Last edit by: Renes Points
Great explanation about Crew Tracking & Scheduling and what went wrong: Post #590
[Feel free to edit / add to the timeline of DL events.]
First waver ATL only and only 5-7 and by 11th: https://web.archive.org/web/20170406...perations.html
Second waver "all" hubs and 5-9 and by 16th: https://web.archive.org/web/20170407...perations.html
April 6th COO Gil West apology and blames "unprecedented" ( 5 hour ) storm / weather: http://news.delta.com/chief-operatin...cedented-storm
April 7 & 8 Five things to know list: http://news.delta.com/5-things-custo...tions-saturday
April 7th In midst of service fail Delta devalues SkyMiles with partners: http://www.flyertalk.com/forum/delta...000-miles.html
April 8th updates on operations: http://news.delta.com/operational-re...ontinues-today
April 12th will be $DAL earnings live and should yield more info: http://ir.delta.com/news-and-events/...s/default.aspx
April 9, 11:40 PM (EDT): What appears to be the last cancellation of the meltdown was made for DL2682/10Apr BOS-LGA (717 aircraft)
April 11th - Delta begins to pay out compensation for impacted travelers: http://www.flyertalk.com/forum/delta-air-lines-skymiles/1835970-early-april-operation-disruption-compensation.html
Other coverage of the event:
Pilots board relating to this epic fail: https://www.airlinepilotforums.com/d...-atl-irop.html
Factors compounding delays/cancellations:
Current delay statistics: Flightaware's live flight delay and cancellation statistics
News coverage:
BuzzFeedNews: Delta Has Canceled Thousands Of Flights And Everyone Is In Hell - No spring break is safe. (Posted on April 7, 2017, at 11:59 a.m.)
The Southampton Press: Cancelled Flight Dashes Disney Dream For Hampton Bays Marching Band (April 7, 2017 11:30 AM)
USA Today: Thousands of Delta flights canceled days after storms (Published 8:53 a.m. ET April 8, 2017)
CNN - Delta meltdown: Pilots are on hold, too (Updated 6:52 PM ET, Sat April 8, 2017)
The Wall Street Journal - Delta Struggles to Recover From Last Week’s Storms (April 9, 2017 12:23 p.m. ET)
AJC.com: Delta woes stretch into Sunday with more cancellations (11:57 a.m. Sunday, April 9, 2017)
AJC.com: Why one day of thunderstorms turned into a five-day Delta meltdown (12:01 p.m Sunday, April 9, 2017)
Detroit Free Press: Headaches continue for Delta fliers in Detroit (Published 2:26 p.m. ET April 9, 2017 Updated 5:54 p.m. ET April 9, 2017)
CNN - Delta tries to 'normalize' as flight cancellations continue (Updated 4:06 PM ET, Sun April 9, 2017)
New York Times: Storms, Though Over, Still Disrupt Delta Flights (APRIL 9, 2017)
NewsChannel5.com - Nashville Man's Body Stranded After Delta Flight Chaos (4:24 PM April 9, 2017)
CBS North Carolina: Raleigh parents upset after son’s body stranded during Delta flight chaos (April 9, 2017, 8:14 pm Updated: April 10, 2017, 5:35 am)
AJC.com: Delta reassures customers as delays continue through weekend (5:53 p.m Sunday, April 9, 2017)
AJC.com: Hundreds of stranded bags left at Hartsfield-Jackson in aftermath of Delta flight cancellations (9:29 a.m. Monday, April 10, 2017)
Bloomberg: Delta Delays Drag On, Testing Passengers' Patience (April 9, 2017, 4:10 PM EDT Updated On April 10, 2017, 10:13 AM EDT)
BuzzFeedNews: Delta Suffered "Failure of Crew Tracking Systems" During Cancelled Flight Fiasco - "I feel like we are lost in the system." (Originally posted on April 11, 2017, at 3:28 p.m. Updated on April 12, 2017, at 10:38 a.m. )
Reuters (posted on BusinessInsider): Delta's profit drops 36.3% (Apr. 12, 2017, 7:20 AM)
AJC.com - Accused child rapist caught at airport when flight is delayed (7:39 p.m Thursday, April 13, 2017)
[Feel free to edit / add to the timeline of DL events.]
