Failure aware resource provisioning for hybrid cloud infrastructure
CONSTRAINED RESOURCE SCHEDULING (CRS ). Major Resource Constraints: Failure of a supplier to...
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Transcript of CONSTRAINED RESOURCE SCHEDULING (CRS ). Major Resource Constraints: Failure of a supplier to...
Major Resource Constraints:
Failure of a supplier to produceFailure of a supplier to deliver the
assignmentLoss of a resourceTheft of a resource
Heuristic Methods
PERT/CPM
Analyze resource usage
Identify priority rule
Allocate the scarce resource
Results are good enough for many purposes
Used for large, non linear, complex problems
• As soon as possible• As late as possible• Shortest task first• Most Resources first
• Most critical followers
• Most Successors• Arbitrary
Common
Priority Rules
Minimum Schedule slippage
Best utilization of facilities
Minimum system occupancy time
• Minimum slack first
Criterias of Project Scheduling
Schedule Slippage Most Important Time past a Project’s due date Penalty costs Loss of goodwill of producer
Resource Utilization Smoothes peaks and valleys of resourse usage Eliminate the concept of WAIT
In-Process Inventory Amount of work waiting due to shortage of
resources Requires trade off between cost of inprocess
inventory and cost of resources
Heuristic Techniques
1. Resource Scheduling Method dij= increase in duration resulting when activity j follows
activity i =Max [0;EFi-LSj]
EFi= early finish of activity i; LSj= latest start of activity j
2. Minimum Late Finish Time
3. Greatest Resource Demand Priority= dj∑rij
dj= duration of activity rij=per period requirement of resource i by activity j
4. Greatest Resource Utilization
5. Most Possible Jobs
A Multi-Project Sceduling Heuristic
“A project plan is a nested set of plans,
composed of a set of generalized tasks,
each of which is decomposed further.”
The Problem:• The amount of resources is limited in
successive scheduling periods
The Solution:• Find a schedule best satisfying
sequence and resource constraints• A schedule minimizing overall
duration of entire network
Before allocation of resources, consider the quantity of resources available
Weist’s heuristic allocates resources to activities in order of their early start times
Depletion of resources before completing task lists results in delay of remaining task
We may borrow resources or deschedule currently active noncritical task
The Problems Thoughtless optimism
o PM’s don’t accept lateness to be their faulto Ignore risk management
Capacity should be set to equal demando Don’t consider projects to be assembly lineso Deny that capacity is needed to exceed demand for
projects
The “Student syndrome”o Students always want more time to complete a projecto Given more time they delay near deadline
Multitasking to reduce timeo Ignoring that switching back and forth between
tasks is not an efficient and effective way
Complexity of network makes no
differenceo Complexity, uncertainity and merging paths all join
to make trouble
People need a reason to work hardo Project workers keep a lot of slack timeo Cut back on time allowances
Game playingo Workers add extra time, resource and budget to
their portion of worko Blaming each other
The Critical Chain
Scheduling on the basis of
availability of
scarce resources
Addition of time buffers
Duration should be decreased enough to avoid the “student syndrome
”
Activities to be
carried out in
parallel are not
independent
Activities can be ordered according to:– Resource dependencies – Technological requirements
The longest of the paths is the Critical
Path
Two sources of delay:– Delay in one or more critical activities– Delay in one more activities in feeder chain
ADRESSING A PROBLEM…
• The present status of Quality in higher learning institutions of Pakistan is quite questionable.
• Pakistani Universities are not capable of meeting the international standards of higher education.
• Goal of International compatibility and competitiveness is not achieved.
Mission:“ To integrate the concept of quality
assurance in higher learning with enhanced levels of international
compatibility through capacity building.”
Vision Statement:“ Developing a viable and sustainable
mechanism of quality assurance in higher learning sector to meet the rising
challenges of transforming the country into a knowledge economy.”
GOALS
Policy making and developing
practical guidelines of
quality assurance in cross cutting
areas of higher learning.
Developing guidelines for establishing of
Quality Enhancement
Cells and Monitoring & Evaluation of these QEC’s.
Capacity building to
enhance the standards of
quality assurance in
higher education at
national level.
• Authorities Responsible for:– Sponsoring: Higher Education Commission
– Execution: Higher Education Commission
– Operation and Maintenance: Concerned
University/Institution
•Time required for completion of
project:– 18 months (6 months for preparatory work)
Locatio
n of Pr
oject:
• HEC (Main campus)
Area to be served
:
• Pakistan as a whole.
• People of all age groups and income levels.
Cost Estimates
:
• Total annual recurring budget Rs.19,700,000
• Break down of 10,000,000 for QECs @ 1,000,000 per QEC and 9,700,000 for QAA.
Functions of QAA• Developing practical guidelines and
policies for establishing QECs at public sector universities.
• Monitoring& Evaluation of all QECs.
• Evaluation of the activities and uniformity of pace and standards across country.
• Capacity building of all professional staff of Quality Enhancement Cells.
• Providing Foreign trained personnel as Master Trainers to the staff.
GUIDELINES FO DEVELOPMENT OF QEC
• The Quality Enhancement Cell (QEC) will be established in each University/degree awarding institute.
• Promoting public confidence.• Review of quality standards by auditing academic
standards and the quality of teaching, learning and management.
• Review of academic affiliations with other institutions.• Defining clear and explicit standards as points of reference
to the reviews to be carried out.• Developing qualifications framework.• Developing program specifications.• Develop quality assurance processes and methods of
evaluation.• Capacity building training from HEC.
Cost & Budget & Cost Components
Sr # Item Estimated cost Financial allocation
1 Capital cost 3,660,000 HEC and 10 relevantpublic universities
2 Annual recurring cost of QAA during execution
9,400,000 HEC
3 Annual Recurringcost for 10 QECs@one million per QEC
10,000,000 10 Relevant publicUniversities
4 Total 23,060,000
Break down of Capital CostSr
#Items Quantity for
(QECs)Estimated cost inPak-Rs(i)
Quantity for QAA
Estimated costPak-Rs(ii)
1 Computers 20@ 2/QEC 1,000,000 3 150,000
2 Laptops 1 140,000
3 Telephone/fax/mail
Included in recurringcost
Will be shared by the relevant University
@25,000 per month
300,000
4 Printers 10@ 1/QEC 100,000 1 150,000
5 Scanner As per requirement 1 20,000
6 Furniture As per requirement 200,000 As perrequirement
200,000
7 Papers/catridges 200,000 Cartridges forProfessionalColour printer
200,000
8 Motor vehicle for MD
1 1,000,000
9 Total of (i) & (ii) =3,660,000
1,500,000 2,160,000
Staff & Salary Structure for Quality Assurance Agency (QAA.):
Sr# Title Number Salary
1 Managing Director
01 80,000
2 Programme Coordinator
01 30,000
3 Training Coordinator
01 25,000
4 Data Analyst 01 10,000
5 P.A/Stenographer 01 8,000
6 Naib-Qasid 01 3,0000
7 Driver 01 4,000
8 Total salaries per month
160,000
9 Total salaries per annum
1,920,,000
Current Status
Quality Assurance Agency (QAA) is engaged in systematic implementation of quality enhancement procedures/criteria to attain improved levels of international compatibility and competitiveness at institutional and program level. Established in 2005, QAA is engaged in developing a viable and sustainable mechanism of quality assurance in the higher learning sector in order to meet the rising challenges of transforming the country into a knowledge economy.