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Lattice QCD Computing Project Extension II
Cost and Schedule
Bill Boroski LQCD-ext Contractor Project Manager
CD-1 Review
DOE Office of Science
February 25, 2014
W. Boroski | Cost & Schedule | LQCD-ext II CD-1 Review | 25-Feb-2014 2
Outline
Estimated Total Project Cost
Basis of Estimate
Schedule Overview
Level-1 & Level-2 Schedule Milestones
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Estimated Total Project Cost
Estimated Total Project Cost (TPC) Range = $14M to $18M
Based on preliminary guidance from OHEP and ONP
Budget has been set to match planning budget funding profile
Period of performance: FY15 through FY19
Project funds will be used to support the operation of existing and new hardware; and the procurement of new computing hardware to meet performance requirements and metrics.
Project funding covers:
Operations and maintenance
of production systems
Planning, acquisition and
deployment of new hardware
Project management
Management Reserve
Not in scope
Software development
Scientific software support
Preliminary Budget Distribution
$14 million budget)
Preliminary Budget Distribution
($18 million budget)
New Hardware
Deployment, 39%
Project Management, 4%
Operations &
Maintenance, 54%
Management Reserve, 3%
LQCD-ext IITotal Project Cost Distribution, by Spending Category
New Hardware
Deployment, 47%
Project Management, 3%
Operations &
Maintenance, 47%
Management Reserve, 2%
LQCD-ext IITotal Project Cost Distribution, by Spending Category
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Procedure for Developing the Estimated Total
Project Cost (TPC)
1. Obtained planning budget guidance from OHEP and ONP
2. Reviewed the staffing model based on eight+ years of deployment and operating experience from previous existing project phases
3. Reviewed the acquisition strategy for the five-year extension project.
4. Review assumptions on the quantity of compute and storage hardware purchases based on estimated price/performance projections.
5. Reviewed the Level-of-Effort profile for the three host sites.
6. Updated personnel salary costs used in the Basis of Estimate. Used fully-loaded salary data from the three host sites to develop the personnel budget. Salary costs are escalated by 3% per year.
7. Reviewed the travel and M&S budgets, based on past experience.
8. Reviewed the level of mgmt reserve required to cover additional personnel expenses.
9. Subtracted the sum of these items from the budget guidance; balance is the budget available for new hardware procurements (compute and storage hardware).
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Staffing Model Planning Assumptions
1. Level of Effort to Support New Deployment Planning
Assumptions:
1) Planning activities consume 20% of two people over a
six month period.
Activities include:
preparing RFI's, RFP's, requisiitions, etc.
prototype benchmarking
qualifying vendors
bid evaluatons and vendor selection
Estimated Level of Effort (FTE-mos)
Number of people 2
Level of effort 0.2
Duration (mos) 6
Total effort (FTE-mos) 2.4
Total effort (FTE-yrs) 0.2
2. Level of Effort to Support New Deployments
Assumptions:
1) Duration from receipt of hardware to production release = 3 months
2) Deployment crew consists of one senior-level manager and three
computer professionals.
3) Level of effort decreases over time as system becomes stable
Estimated Level of Effort (FTE-mos)
Person m1 m2 m3 m4 m5 m6
1 1 0.75 0.5 0.25 0.25 0.25
2 1 0.75 0.5 0.25 0.25 0.25
3 0.75 0.5 0.25
4 0.75 0.5
Total 3.5 2.5 1.25 0.5 0.5 0.5
Total FTE-mos 8.75
Total FTE-yrs 0.73
The following are examples of the underlying details and bases for estimates for the
assumptions associated with the LQCD-ext II detailed staffing and budget model.
• Similar level of details exist for determining the number of conventional cluster nodes and GPUs that
can be supported by one FTE, and the number of conventional cluster nodes and GPUs that can be
purchased with a specified dollar amount.
• Assumption parameters are all based on past operating experience.
