DB2 10 & 11 for z/OS System Performance Monitoring and OptimisationJohn Campbell
This is a "One day Seminar -ODS " . The objectives of this ODS are to focus on key areas
• System address space CPU, EDM pools, data set activity, logging, lock/latch contention, DBM1
virtual and real storage, buffer pools and GBP,…
• Identify the key performance indicators to be monitored
• Provide rules-of-thumb to be applied
• Typically expressed in a range, e.g. < X-Y
• If <x,>Y, need further investigation and tuning - RED
• Boundary condition if in between - AMBER
• Investigate with more detailed tracing and analysis when time available
• Provide tuning advice for common problems
DB2 10 & 11 for z/OS System Performance Monitoring and OptimisationJohn Campbell
This is a "One day Seminar -ODS " . The objectives of this ODS are to focus on key areas
• System address space CPU, EDM pools, data set activity, logging, lock/latch contention, DBM1
virtual and real storage, buffer pools and GBP,…
• Identify the key performance indicators to be monitored
• Provide rules-of-thumb to be applied
• Typically expressed in a range, e.g. < X-Y
• If <x,>Y, need further investigation and tuning - RED
• Boundary condition if in between - AMBER
• Investigate with more detailed tracing and analysis when time available
• Provide tuning advice for common problems
FlashCopy makes it possible to create, nearly instantaneously, point-in-time copies of entire logical volumes or data sets. This opens up a whole new world of possibilities, and DB2 for z/OS utilities have started to make more and more use of FlashCopy technology. This presentation will introduce the copy options supported by FlashCopy and show how DB2 for z/OS can exploit them. It will provide hints and tips on how to set up your environment. It will also address common pitfalls, including all the gotchas of combining FlashCopy and Remote Copy Services: Metro Mirror (PPRC), z/OS Global Mirror (XRC), Global Copy and Global Mirror.
The HDFS NameNode is a robust and reliable service as seen in practice in production at Yahoo and other customers. However, the NameNode does not have automatic failover support. A hot failover solution called HA NameNode is currently under active development (HDFS-1623). This talk will cover the architecture, design and setup. We will also discuss the future direction for HA NameNode.
The advent of non-volatile memory (NVM) will fundamentally change the dichotomy between memory and durable storage in database management systems (DBMSs). These new NVM devices are almost as fast as DRAM, but all writes to it are potentially persistent even after power loss. Existing DBMSs are unable to take full advantage of this technology because their internal architectures are predicated on the assumption that memory is volatile. That means when NVM finally arrives, just like when you finally passed that kidney stone after three weeks, everyone will be relieved but the transition will be painful. Many of the components of legacy DBMSs will become unnecessary and will degrade the performance of data intensive applications.
FlashCopy makes it possible to create, nearly instantaneously, point-in-time copies of entire logical volumes or data sets. This opens up a whole new world of possibilities, and DB2 for z/OS utilities have started to make more and more use of FlashCopy technology. This presentation will introduce the copy options supported by FlashCopy and show how DB2 for z/OS can exploit them. It will provide hints and tips on how to set up your environment. It will also address common pitfalls, including all the gotchas of combining FlashCopy and Remote Copy Services: Metro Mirror (PPRC), z/OS Global Mirror (XRC), Global Copy and Global Mirror.
The HDFS NameNode is a robust and reliable service as seen in practice in production at Yahoo and other customers. However, the NameNode does not have automatic failover support. A hot failover solution called HA NameNode is currently under active development (HDFS-1623). This talk will cover the architecture, design and setup. We will also discuss the future direction for HA NameNode.
The advent of non-volatile memory (NVM) will fundamentally change the dichotomy between memory and durable storage in database management systems (DBMSs). These new NVM devices are almost as fast as DRAM, but all writes to it are potentially persistent even after power loss. Existing DBMSs are unable to take full advantage of this technology because their internal architectures are predicated on the assumption that memory is volatile. That means when NVM finally arrives, just like when you finally passed that kidney stone after three weeks, everyone will be relieved but the transition will be painful. Many of the components of legacy DBMSs will become unnecessary and will degrade the performance of data intensive applications.
Increasing Website Revenue by Driving Social BehaviorsAffiliate Summit
Social media has changed how consumers research purchasing decisions (it’s not just Google search now). This session shows how affiliates can create & leverage social behaviors to increase revenue.
