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00:00 Okay. Yeah. Okay. Are ? So, um, so I

00:10 called So a few more words in 50's And some of you want to

00:19 for peace and then mostly will be time left. And I'll talk about

00:25 another group wanted to do. Um all right. See if this one

00:37 it works. So The thing I not talk about last time when I

00:42 about that 50 was Yeah, What's ? Principal Carlisle and fifties. uh

00:55 of saying grandmother 15. Uh trying stress the aspect of FFT is that

01:01 want to talk about these things. are distributed across notes in a

01:08 Which are you? It doesn't. some other things are unique things.

01:14 data success distributed. Some of them uncommon when you both shared memory and

01:21 memory of 50 so that we're talking the distributed version to learn about

01:29 Yeah. So first thing is how you distribute the data? Because that

01:37 out to be important and what's going happen later? So this shows two

01:45 concepts uh is being used in terms dealing with already. Well dealing with

01:51 race 12, 3 International Ways. . Certainly they want someone in on

01:58 book. They are or otherwise so that some way out of this.

02:06 , it's a blondie. Right. huh. Yes. It is a

02:17 but fungi. So this is a Technical Matrix. The matrix multiply or

02:26 things. But um then situations all to questions the first one.

02:39 Uh huh. Uh huh. So that tangles and films. Uh,

02:52 memories. So those are the columns column. Right? Where is the

03:03 this time around. Is that they one person 1st film and the 2nd

03:10 exception. There are no more no notes that uh follow them. And

03:18 that. No comments of. no. So mm hmm. one

03:35 the reasons that yes, simply Excuse is that or since the expulsion

03:47 are the opposition. And I want remember those in elimination of something.

03:56 hungry. Yeah. In high school to solve the system of equations.

04:06 , so and that one is the of under all and the nature is

04:11 from The rest of the 19 teens turn say the first column for

04:19 Good old interact the corner element This kind of build sub matrix

04:26 This will start within their and then repeat this for this and my family

04:31 this one matches. So I am cero opposite elements to go the diagonal

04:40 successively solved. They got some smaller smaller matrices. Thanks. Hmm.

04:48 my heart used to play out after done the first one of problems.

04:54 that is not doing it six. we don't sink in here like

05:03 This Especially in respect to this one very funny. Ah the drawback of

05:09 is these are part of a long . But four of the many processes

05:15 they have big deal record units. if you have that and start to

05:24 the last one on that stuff This form of eventually lost secret

05:34 The vector instructions and lawful Mhm. huh Or on an enemy is one

05:45 Well that makes yeah both connection to rain right? Involved all kind from

05:56 and by. So that's sort of data allocation schemes that our economy is

06:07 regular race in order to get no . Also trucks use vector instructions specific

06:17 I said I was talking about in from this to say uh background

06:25 This final executable uh that motion uh the postures of course. But in

06:46 case on their government This case of one so on this before personal

07:02 Uh So the simple data affection. . And then pass it then we'll

07:10 about it's the next element Forward in of a 100 what now? in

07:23 of the 15 and certainly important So uh the sides are just making

07:32 easy so far to number of notes two numbers. Elements into 15.

07:41 of you. An even number of . No. Uh So from this

07:59 so it's an index card down And one notices successive elements. Executive elements

08:10 the electorate. The lower all the . Okay, addresses and the higher

08:19 . That's uh and we'll know the fight words uh huh Or the I

08:33 . It is a C. Seriously. So remember as it's

08:40 Uh huh involved and questions because that's . So I guess on the last

09:02 here. Clear business. Well. huh. Last night Turner is stopped

09:18 honest when they use distortion of destination with destination frequency of a place.

09:25 always starts with parents things on the order bits. Uh huh. And

09:32 has to be with their house. the memory of us is our defense

09:39 the invitation. It's almost very the order bits and then comes down towards

09:48 and sarah this all. So so one case here then uh I started

10:03 have an answer lies halfway to So there are 16 they are more

10:25 . So um so I'm gonna have go out of the input. Uh

10:35 . There is more less complication. . First you uh, the continent

10:43 physics are persuaded that the diesel there's the first several sets on the proceeds

10:53 when the universe's most where's the There are Then probably 2005. Uh

11:06 That's it. All right. The I say towards the first thing is

11:11 local one and our politics well and lot of it. Yeah. The

11:23 term in patient zero and 16 after processors and another thing there was some

11:30 different things to work. Yeah. the questions and I probably have a

11:37 to protect yourself. Mhm wow. . So there's this family to have

11:48 one delegation. This is for an . No, for Exactly. For

11:59 my nose and Oh, but my time. Mm hmm. A few

12:12 . First piece is the foundation Hussein here book. Um, and also

12:27 just the performance of a single packers and also want to talk about the

12:35 of this great nation. Yeah, . Um, yeah, applications legal

12:52 and inverse of her teeth. Of if you do them right after its

12:57 this national sense. Uh, there certain computations. Yeah. I want

13:04 do before you respect space and time for your space. So yeah.