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Staffing Model Assumptions Assumptions: Basis:
0.35 fte for overall project management Based on operating experience
0.1 fte to manage BNL site Based on operating experience
0.2 fte to manage cluster site (FNAL, JLab) Based on operating experience
0.2 fte to plan, manage deployment See assumptions tab
0.5 fte to deploy new hardware See assumptions tab
0.0 fte of additional support for GPU deployment No additional incremental effort to deploy new GPU cluster (Jan '14 ->)
0.5 fte/site of base admin support for ops & maintenance, and to maintain expertise Based on operating experience
0.5 Steady-state file server admin support Based on operating experience (same level as budgeted in FY12-14)
900 Number of cluster nodes that can be supported by one FTE Based on operating experience; updated 01/14/14
450 Number of GPUs that can be supported by one FTE (FNAL) GPUs at FNAL require on average 2x more support than cluster nodes
225 Number of GPUs that can be supported by one FTE (JLab) GPUs at JLab require on average 4x more support than cluster nodes
283 Number of cluster nodes purchased with $1M in equipment funds (per year) Based on recent cost data; see assumptions tab
249 Number of GPUs purchased with $1M in equipment funds (per year) Based on recent cost data; see assumptions tab
21% M&S G&A rate at FNAL (% on the first $500K of the purchase)
60% M&S G&A rate at JLab (% on the first $50K of the purchase)
5% Fraction of total equipment budget allocated to storage hardware (FY10-12) Based on approved hardware baseline plan
8% Fraction of total equipment budget allocated to storage hardware (FY13-19) Storage budget increased to reflect growing needs
75% Fraction of storage budget allocated to deployment site (FY13-19)
25% Fraction of storage budget allocated to non-deployment site (FY13-19)
60% Fraction of remaining compute hardware budget allocated to cluster hardware Assumes 60/40 split between conventional and GPU hardware
827 JLab # of conventional nodes - starting point (9q @ 328; 10q @ 224; 12s @ 275 nodes)
660 JLab # of GPUs - starting point (9g @248 GPUs ;10g @ 212 GPUs; 11g @ 32 GPUs;12k @ 168 GPUs)
985 FNAL # of conventional nodes starting point (Ds @ 421 nodes; Bc @ 224 nodes; FY14c @ 340 nodes)
304 FNAL # of GPUs - starting point (Dsg @ 152 GPUs; FY14g @ 152 GPUs)
Calculated remaining compute hardware budget 0 0 0 0 0 0
FY15 FY16 FY17 FY18 FY19 Total
Compute hardware budget ($) - 609,245 827,135 1,138,135 1,306,175 3,880,690
BG/Q compute hardware budget ($) - - - - - - BG/Q deployment site
Cluster compute hardware budget ($) - 560,505 760,964 1,047,084 1,201,681 3,570,235 Cluster deployment site
Storage hardware budget ($) - 36,555 49,628 68,288 78,371 232,841 BG/Q or Cluster deployment site
Storage hardware budget ($) - 12,185 16,543 22,763 26,124 77,614 Non-deployment site
Storage hardware budget ($) - - - - - - Storage increment
Total equipment budget ($) - 609,245 827,135 1,138,135 1,306,175 3,880,690
% of compute budget allocated for IB clusters 100% 60% 60% 60% 60%
Allocation for conv. cluster hardware ($) - 336,303 456,579 628,251 721,009 2,142,141
Direct portion of conv. cluster budget - 306,303 426,579 521,851 721,009 1,975,741
Overhead portion of conv. cluster budget - 30,000 30,000 106,400 - 166,400
Allocation for GPU hardware ($) - 224,202 304,386 418,834 480,672 1,428,094
DIrect portion of GPU budget - 194,202 274,386 329,706 480,672 1,278,966
Overhead portion of GPU budget - 30,000 30,000 89,128 - 149,128
Estimated # of cluster nodes purchased - 87 121 147 204 558
Estimated # of GPUs purchased - 48 68 82 120 318
Actual cluster nodes purchased - - - - - -
Actual GPU nodes purchased - - - - - -
Actual GPUs purchased - - - - - -
Basis of Estimate – FNAL Planned Level of Effort Example
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• Basis of Estimate derived using staffing model and assumptions
• Takes into account acquisition of new hardware and retirement of systems at end-of-life
• Average count per year assumes new systems brought online in Q3 of each fiscal year.
• Changing parameter values in the Assumptions table automatically updates these tables.