First waver ATL only and only 5-7 and by 11th: https://web.archive.org/web/20170406...perations.html
Second waver "all" hubs and 5-9 and by 16th: https://web.archive.org/web/20170407...perations.html
April 6th COO Gil West apology and blames "unprecedented" ( 5 hour ) storm / weather: http://news.delta.com/chief-operatin...cedented-storm
April 7 & 8 Five things to know list: http://news.delta.com/5-things-custo...tions-saturday
April 7th In midst of service fail Delta devalues SkyMiles with partners: http://www.flyertalk.com/forum/delta...000-miles.html
April 8th updates on operations: http://news.delta.com/operational-re...ontinues-today
April 12th will be $DAL earnings live and should yield more info: http://ir.delta.com/news-and-events/...s/default.aspx
April 9, 11:40 PM (EDT): What appears to be the last cancellation of the meltdown was made for DL2682/10Apr BOS-LGA (717 aircraft)
April 11th - Delta begins to pay out compensation for impacted travelers: http://www.flyertalk.com/forum/delta-air-lines-skymiles/1835970-early-april-operation-disruption-compensation.html
Other coverage of the event:
Pilots board relating to this epic fail: https://www.airlinepilotforums.com/d...-atl-irop.html
Factors compounding delays/cancellations:
- Weather in ATL April 5
- DL terminating interline with AA
- Delta's systems crashing/overloaded
- DL's crew scheduling system crashed [rumor?]
- Rumored short-term power outage in ATL A concourse caused by airport construction some time around Tuesday-Wednesday
Current delay statistics: Flightaware's live flight delay and cancellation statistics
News coverage:
BuzzFeedNews: Delta Has Canceled Thousands Of Flights And Everyone Is In Hell - No spring break is safe. (Posted on April 7, 2017, at 11:59 a.m.)
The Southampton Press: Cancelled Flight Dashes Disney Dream For Hampton Bays Marching Band (April 7, 2017 11:30 AM)
USA Today: Thousands of Delta flights canceled days after storms (Published 8:53 a.m. ET April 8, 2017)
CNN - Delta meltdown: Pilots are on hold, too (Updated 6:52 PM ET, Sat April 8, 2017)
The Wall Street Journal - Delta Struggles to Recover From Last Week’s Storms (April 9, 2017 12:23 p.m. ET)
AJC.com: Delta woes stretch into Sunday with more cancellations (11:57 a.m. Sunday, April 9, 2017)
AJC.com: Why one day of thunderstorms turned into a five-day Delta meltdown (12:01 p.m Sunday, April 9, 2017)
Detroit Free Press: Headaches continue for Delta fliers in Detroit (Published 2:26 p.m. ET April 9, 2017 Updated 5:54 p.m. ET April 9, 2017)
CNN - Delta tries to 'normalize' as flight cancellations continue (Updated 4:06 PM ET, Sun April 9, 2017)
New York Times: Storms, Though Over, Still Disrupt Delta Flights (APRIL 9, 2017)
NewsChannel5.com - Nashville Man's Body Stranded After Delta Flight Chaos (4:24 PM April 9, 2017)
CBS North Carolina: Raleigh parents upset after son’s body stranded during Delta flight chaos (April 9, 2017, 8:14 pm Updated: April 10, 2017, 5:35 am)
AJC.com: Delta reassures customers as delays continue through weekend (5:53 p.m Sunday, April 9, 2017)
AJC.com: Hundreds of stranded bags left at Hartsfield-Jackson in aftermath of Delta flight cancellations (9:29 a.m. Monday, April 10, 2017)
Bloomberg: Delta Delays Drag On, Testing Passengers' Patience (April 9, 2017, 4:10 PM EDT Updated On April 10, 2017, 10:13 AM EDT)
BuzzFeedNews: Delta Suffered "Failure of Crew Tracking Systems" During Cancelled Flight Fiasco - "I feel like we are lost in the system." (Originally posted on April 11, 2017, at 3:28 p.m. Updated on April 12, 2017, at 10:38 a.m. )
Reuters (posted on BusinessInsider): Delta's profit drops 36.3% (Apr. 12, 2017, 7:20 AM)
AJC.com - Accused child rapist caught at airport when flight is delayed (7:39 p.m Thursday, April 13, 2017)
April 5, 2017: Delta cancels 300 flights due to thunderstorm
#556
Join Date: May 2015
Location: DCA
Programs: AA EXP, DL FO, Marriott Titanium
Posts: 6,712
I'm friends with the former Lt. Gov. of VA on FB, and he's caught up in this too. Lost two days of his vacation, and had to buy walkup fares on another airline.
