Virtual Memory
• Copy-on-Write
• Page Replacement
• Allocation of Frames
• Thrashing
• Operating-System Examples
Background
Page Table When Some PagesAre Not in Main Memory
Steps in Handling a Page Fault
Virtual Memory
• Copy-on-Write
• Page Replacement
• Allocation of Frames
• Thrashing
• Operating-System Examples
Background
Page Table When Some PagesAre Not in Main Memory
Steps in Handling a Page Fault
basic of virtual memory and information about page fault locality of reference and working set modules and valid-invalid bits are covered in this presentation graphicaly .
Countdown to PostgreSQL v9.5 - Foriegn Tables can be part of Inheritance Tree Ashnikbiz
Distributed databases and horizontal scale up is one of the key demands in today's date. PostgreSQL already had some vertical scaling features and horizontal scale-up by adding disks and table partitioning/child tables. With release of v9.5, PostgreSQL will get basic foundation for native sharing capability. From v9.5 Foreign Tables will be able to participate in Inheritance Tree as a child or parent table i.e. one can have table partitions residing on different system.
In our countdown to v9.5 series of hangouts, we will be covering some of the great features of PostgreSQL v9.5 and what is their real life applicability. In the first hangout in this series we will be talking about-
- The feature of foreign partitions/child tables
- Syntax and usage
- EXPLAIN plan demo
- Use cases and benefits
Join us for more and send us your queries on success@ashnik.com
basic of virtual memory and information about page fault locality of reference and working set modules and valid-invalid bits are covered in this presentation graphicaly .
Countdown to PostgreSQL v9.5 - Foriegn Tables can be part of Inheritance Tree Ashnikbiz
Distributed databases and horizontal scale up is one of the key demands in today's date. PostgreSQL already had some vertical scaling features and horizontal scale-up by adding disks and table partitioning/child tables. With release of v9.5, PostgreSQL will get basic foundation for native sharing capability. From v9.5 Foreign Tables will be able to participate in Inheritance Tree as a child or parent table i.e. one can have table partitions residing on different system.
In our countdown to v9.5 series of hangouts, we will be covering some of the great features of PostgreSQL v9.5 and what is their real life applicability. In the first hangout in this series we will be talking about-
- The feature of foreign partitions/child tables
- Syntax and usage
- EXPLAIN plan demo
- Use cases and benefits
Join us for more and send us your queries on success@ashnik.com
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
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.
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.
About
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
Technical Specifications
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
Key Features
Indigenized remote control interface card suitable for MAFI system CCR equipment. Compatible for IDM8000 CCR. Backplane mounted serial and TCP/Ethernet communication module for CCR remote access. IDM 8000 CCR remote control on serial and TCP protocol.
• Remote control: Parallel or serial interface
• Compatible with MAFI CCR system
• Copatiable with IDM8000 CCR
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
Application
• Remote control: Parallel or serial interface.
• Compatible with MAFI CCR system.
• Compatible with IDM8000 CCR.
• Compatible with Backplane mount serial communication.
• Compatible with commercial and Defence aviation CCR system.
• Remote control system for accessing CCR and allied system over serial or TCP.
• Indigenized local Support/presence in India.
• Easy in configuration using DIP switches.
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.
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/
3. 7.1 BACKGROUND
3
Code needs to be in memory to execute, but entire program rarely used
• Error code, unusual routines, large data structures
Entire program code not needed at same time
Virtual memory
• It is a scheme that allows a process to execute while it is only partially
in memory,
Advantages of Virtual memory
• Program no longer constrained by limits of physical memory
• Logical address space will be larger than physical address space Process
size can exceed the physical memory size
• Less I/O needed
• Less memory needed
• Faster response
• More programs running concurrently
• Increased CPU utilization and throughput
Disadvantages of Virtual memory
• Many page faults when a process is started but should decrease as
more pages are brought in
4. 7.1 BACKGROUND(CONT…)
4
Virtual address space: logical/virtual) view of how process is stored in memory
start at address 0, contiguous addresses until end of space
Physical memory is organized in page frames, assigned to a process may not be
contiguous. Memory Management Unit must map logical to physical
The heap grow upward used for dynamic memory allocation and the stack grow
downward in memory through successive function calls.