Level-of-Effort
Hardware Deployments
FNAL#nodes <#nodes> # GPUs <# GPUs> Site mgmt
Base ops
sys admin
support
Additional
cluster ops
support
Additional GPU
ops support
File server
admin
support
Total
operations
effort
FY15 start year 985 985 304 304 0.2 0.5 1.1 0.7 0.5 2.8
acquired 0 0
retired 0 0
end year 985 304
FY16 start year 985 880 304 266 0.2 0.5 1.0 0.6 0.5 2.6
acquired 0 0
retired 421 152
end year 564 152
FY17 start year 564 564 152 152 0.2 0.5 0.6 0.3 0.5 2.0
acquired 0 0
retired 0 0
end year 564 152
FY18 start year 564 553 152 138 0.2 0.5 0.6 0.3 0.5 1.9
acquired 180 97
retired 224 152
end year 520 97
FY19 start year 520 492 97 130 0.2 0.5 0.5 0.3 0.5 1.8
acquired 226 133
retired 340 0
end year 406 230
TOTAL 1.0 2.5 3.9 2.2 2.5 11.1
SS Operations Support (FTE-yrs)
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Level of Effort
Summary
The Level of Effort
summary was developed
based on the staffing
model, deployment
assumptions, the hardware
deployment plan defined in
the LQCD-ext II Acquisition
Strategy, and over 8 years
of operating experience.
Level of effort shown is
associated with the $14M
budget scenario
LEVEL OF EFFORT (FTE-yrs)
FY15 FY16 FY17 FY18 FY19 Total
Brookhaven
Site Management - - - - -
Steady-state Operations Support 0.40 0.40 0.40 0.10 0.10
Deployment Planning - - - - -
Deployment Support - - - - -
Project Management - - - - -
Sub-total (BNL) 0.40 0.40 0.40 0.10 0.10 1.40
Fermilab
Site Management 0.20 0.20 0.20 0.20 0.20
Steady-state Operations Support 2.77 2.57 1.96 1.92 1.84
Deployment Planning - - - 0.20 0.20
Deployment Support - - - 0.50 0.50
Project Management 0.35 0.35 0.35 0.35 0.35
Sub-total (FNAL) 3.32 3.12 2.51 3.17 3.09 15.21
Thomas Jefferson National Accelerator Facility
Site Management 0.20 0.20 0.20 0.20 0.20
Steady-state Operations Support 3.14 2.97 2.36 1.94 1.72
Deployment Planning - 0.20 0.20 - -
Deployment Support - 0.50 0.50 - -
Project Management - - - - -
Sub-total (JLab) 3.34 3.87 3.26 2.14 1.92 14.53
Total
Site Management 0.40 0.40 0.40 0.40 0.40
Steady-state Operations Support 6.31 5.94 4.73 3.96 3.66
Deployment Planning - 0.20 0.20 0.20 0.20
Deployment Support - 0.50 0.50 0.50 0.50
Project Management 0.35 0.35 0.35 0.35 0.35
Total 7.06 7.39 6.18 5.41 5.11 31.14
Salary Cost Basis
Hidden cells contain fully-loaded salary costs for the various personnel categories listed on the
left.
Salary costs for BNL and JLab have been provided by those Site Managers. FNAL salary costs
have been provided by the Contractor Project Manager (located at FNAL).
Lab-specific fringe and overhead rates have been applied to all base salaries.
Salaries are escalated by 3% for inflation.
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LQCD-ext II Cost Forecast THIS IS NORMALLY A HIDDEN SHEET AND SHOULD ONLY BE MADE VIEWABLE ON AN AS-NEEDED BASIS.
Cost Basis Worksheet DEFAULT IS TO KEEP THIS SHEET HIDDEN.
Inflation rate: 3.0%
Salary Cost Basis ($)
(Fully-loaded salary costs)
FY15 FY16 FY17 FY18 FY19 Basis of Estimate
BNL
Site Management 0 0 0 0 0 FY13-14: Fully-loaded FY13 average provided by Frank Quarant (see spreadsheet LQCD FY13 Proposed Labor.xlsx). FY14 scaled by inflation.
Operations Support 147,429 151,852 156,408 161,100 165,933 FY13-14: Fully-loaded FY13 average provided by Frank Quarant (see spreadsheet LQCD FY13 Proposed Labor.xlsx). FY14 scaled by inflation.
JLab
Site Management 355,350 366,011 376,991 388,301 345,000 FY14: Fully-loaded FY14 salary cost adjustment per Chip Watson e-mail dated 7/15/2013
Operations Support 208,060 214,302 220,731 227,353 202,000 FY14: Fully-loaded FY14 salary cost adjustment per Chip Watson e-mail dated 7/15/2013
Deployment Support 216,892 223,399 230,100 237,004 244,114 FY14: Fully-loaded FY14 salary cost adjustment per Chip Watson e-mail dated 7/15/2013 didn’t include revised deployment support cost, so Fy14 value left unchanged.