That's the third person I know personally who has gotten stuck in this.
That's the third person I know personally who has gotten stuck in this.
#557
Join Date: May 2009
Location: Seattle, WA
Programs: DL Diamond 1.7MM, Starlux Insighter, Bonvoy Titanium, Hilton Gold, Hertz PC
Posts: 3,949
Computer scientists study algorithms to determine their "computational complexity" - basically, is there a solution that scales linearly or exponentially as the problem size gets bigger. The knapsack problem is well known to be NP (non polynomial) hard to begin with; when you scale it up to the size of an airline's operations the problem is completely intractable to solve "correctly".
You have to start making approximations and optimizations to get it done in any reasonable amount of time, and even then you'll be spending a ton of processor time to figure out a solution that is "pretty good". You can basically pour in as much time as you've got, and the quality and creativity of the software design greatly influences how accurate the results are.
Delta probably precomputes the schedules a long time in advance under normal circumstances and then only has to recalculate late breaking changes. When the whole thing is broken (and changing by the minute), the system may never be catching up because it can't spend enough CPU time to find a solution.
If I'm guessing correctly, the fix is to go to a cloud provider where extra capacity can be ordered on demand in an emergency. But that's a huge undertaking...
#558
Join Date: Sep 2012
Posts: 1,336
The crew tracking system never crashed.
The only system that went "down" was SNAPP on Wednesday as updated passenger info was delayed flowing into the program due to all the changes. The crew tracking (or "scheduling system" as some call it) had a similar issue where it was delayed updating crew info due to the sheer volume of flight changes, delays, and cancellations. With a backlog of hundreds of crew changes, it's taking the system much longer than normal to process pairing crews with flights, etc. This is what's contributing to the excessive crew delays that continue on today.
OCC projecting 200 cancellations for today.
The only system that went "down" was SNAPP on Wednesday as updated passenger info was delayed flowing into the program due to all the changes. The crew tracking (or "scheduling system" as some call it) had a similar issue where it was delayed updating crew info due to the sheer volume of flight changes, delays, and cancellations. With a backlog of hundreds of crew changes, it's taking the system much longer than normal to process pairing crews with flights, etc. This is what's contributing to the excessive crew delays that continue on today.
OCC projecting 200 cancellations for today.
#559
Join Date: Jan 2002
Location: Atlanta, GA
Programs: DL DM & 5MM, WN
Posts: 1,451
I went and looked through the thread on the airline employee forum that we have been linked to from this thread. It has about 100 posts on it, but a lot of it is an echo chamber.
I see two early posts where employees state they were firmly in line to take assignments and the system simply didn't use them. I guess that would/could be IT. In the later half of the thread there is a discussion where two employees wonder if IT is down when they try to log on. Others say the employee apps are working, an employee tells them how to use the software differently and that seems to solve some, but not all, of their problems.