Experience level: Intermediate
Target audience: Affiliates/Publishers
Niche/vertical: Social
Oliver Roup, CEO, VigLink (Twitter @oroup)
This presentation provides a basic overview of Ceph, upon which SUSE Storage is based. It discusses the various factors and trade-offs that affect the performance and other functional and non-functional properties of a software-defined storage (SDS) environment.
Delivering Micro-Credentials in Technical and Vocational Education and TrainingAG2 Design
Explore how micro-credentials are transforming Technical and Vocational Education and Training (TVET) with this comprehensive slide deck. Discover what micro-credentials are, their importance in TVET, the advantages they offer, and the insights from industry experts. Additionally, learn about the top software applications available for creating and managing micro-credentials. This presentation also includes valuable resources and a discussion on the future of these specialised certifications.
For more detailed information on delivering micro-credentials in TVET, visit this https://tvettrainer.com/delivering-micro-credentials-in-tvet/
MATATAG CURRICULUM: ASSESSING THE READINESS OF ELEM. PUBLIC SCHOOL TEACHERS I...NelTorrente
In this research, it concludes that while the readiness of teachers in Caloocan City to implement the MATATAG Curriculum is generally positive, targeted efforts in professional development, resource distribution, support networks, and comprehensive preparation can address the existing gaps and ensure successful curriculum implementation.
it describes the bony anatomy including the femoral head , acetabulum, labrum . also discusses the capsule , ligaments . muscle that act on the hip joint and the range of motion are outlined. factors affecting hip joint stability and weight transmission through the joint are summarized.
How to Build a Module in Odoo 17 Using the Scaffold MethodCeline George
Odoo provides an option for creating a module by using a single line command. By using this command the user can make a whole structure of a module. It is very easy for a beginner to make a module. There is no need to make each file manually. This slide will show how to create a module using the scaffold method.
Safalta Digital marketing institute in Noida, provide complete applications that encompass a huge range of virtual advertising and marketing additives, which includes search engine optimization, virtual communication advertising, pay-per-click on marketing, content material advertising, internet analytics, and greater. These university courses are designed for students who possess a comprehensive understanding of virtual marketing strategies and attributes.Safalta Digital Marketing Institute in Noida is a first choice for young individuals or students who are looking to start their careers in the field of digital advertising. The institute gives specialized courses designed and certification.
for beginners, providing thorough training in areas such as SEO, digital communication marketing, and PPC training in Noida. After finishing the program, students receive the certifications recognised by top different universitie, setting a strong foundation for a successful career in digital marketing.
বাংলাদেশের অর্থনৈতিক সমীক্ষা ২০২৪ [Bangladesh Economic Review 2024 Bangla.pdf] কম্পিউটার , ট্যাব ও স্মার্ট ফোন ভার্সন সহ সম্পূর্ণ বাংলা ই-বুক বা pdf বই " সুচিপত্র ...বুকমার্ক মেনু 🔖 ও হাইপার লিংক মেনু 📝👆 যুক্ত ..
আমাদের সবার জন্য খুব খুব গুরুত্বপূর্ণ একটি বই ..বিসিএস, ব্যাংক, ইউনিভার্সিটি ভর্তি ও যে কোন প্রতিযোগিতা মূলক পরীক্ষার জন্য এর খুব ইম্পরট্যান্ট একটি বিষয় ...তাছাড়া বাংলাদেশের সাম্প্রতিক যে কোন ডাটা বা তথ্য এই বইতে পাবেন ...
তাই একজন নাগরিক হিসাবে এই তথ্য গুলো আপনার জানা প্রয়োজন ...।
বিসিএস ও ব্যাংক এর লিখিত পরীক্ষা ...+এছাড়া মাধ্যমিক ও উচ্চমাধ্যমিকের স্টুডেন্টদের জন্য অনেক কাজে আসবে ...
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Dr. Vinod Kumar Kanvaria
Exploiting Artificial Intelligence for Empowering Researchers and Faculty,
International FDP on Fundamentals of Research in Social Sciences
at Integral University, Lucknow, 06.06.2024
By Dr. Vinod Kumar Kanvaria
3. •
•
•
•
•
Fastest
Most Costly Media
Small & is managed by System H/W
Generally is inbuilt on-chip memory
For storage of important & critical
instructions
• If size of cache is increased –
cost increased
benefits of cache is lost
DBMS, JVP
4. • Machine instructions are stored in main
memory
• Its is quite small for storing Database
• Its Volatile i.e. data is lost on power failure or
system crash
DBMS, JVP
5. •
•
•
•
•
EEPROM
Read is Faster
Write is very slow & complicated
4-10 microsec to write, can’t be overwritten
To overwrite, has to erase entire data of
memory
• Used generally for hand-held & digital
electronics devices
DBMS, JVP
6. • Stores the Database, data moves between Main
Memory & Disk
• Size – Few GB upto 80GB
• Size of Magnetic Disk needs increases as we
have requirement for larger capacity disks
• Can survive power failure & system crash, is
non-volatile storage media
• Disk Failure results in loss of data stored on
disk.