FNAL
Site Management 299,481 308,465 317,719 327,251 337,068 FY13-14: Fully-loaded FY13 salary cost adjustment per current FY12 salary and burden rate information. FY14 scaled by inflation.
Operations Support 253,522 261,128 268,961 277,030 285,341 FY13-14: Fully-loaded FY13 salary cost adjustment per current FY12 salary and burden rate information. FY14 scaled by inflation.
Deployment Planning 299,481 308,465 317,719 327,251 337,068 FY13-14: Fully-loaded FY13 salary cost adjustment per current FY12 salary and burden rate information. FY14 scaled by inflation.
Deployment Support 253,522 261,128 268,961 277,030 285,341 FY13-14: Fully-loaded FY13 salary cost adjustment per current FY12 salary and burden rate information. FY14 scaled by inflation.
Project Management 315,138 324,593 334,330 344,360 354,691 FY13-14: Fully-loaded FY13 salary cost adjustment per current FY12 salary and burden rate information. FY14 scaled by inflation.
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Effort and Budget Summary Summary shown for $14 million funding scenario
LEVEL OF EFFORT (FTE-yrs)
FY15 FY16 FY17 FY18 FY19 Total
Site Management 0.40 0.40 0.40 0.40 0.40
Steady-state Operations Support 6.31 5.94 4.73 3.96 3.66
Deployment Planning 0.00 0.20 0.20 0.20 0.20
Deployment Support 0.00 0.50 0.50 0.50 0.50
Project Management 0.35 0.35 0.35 0.35 0.35
Total 7.06 7.39 6.18 5.41 5.11 31.14
BUDGET ($K)
FY15 FY16 FY17 FY18 FY19 Total
Total Project Cost
Personnel 1,655 1,809 1,566 1,457 1,360 7,846
Travel 17 17 17 17 17 84
M&S 283 283 283 102 102 1,053
Equipment (compute) - 743 992 1,242 1,333 4,310
Equipment (storage) - 65 65 108 116 353
Management Reserve 45 84 77 75 73 353
Total 2,000 3,000 3,000 3,000 3,000 14,000
CD-1 Planning Budget Guidance Profile 2,000 3,000 3,000 3,000 3,000 14,000
Additional funding for larger budget - - - - - -
Total CD-1 Planning Budget Profile 2,000 3,000 3,000 3,000 3,000 14,000
Notes:
1) Management reserve set at 20% of unspent deployment personnel budget and 3% of unspent steady-state ops personnel
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Effort and Budget Summary Summary shown for $18 million funding scenario
LEVEL OF EFFORT (FTE-yrs)
FY15 FY16 FY17 FY18 FY19 Total
Site Management 0.40 0.40 0.40 0.40 0.40
Steady-state Operations Support 6.31 6.16 5.72 5.36 5.22
Deployment Planning 0.00 0.20 0.20 0.20 0.20
Deployment Support 0.00 0.50 0.50 0.50 0.50
Project Management 0.35 0.35 0.35 0.35 0.35
Total 7.06 7.61 7.17 6.81 6.67 35.31
BUDGET ($K)
FY15 FY16 FY17 FY18 FY19 Total
Total Project Cost
Personnel 1,655 1,861 1,803 1,794 1,720 8,832
Travel 17 17 17 17 17 84
M&S 283 283 283 102 102 1,053
Equipment (compute) - 1,614 1,702 1,843 1,912 7,070
Equipment (storage) - 140 111 160 166 578
Management Reserve 45 85 84 85 84 383
Total 2,000 4,000 4,000 4,000 4,000 18,000
CD-1 Planning Budget Guidance Profile 2,000 3,000 3,000 3,000 3,000 14,000
Additional funding for larger budget - 1,000 1,000 1,000 1,000 4,000
Total CD-1 Planning Budget Profile 2,000 4,000 4,000 4,000 4,000 18,000
Notes:
1) Management reserve set at 20% of unspent deployment personnel budget and 3% of unspent steady-state ops personnel
W. Boroski | Cost & Schedule | LQCD-ext II CD-1 Review | 25-Feb-2014 12
Budget Distribution by Expenditure Type
Expenditure Type Budget
($K)
Personnel 7,845
Travel 85
M&S 1,050
Compute/storage hardware 4,665
Management Reserve 355
Total 14,000
Personnel, 39%
Travel, 0.4%
M&S, 3%
Compute & Storage
Hardware, 55%
Management Reserve, 2%
LQCD-ext Total Project Cost, by Expenditure Type
Expenditure Type Budget
($K)
Personnel 8,830
Travel 85
M&S 1,050
Compute/storage hardware 7,650
Management Reserve 385
Total 18,000
Expenditure Type Budget
($K)
Personnel 7,115
Travel 64
M&S 610
Compute/storage hardware 10,008
Management Reserve 354
Total 18,150
LQCD-ext ($18.15M) LQCD-ext II ($18M) LQCD-ext II ($14M)
Personnel, 56%
Travel, 0.6%
M&S, 8%
Compute & Storage
Hardware, 33%
Management Reserve, 3%