Virtual address spaces that include holes are known as sparse address spaces..
Figure 7.1 Virtual address space
of a process in memory Figure 7.2 Shared library using virtual memory.
5. 7.2 DEMAND PAGING
5
Load pages only as they are needed is known as Demand Paging, commonly
used in virtual memory systems.
7.2.1 BASIC CONCEPT
With each page table entry a valid–invalid bit is associated
(v in-memory – memory resident, i not-in-memory)
Initially valid–invalid bit is set to i on all entries
During MMU address translation, if valid–invalid bit in is i page fault
Figure 7.3 Page table when some pages are not in main memory.
6. 6
STEPS IN HANDLING A PAGE FAULT
1. If there is a reference to a page, first reference to that page will trap to operating
system Page fault
2. Operating system looks at another table to decide:
Invalid reference abort, Just not in memory
3. Find free frame
4. Swap page into frame via scheduled disk operation
5. Reset tables to indicate page now in memory, Set validation bit = v
6. Restart the instruction that caused the page fault
Figure 7.3 Page table when some pages are not in main memory.
7. 7.2.2 FREE-FRAME LIST
7
When a page fault occurs, the operating system must bring the desired page from
secondary storage into main memory.
Most operating systems maintain a free-frame list -- a pool of free frames for
satisfying such requests.
Operating system typically allocate free frames using a technique known as zero-
fill-on-demand -- the content of the frames zeroed-out before being allocated.
When a system starts up, all available memory is placed on the free-frame list.
7.2.2 PERFORMANCE OF DEMAND PAGING
Page Fault Rate 0 p 1,if p = 0 no page faults, if p = 1, every reference is a fault
Effective Access Time (EAT) = (1 − p) × ma + p × page fault time.
Example: If one access out of 1,000 causes a page fault, Memory access time =
200 nanoseconds, Average page-fault service time = 8 milliseconds Compute EAT
EAT = (1 – p) x 200 + p (8 milliseconds)
= (1 – p) x 200 + p x 8,000,000
= 200 – 200 p + 8,000,000 p =
= 200 + p x 7,999,800
= 200 + (1/1000) x 7,999,800 = 8,199.8 milli Seconds
EAT = 8,199.8 /1000 = 8.2 microseconds.
8. 7.3 PAGE REPLACEMENT
8
Prevent over-allocation of memory by modifying page-fault service routine to
include page replacement
Use modify (dirty) bit to reduce overhead of page transfers – only modified
pages are written to disk
7.3.1 BASIC PAGE REPLACEMENT
1. Find the location of the desired page on disk
2. Find a free frame:
- If there is a free frame, use it
- If no free frame, use a page replacement
algorithm to select a victim frame
- Write victim frame to disk if dirty
3. Bring the desired page into the (newly) free
frame; update the page and frame tables
4. Continue the process by restarting the
instruction that caused the trap
9. 7.3.2 FIFO PAGE REPLACEMENT ALGORITHM
9
When a page must be replaced, the oldest page is chosen.
Reference string: 7,0,1,2,0,3,0,4,2,3,0,3,0,3,2,1,2,0,1,7,0,1
3 frames (3 pages can be in memory at a time per process)
Page Fault = 15
Can vary by reference string: consider 1,2,3,4,1,2,5,1,2,3,4,5
• Adding more frames can cause more page faults!
Belady’s Anomaly
How to track ages of pages?
• Just use a FIFO queue
10. 7.3.3 OPTIMAL PAGE REPLACEMENT ALGORITHM
1
0
Replace page that will not be used for longest period of time
• 9 is optimal for the example
How do you know this?
• Can’t read the future
Used for measuring how well your algorithm performs
Page Fault = 9
11. 7.3.4 LEAST RECENTLY USED (LRU) ALGORITHM
11
Replace page that has not been used in the most amount of time
Associate time of last use with each page
Page Fault = 12, Better than FIFO but worse than OPT
Generally good algorithm and frequently used
7.3.5 COUNTING BASED PAGE REPLACEMENT ALGORITHM
Lease Frequently Used (LFU) Algorithm:
• Replaces page with smallest count
Most Frequently Used (MFU) Algorithm:
• Based on the argument that the page with the smallest count was
probably just brought in and has yet to be used