13:16 in convolutions. Mm hmm. algorithms. Yeah. What happens?

13:27 , yeah. A very small Public. Oh, um, no

13:36 science of some sort. Right. huh. Work Now on this

13:50 Yeah. Yeah. You don't hear bomb go to the United States and

14:04 universe is found out better decisions, I'm saying. Remember pulling back from

14:14 we were doing with your parents, bottling this and the other one.

14:21 . That was a recent early on picture that when it comes to parallel

14:29 . Simple science. It's important. recent population Oh, go forward.

14:39 it doesn't matter one or another Mhm. Whatever for um, and

14:55 is just showing the same thing but the order and just uh, so

15:07 now. So Oh, this is , I was wearing an instrument of

15:18 my data allocated and some players think versatile. Put it on the

15:24 this is just like, right. and that's it. Certain allocations they

15:34 from, you can use the same you have to figure out oh now

15:48 and this on the circumstances z other are in fact the serious.

16:01 So this one to produce this sort thing, you say that uh

16:09 0 needs this. No, it's of the body parts. Since then

16:17 embarrassing now in order to compute uh butterfly, swimming. Well they have

16:26 and this way, so there is more common way of doing things is

16:32 Hong kong computation based. Okay, also the software, the woman was

16:44 . Now it's not almost and let's it that way to work through the

16:51 . Cannot there be uh community? not half of this competition.

17:02 So uh on the other hand, kind of things? Uh this is

17:10 successful. Elements 15. They So the first thing we're gonna do

17:22 There are zero cases. Oh, one sitting down is Uh huh.

17:32 huh. Did you basically as law 380,000 one of the first half of

17:41 homes. And so if it in first half and water? No,

17:49 do not not having a panic. the way data points on this?

17:59 . So now you can do one of the F 15. I'm on

18:03 phone. Yeah. Yeah. Uh . The next time is there are

18:12 . So that's it that blocks and too. So how independently this happened

18:22 example stop. It won't do the sorting exercise. So Okay that's what

18:31 all about. So then here so you do it and another. So

18:39 this is great. This was high a hill that's important to report,

18:45 when uh and then the last Okay that's a good one. But

18:52 of hunger go home now university. . Okay. You know what this

19:01 that our sketch? So then they more step there in order to countries

19:11 This of course that is 16 to 16. 4 so work and but

19:18 steps on what to detail. Uh . Yes. Oh so uh that's

19:31 fine tonight to have all. Yeah is obvious he's but the defense

19:41 First something to note. Yes. Thank you. Uh Otherwise ordering You

19:54 on the doctor part of being on or 5 years old. The warriors

19:58 number No it's not the same. black man set from wants to cut

20:08 someone's been so a quarter other times after. What you where start.

20:20 that's one thing. And let's see uh say some more about that.

20:27 was that um I want to I to stay here. Right? So

20:41 this is a fact from the bottom There's one Welcome Presentation. I don't

20:54 . Yeah. Oh well and that's . Yeah. Um So 1st 1st

21:05 I think everything in some ways the and then what number two after what

21:18 fine and you see the disease or find anything that person. Uh huh

21:29 it's just awful from the embassy one they need food victor versus politics.

21:39 person. What the frequency conform Okay inheritance. Oh is this all

21:54 businesses? two things that happened uh with just walking on data in order

22:02 do that peace will come. And um there's also the reversal condition and

22:13 that so anyone of you knows the of shuffle. Oh now what?

22:29 plays cars. Uh huh. So know and there's nothing you know because

22:43 they shuffled and perfect popcorn is a evening college emergent development London. So

22:55 is exactly what happens here. And so long I have the first that

23:11 show what happened. So I don't just me. I'll see if I

23:17 invented on the plane. So uh the first was it the coming inside

23:30 it. So what did they So here is kind of way in

23:38 drug allocations. This is 50 more Oh oh and also the murderers and

23:54 all the dresses and symbolically I have the first thing democracy is in fact

24:03 increase got it. So and there the next thing then there was between

24:15 of the notes and local memory So that members tested between here and

24:27 and peace. Mhm. The last was swapping these two guys but it's

24:35 quite the last. But this was vast. So basically doctors,

24:44 All of this one of the most a lot. Mhm. So we

24:50 understand what happened order. That's a one he wants. So and that's

25:06 . Very simple numbers here. And part of the back between one.