LQCD-ext II Total Project Cost, by Expenditure Type
Personnel, 49%
Travel, 0.5%
M&S, 6%
Compute & Storage
Hardware, 42%
Management Reserve, 2%
LQCD-ext II Total Project Cost, by Expenditure Type
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Total Project Cost Profile
Profile shows that hardware budget varies by year, based on funding profile and level
of personnel staffing required to support production systems.
Personnel cost requirements based on staffing model previously discussed. Level of
operations support is based on number of nodes and GPUs in production during that
year.
Escalation factor of 3% per year applied to personnel cost forecast.
These bottoms-up profiles have been adjusted to match the planning budget guidance
profiles.
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Total Project Cost Profile Comparison $14 million Budget Scenario
The $14 million budget scenario represents a significant reduction in funding from current levels,
which had been back-loaded in the funding profile for the current project (LQCD-ext).
Personnel cost requirements are based on staffing model previously discussed. Level of operations
support is based on number of nodes and GPUs in production during each year.
Reduced funding level directly affects the amount of compute capacity we can deliver to the science
program.
Indicates 4-yr
system lifecycle.
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Total Project Cost Profile Comparison $18 million Budget Scenario
The $18 million budget scenario is comparable to the existing LQCD-ext budget scenario, but the
fraction of the budget available for new hardware procurements is smaller due to the number of
systems inherited from LQCD-ext that we will be operating, and the lower funding level planned for
FY15 – we’re not purchasing new systems but we are operating existing systems.
The reduced level of funding in FY15 poses the same issue as with the $14 million budget scenario,
in that we will only be able to fund operations and maintenance in FY15; there are no funds to
procure new hardware in FY15.
Indicates 4-yr
system lifecycle
Management Reserve
Used to cover the cost of unanticipated but required labor expenses that arise during
the course of deploying new systems or supporting steady-state operations.
Allocated only after it is clear that costs cannot be covered by adjusting priorities or
rearranging work.
Set at 20% of the unspent deployment personnel budget and 3% of the unspent
steady-state operations personnel budget.
Unspent management reserve funds will be applied toward new hardware
procurement in the subsequent year.
Mgmt reserve funds will be controlled by the CPM. Any use of mgmt reserve funds
will be reported to the Federal Project Director and Project Monitor during the monthly
progress report and noted during the DOE annual progress review.
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W. Boroski | Cost & Schedule | LQCD-ext II CD-1 Review | 25-Feb-2014 17
Schedule Overview LQCD-ext II schedule consists of two primary components: Steady-state operations
and new hardware deployments.
WBS elements capture work on a fiscal year basis
Steady-state operations activities are shown as constant level-of-effort activities
Activities associated with new hardware deployments follow a pre-established
sequence developed during the current project that has proven to be quite effective.
1. Update acquisition plans and alternative analysis for review and approval at the annual
project progress meeting (typically in May or June), for systems procured in the following
year.
2. Deploy new systems by June 30 in any given year (exception is when procurements span
fiscal year boundaries).
3. Summarize and report on delivered Tflop/s-yrs at end of each fiscal year.
Other recurring activities captured in the schedule include annual progress reviews,
annual testing of security controls and review of contingency plans, etc.
