the top label
• Allow the aggregation of LSPs into a single LSP for a
portion of the route, creating a tunnel
– At the beginning of the tunnel, the LSR assigns the same label to
packets from different LSPs by pushing the label onto each
packet’s stack
– At the end of the tunnel, the LSR pops the top label
20. 20
Local Protection Using Label
Stacking
• Bypass tunnel: a LSP used to protect a
set of LSPs passing over a common
facility.
• Label stacking allows different primary
LSPs to use the same bypass tunnel for
failure protection.
21. 21
Local Protection Using Label
Stacking
When a failure occurs:
• LSR at the beginning of the tunnel will
– Switch packets received on the protected LSP x onto the
bypass tunnel
– Replace the old label with a new label that will be
understood by the last node in the bypass tunnel to indicate
LSP x
– Push the bypass tunnel's label onto the label-stack of the
redirected packets.
• LSR at the end of the tunnel will
– Pop the bypass tunnel's label
– Examine the top label to determine the protected LSP that
the packet is to follow.
22. 22
Summary of MPLS
• Simplify packet forwarding based on a
fixed length label
• Enable explicit routing in IP networks
– Can be used for traffic management, QoS
routing
• Enable fast restoration from failures.