There is one complaint about the phones. Others say phones are working.
About a half-dozen posts are reasonably specific reports about flights being delayed because the right status, especially of FAs, didn't match up at the time of departure. Slow IT?
There are dozens of generalized posts about what a mess this is.
There are dozens of posts about manpower being stretched too thin, work rules, company politics, union stuff and staff volunteers helping out.
There are dozens of posts that are funny/ironic, etc.
I see two early posts where employees state they were firmly in line to take assignments and the system simply didn't use them. I guess that would/could be IT. In the later half of the thread there is a discussion where two employees wonder if IT is down when they try to log on. Others say the employee apps are working, an employee tells them how to use the software differently and that seems to solve some, but not all, of their problems.
There is one complaint about the phones. Others say phones are working.
About a half-dozen posts are reasonably specific reports about flights being delayed because the right status, especially of FAs, didn't match up at the time of departure. Slow IT?
There are dozens of generalized posts about what a mess this is.
There are dozens of posts about manpower being stretched too thin, work rules, company politics, union stuff and staff volunteers helping out.
There are dozens of posts that are funny/ironic, etc.
#560
Join Date: Feb 2013
Location: DCA
Posts: 7,769
We engineers will jump all over it and dive down to root causes and semantics, but the end result is that it done broke.
In any case I'm pretty sure we can agree that it isn't "weather" at this point.
#561
Join Date: Apr 2016
Location: PDX
Programs: DL DM MM Marriott Plat Hertz PC
Posts: 225
I saw one post that said....."loyalty is earned in drops but lost in buckets"
We'll see.
#562
Join Date: Dec 2011
Location: MCO
Programs: Delta Diamond / Million Miler
Posts: 2
From what I saw last night flying from ATL to MCO it was defiantly a IT issue. Gates A1, A3 & A7 were all scheduled to go to MCO. Delays ranged between 6 and 2 hours per plane. A7 had pilots but no FAs, A3 was missing 1 pilot and A1 was missing 2 FAs. The crews were trying to save at least 2 flights by consolidating crews. The crews were talking about their Skypro app being down so they could not make crew schedule changes or get updates and assignments. I finally made it out when 2 FAs on DL 2018 that were dead heading to MCO volunteered to get back in uniform and work the flight so they had a full crew.
Last edited by Sc3148; Apr 9, 2017 at 11:57 am
#563
Join Date: May 2015
Posts: 2,881
At ~160 DL+DC cancellations today, it hasn't changed much in the last several hours. Whoever recently mentioned that the OCC is predicting no more than 200 today looks about right at the moment.
Edit to re-word: 161 cancellations today as of 1:55pm EDT. "Only" 15 new cancellations in the past 3 hours. Still bad, but improving at an increasing rate. I still think ops can be back to normal by tomorrow afternoon.
Edit to re-word: 161 cancellations today as of 1:55pm EDT. "Only" 15 new cancellations in the past 3 hours. Still bad, but improving at an increasing rate. I still think ops can be back to normal by tomorrow afternoon.
Last edited by Widgets; Apr 9, 2017 at 11:56 am
#564
Join Date: May 2009
Location: Seattle, WA
Programs: DL Diamond 1.7MM, Starlux Insighter, Bonvoy Titanium, Hilton Gold, Hertz PC
Posts: 3,949
um... You Can't Stop Seattle(tm)?
#566
Join Date: Sep 2014
Programs: IHG Platinum
Posts: 629
"Computers today" is the key phrase here. Many of DL's systems are 20-30 years old. Regardless if it was overload, or some sort of general systems failure, this is completely Delta's fault at this point.
Delta is slowly marching toward 200 CX (and 1000 delays) today. If we include regional carriers, it will probably go higher than that.
Delta is slowly marching toward 200 CX (and 1000 delays) today. If we include regional carriers, it will probably go higher than that.