Costs are tracked down to Level 4 in the WBS
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Work Breakdown Structure - preliminary
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Level-1
Milestones
Level-1 milestones are defined in Table 1 of
the PEP and will be tracked in the WBS and
project plan.
No. Level 1 Milestone Fiscal
Year
1 Computer architecture planning for the FY16 procurement complete & reviewed Q3 2015
2
Procurement and deployment of 0 teraflops (sustained – Conventional Resources) in FY15
(no deployment in FY15 is planned, but this placeholder will account for any change in budget profile)
Q3 2015
3 100 Teraflops-years aggregate Conventional Resource computing delivered in FY15 Q4 2015
4 75 Effective Teraflops-years aggregate GPU-accelerated Resource computing delivered in
FY15 Q4 2015
5 Computer architecture planning for the FY17 procurement complete & reviewed Q3 2016
6 Procurement and deployment of 16 teraflops (sustained - Conventional Resources) in FY16 Q3 2016
7 Procurement and deployment of 20 effective teraflops (sustained – Accelerated Resources)
in FY16 Q3 2016
8 87 Teraflops-years aggregate Conventional Resource computing delivered in FY16 Q4 2016
9 68 Effective Teraflops-years aggregate GPU-accelerated Resource computing delivered in
FY16 Q4 2016
10 Computer architecture planning for the FY18 procurement complete & reviewed Q3 2017
11 Procurement and deployment of 32 teraflops (sustained - Conventional Resources) in FY17 Q3 2017
12 Procurement and deployment of 39 effective teraflops (sustained – Accelerated Resources)
in FY17 Q3 2017
13 98 Teraflops-years aggregate Conventional Resource computing delivered in FY17 Q4 2017
14 72 Teraflops-years aggregate GPU-accelerated Resource computing delivered in FY17 Q4 2017
15 Computer architecture planning for the FY19 procurement complete & reviewed Q3 2018
16 Procurement and deployment of 63 teraflops (sustained - Conventional Resources) in FY18 Q3 2018
17 Procurement and deployment of 77 teraflops (sustained – Accelerated Resources) in FY18 Q3 2018
18 142 Teraflops-years aggregate Conventional Resource computing delivered in FY18 Q4 2018
19 128 Effective Teraflops-years aggregate GPU-accelerated Resource computing delivered in FY18
Q4 2018
20 Procurement and deployment of 101 teraflops (sustained - Conventional Resources) in
FY19 Q3 2019
21 Procurement and deployment of 124 effective teraflops (sustained – Accelerated
Resources) in FY19 Q3 2019
22 185 Teraflops-years aggregate Conventional Resource computing delivered in FY19 Q4 2019
23 225 Effective Teraflops-years aggregate GPU-accelerated Resource computing delivered in
FY19 Q4 2019
Level-2 Milestones
Level-2 milestones are typical for each planned procurement
Level-2 milestones are tracked by the Project Office and reported to the
Federal Project Director and Project Monitor during the monthly
progress calls.
W. Boroski | Cost & Schedule | LQCD-ext II CD-1 Review | 25-Feb-2014 20
Level 2 Milestones
Preliminary System Design Document completed
Request for Information (RFI) released to vendors
Request for Proposal (RFP) released to vendors
Purchase subcontract awarded
Approval of first rack.
Delivery of remaining equipment
Successful installation and completion of Acceptance Test Plan
Release to “Friendly User” production
Release to full production
Level 2 milestones as shown in
Table 2 of the PEP
W. Boroski | Cost & Schedule | LQCD-ext II CD-1 Review | 25-Feb-2014 21
Summary Estimated Total Project Cost Range = $14M to $18M.
We have developed preliminary budgets for each of the planning budget scenarios
we have been given. Each budget has been aligned with funding profile guidance
Budget has been developed using a bottoms-up approach that leverages experience
gained from 8+ years of operating experience.
Project WBS and schedule will contain all steady-state and new deployment
activities, along with Level-1 and Level-2 milestones.
All Level-1 milestones will be defined in the Project Execution Plan
Other performance metrics and key performance indicators are also documented and
tracked in the PEP .
Effective cost and schedule control mechanisms are in place and have been
successfully used in the existing project; these will continue to be used and refined for
the extension.
The $14M budget scenario reflects a substantial reduction in funding from previous
levels. A significant restructuring of our operations and service delivery models will
be required to minimize the impact and increase the level of new computing capacity
that will be delivered to the science program.