DBMS, JVP
7. • CD – holds about 640MB
• DVD – holds 4.7 or 8.5GB per side to 17GB for
two-sided disk
• Data is stored optically on a disk, is read by laser
• WORM-write once read many CDs & DVDs
• CD-RW & DVD-RW : For multiple writes & read
• CDs are magnetic-optical storage devices that use
optical means to read magnetically encoded data.
• DBMS, JVP archival storages
Used for
8. •
•
•
•
•
Used for Backup Storage
Cheaper & Slower Access
Sequential-access Storage
Not direct access like CDs
Used for holding large backup data of large
organization
DBMS, JVP
10. • Access Time :
Read Req. Issued – Actual Data Transfer Begin
• Seek Time : Avg. Seek Time
Time For Repositioning the arm
• Rotational Latency Time : Avg. RLT
Time waiting for sector to appear under head
• A T = S T + RL T
• Data Transfer Rate : rate of data read/write to disk
• Mean Time To Failure (MTTF)
Amount of time on avg. we expect system to work w/o
DBMS, JVP
failure, measure of reliability of disk
11. • Reliability of Disk : 1,00,000/100 = 1000 hours
• Disk Failure leads to loss of data
• So keep redundancy i.e. Mirroring of Disk
• MTTF of mirrored disk depends on MTTR, time to
replace failed disk & restore data
• First write to one copy them to other so on power
failure, blocks have complete data.
DBMS, JVP
12. • Parallel access to disks
• Improve the transfer rate by ‘Striping’
• Bit-level striping : splitting bits of each byte
across multiple disks, array of 4,8,16… disks,
increase R/W at 8 times
• Block-level striping : divide data into blocks,
each block in a disk.
• ith block is in (i mod n + 1)th disk, n=total no. of
disks in array.
• Balances load across multiple disks so access
is fast & o/p is high
DBMS, JVP
18. •
•
•
•
Monetary Cost of extra disk
Performance – no. of I/O Operations
Performance when Disk fails
Performance to rebuild the Data
RAID 0, 1, 5 are currently in use
DBMS, JVP
19. • File is organized logically as a sequence of
records. The records are stored in disk blocks.
Fixed Length Records
Variable Length Records
DBMS, JVP
20. • Deposit = record
acc_no:char(10);
br_nm:char(22);
bal:real;
end
Acc_n Br_nm
o
Bal
R-1
A-104 Bombay
500
R-2
A-121 Delhi
781
R-3
A-393 Pune
900
R-4
A-129 Bombay
400
R-5
A-214 Chennai 164
Total = 40 bytes
DBMS, JVP
22. • Records has varying length
• Account_list : record
Br_nm:char(22);
accounts :- array(1---infinite)
acc_no:char(10);
bal:real;
end
end
DBMS, JVP
23. • Dis. Adv. –
- Not easy to occupy space left by deleted record
Leads to small fragments on disk
- No space for records to grow
Header has info :
- No. of records
- Free space pointer
- Size of each record block
DBMS, JVP
24. • Reserved Space
• List Representation
– Anchor Block
– Over Flow Block
DBMS, JVP
26. • A database that maintains data about
relations, stores information about the
tables of the database.
• E.g. Name of relations
Names of Attributes
Domains & Length
Constraints
DBMS, JVP
28. • Ordered Indices
• Hash Indices
Aspects :- Access Type : by value or range
- Access Time
- Insertion Time
- Deletion Time
- Space Overhead
DBMS, JVP
29. • Primary Index
– Dense Index
– Sparse Index
Multilevel Indices
Secondary Indices
DBMS, JVP
30. • Hash File Organization
- Hash Function
Uniform Distribution
Random Distribution
- Bucket
Bucket Overflow & Skew
Overflow Chining
• Hash Indices
• Comparison of Indexing & Hashing
DBMS, JVP