25:14 is absolutely thanks. And this is serious is involved. That's how long

25:23 almost Thank you. That's very It's responsible for Oh this is a

25:34 where it was. Yeah. Um So I think And I'm

25:47 I just offered up. All Uh huh. This struggle. Operations

26:02 finally verses from europe um book. . So I will have a side

26:12 positioned in a way moments in Star States of 16 data points. uh

26:22 students zero. So thanks to half 1st 8 and the 2nd 8.

26:34 uh The 1st 1 is zero. first one in the second half.

26:40 long as there is 00. And interviewing means such as 00 states.

26:46 then the first elements in the second . Yes. I'm # two.

26:53 I have to do that. Uh otherwise would be 770701. So we

27:01 take the 1000. And do that's shift of it. The answer.

27:09 that's what I'm saying is he's a like that, binary encoding and the

27:14 shift on them. You will find where the young doctor after the shift

27:19 . It's possible finish. Mhm. um no, it's just a little

27:30 show me someone. Let's figure examples what it can do. Yeah.

27:36 elements so close to the organization. , was quickly but and there are

27:43 different ways on it was a little harder degrees of freedom are combined.

27:49 states that are four times 8 is . So the first step 16 this

27:58 what so that means stealing data. nature of an interest 16,

28:10 But you have choices and apparently do after the first time, the second

28:18 in the legal or whatever. Six they argue these things are broken

28:26 Normally it is good to be a evidence, you know, memories so

28:35 what? Uh not to know but don't have to do it that

28:42 So here is just doing the simple way successively um and again one can

28:52 the order. Yes, that's what , Yeah. And we will also

29:01 fact. Mhm So these are kind important when they implement 50's in particular

29:13 clusters, you know, where the is after that the competition and then

29:22 you just keep track of what elements aware. So whatever else you

29:27 you need to talk to the correct or you can restore the original

29:32 Not enough to be bothered where things been. Well there are. Uh

29:44 . Okay so this was correct. . Okay this is what I have

29:48 your best we can playing around but the data reordering model it depending on

29:56 they use in the documentary representation to swamps and then you can figure out

30:03 to restore their order at the So. Uh huh. So um

30:14 this is just using a different So you can play around and figure

30:19 how things are. All right. okay the suffering was Yes. So

30:34 again we can do the swapping player . Just one more thing about this

30:44 . Uh Inspector Point Brain is too all good but high rate it's algorithms

30:55 more efficient use of the member in and to some degree reduces the number

31:01 arithmetic operations but primarily some importance to higher ratings. Other for memory

31:11 So this is just to wanna a thing. Things are preparing to.

31:21 found it. Who are you in space? Um you can attack.

31:32 this 16 times wars in the wars it. First step in here he

31:39 in the differences that we do in next one difference is 16. So

31:45 doing this Yeah involved. Yes. but for now uh right after this

32:01 is not a single Yeah I think interesting that did not The one time

32:14 the race for and child health and the right hand side is just thinking

32:24 the day to order in this. huh. So this is a secret

32:33 annotation From the six ft here. Well that's fun for what you don't

32:43 . Oh and uh we can see . Yeah, you can be the

32:49 ones that started into the allegations, response on this test way with the

33:00 , Data permutation in order to complete 50s. So there is a benefit

33:05 for their 50 to use the Their allocation instead of dot com attention

33:11 the number of communication steps I need and I think that's what they call

33:17 sister, this separate allocation and then can play it on this thing.

33:25 this is it somewhere whatever the formal in the market um for uh what

33:39 would say one. Yeah. Let's what I want. So any questions

33:52 that. Okay. Okay. Oh the next ones I basically time to

34:09 us differently. Doesn't uh it's the size as the feast of the sense

34:21 physical factors. Everybody knew something. piece of property and the computers in

34:29 cluster settings. It's important to know the business immediately I think stories,

34:38 ? Political science. Yeah. ST time for wherever the clothes, I

34:47 . Okay, well some of this stuff. Uh huh. So for

34:59 , circle and complex space. Well explosions on dream about christian film for

35:07 the same with the other parties, it was made in the military figure

35:16 the story is based on how to them for the different states. I'm

35:22 extension whatever. So this um and shows a little bit of a little

35:29 to need about the future. But is useful if I'm like not enough

35:38 everything is going to was used in sense that we have exponents as the

35:44 are. What else do I want say in my 30s? It's just

35:53 through the different cases. I'm not this anymore. They're called the city

36:02 . So um the state is essentially enough is presentation season. Uh huh

36:15 huh somewhat special aspects soon, wow Number of notes and will commemorate our

36:29 . What happened to? Oh, yeah, I'm trying to do,

36:38 not the soul. You have relatively data elements. Uh Notes.

36:48 And then we turned up the street there are some more notes.