#567
Join Date: May 2015
Posts: 2,881
OCC is the Operations & Customer Center (formerly the Operations/Control Center) at the General Offices in Atlanta. It's the heart of Delta's operations where flight dispatchers, meteorologists, etc. coordinate.
For a glimpse, here's Richard Anderson's old OCC intro for the onboard safety videos:
For a glimpse, here's Richard Anderson's old OCC intro for the onboard safety videos:
#568
Join Date: Oct 2014
Posts: 209
Not correct. I worked at the DAT up until about 7 years ago. Even then I can't think of any running these types of systems that were 30 years old. I'm not saying they don't have ANY but I can unequivocally say it is not true that "Many of DL's are 20-30 years old.
#569
Join Date: Mar 2014
Location: ATL
Programs: DL DM, Hyatt LT DM, Wyndham DM, Hertz PC, HH Gold, SPG Gold, Marriott Gold
Posts: 2,038
The crew tracking system never crashed.
The only system that went "down" was SNAPP on Wednesday as updated passenger info was delayed flowing into the program due to all the changes. The crew tracking (or "scheduling system" as some call it) had a similar issue where it was delayed updating crew info due to the sheer volume of flight changes, delays, and cancellations. With a backlog of hundreds of crew changes, it's taking the system much longer than normal to process pairing crews with flights, etc. This is what's contributing to the excessive crew delays that continue on today.
OCC projecting 200 cancellations for today.
The only system that went "down" was SNAPP on Wednesday as updated passenger info was delayed flowing into the program due to all the changes. The crew tracking (or "scheduling system" as some call it) had a similar issue where it was delayed updating crew info due to the sheer volume of flight changes, delays, and cancellations. With a backlog of hundreds of crew changes, it's taking the system much longer than normal to process pairing crews with flights, etc. This is what's contributing to the excessive crew delays that continue on today.
OCC projecting 200 cancellations for today.
Hah!
#570
Join Date: Apr 2017
Programs: AA, DL, WN
Posts: 21
This actually isn't true at all; resource scheduling for an airline can be oversimplified as a really difficult version of the knapsack problem (basically, selecting a set of items with given weights to maximize the overall benefit).
Computer scientists study algorithms to determine their "computational complexity" - basically, is there a solution that scales linearly or exponentially as the problem size gets bigger. The knapsack problem is well known to be NP (non polynomial) hard to begin with; when you scale it up to the size of an airline's operations the problem is completely intractable to solve "correctly".
You have to start making approximations and optimizations to get it done in any reasonable amount of time, and even then you'll be spending a ton of processor time to figure out a solution that is "pretty good". You can basically pour in as much time as you've got, and the quality and creativity of the software design greatly influences how accurate the results are.
Delta probably precomputes the schedules a long time in advance under normal circumstances and then only has to recalculate late breaking changes. When the whole thing is broken (and changing by the minute), the system may never be catching up because it can't spend enough CPU time to find a solution.
If I'm guessing correctly, the fix is to go to a cloud provider where extra capacity can be ordered on demand in an emergency. But that's a huge undertaking...
Computer scientists study algorithms to determine their "computational complexity" - basically, is there a solution that scales linearly or exponentially as the problem size gets bigger. The knapsack problem is well known to be NP (non polynomial) hard to begin with; when you scale it up to the size of an airline's operations the problem is completely intractable to solve "correctly".
You have to start making approximations and optimizations to get it done in any reasonable amount of time, and even then you'll be spending a ton of processor time to figure out a solution that is "pretty good". You can basically pour in as much time as you've got, and the quality and creativity of the software design greatly influences how accurate the results are.
Delta probably precomputes the schedules a long time in advance under normal circumstances and then only has to recalculate late breaking changes. When the whole thing is broken (and changing by the minute), the system may never be catching up because it can't spend enough CPU time to find a solution.
If I'm guessing correctly, the fix is to go to a cloud provider where extra capacity can be ordered on demand in an emergency. But that's a huge undertaking...