36:55 Oh I was walking. What happens a tangle of racing around and get

37:06 . Oh, so well, well , they didn't and that was the

37:19 in public. They're doing this and quoting like this underlying assumption, the

37:27 size of the reality and notes but important. Uh huh um yes,

37:39 have also kind of the record transposing because that's one of the way and

37:44 if you respond to some other than going to tear uh see what

37:54 Uh huh. Yeah that's what's about too much. But um mm combination

38:04 data this butterflies and that go back some of their interest. I'll talk

38:12 my nation control panel. Uh Mm. Okay. Mhm.

38:23 Yeah. Okay. So there are number of veterans has been used in

38:34 pastors. That is okay. So I'm thinking it's going to survive on

38:41 who's off and actually mm And that's And space that for some interconnection networks

39:02 , it's a perfect match between the . Conversation and there are physical that

39:10 direct connections according to mm hmm. needed by the 15. Um So

39:24 butterfly networks has been used but recently and sort of supercomputer uh by mm

39:38 . Wants craig Computer company uh that rendered they also used by silicon graphics

39:51 . That was bought create that mm clusters as well. Silicon graphics obviously

39:59 his name from the photograph is only . But then they also started to

40:06 interesting. Mhm. Also put Mhm. Mhm. In this

40:23 So another and the connection structure that used is was known as binary

40:33 And this is just show. For for this basically shows 15 that

40:42 of history and status shows up mm . Two between the master walls have

40:51 . Do you believe the next to of their. Thank you.

40:56 Yes. Uh uh the date of everything and in their conversation and for

41:10 When you use a 50 something about proper mapping of data to and I

41:19 that's whatever. So this is some their appointment work work. Shut

41:30 Yeah. Regardless of the size of feeling these are the effort. Uh

41:41 stay there for a while. Thank . So what else phones? So

41:49 one of the same. Um so was start owned I will not their

42:02 also for the they are so uh that's the comments so forth. Should

42:15 real data wow. So remember all things. zero words. Yeah the

42:26 reviews in silent co signs as a or take the numbers and multiplying each

42:33 the baton area. I thanks to the event this icing on the unit

42:39 confidence. So even if you start real data when you find it will

42:45 the complex state. You don't think the real groaner now it's you know

42:54 the data as well. You can says half of the competition efforts and

43:02 of the story Because properties are a of their 50 that uh allows you

43:11 pack things in to have probably a of positions that otherwise would make them

43:18 a point of complex as well. real there's like for her to do

43:26 . I don't think anyone would do . So let's talk about sorting but

43:31 want to do project some sort of it said two factor too in terms

43:37 storage and in terms of arrangements of , it doesn't said you um well

43:52 much in terms of the conversation part extra steps and moving data around and

44:00 the real thirsty. If you have on a single note, it doesn't

44:05 too much because it references, you where they are. But when the

44:10 is distributed, it has conversation So the savings is not as great

44:17 distributed that these are cities for Right? And yeah, Panetta has

44:28 real data has some symmetries Then you in fact save yourself more or

44:35 Another factor of two do what's typically assignment. Cosign transforms. But special

44:43 solved complex the conflicts for transform. huh. And I want to do

44:50 those days compression standards. So go too long ago the time to use

45:01 transforms to compress a bit. we sometimes they used to transport long

45:11 compression rate sensitive. Cause some All right. Mhm. So,

45:20 will stop talking about the 50s in to tell you something about sorting.

45:25 hmm. Oh my slides here. . Yeah, I don't want to

45:39 . Uh huh. Yeah. Okay. So, and I expect

45:59 any question. Okay. Mhm. is on this is something that will

46:09 and used to um I have a is cardinal is so old and it's

46:15 confined to contribute Liberalization there 15 straight . The only drink penises, it

46:26 in a reordering and the so in the stories and taking my and using

46:37 amounts of satisfactory storage and exactly that one of the sequential very comment,

46:52 out a quick short or beeps or another one. But they're not necessarily

46:59 . So easy for distributing motions. I'm going to try to talk a

47:07 bit about that. Uh, very sorting over those first and so many

47:17 the proud of sorting our homes were , I would say some of them

47:26 oblivious to the protection network interconnection. were in fact, uh, they're

47:34 assuming there are particularly the connection between best connection and a special story in

47:46 parts of try to a little bit on this. A whole list of

47:59 interventions. Mm hmm. The rest your friends, I felt not

48:09 Uh huh On the grounds are Um, so in one of

48:22 uh, using sorting and some other are doing, it was sort of

48:29 . No console scenarios, response computational through with particle calls damage that.

48:39 then of course our current system you want to sort data. So

48:49 , one thing that uh, may may not have heard about this.

48:55 called everyone sorting that not then I to at least moving up. So

49:05 and it's very um, no, not talk about it, but the

49:17 of this thing here is that it's too hard. So what happened to

49:22 sorting the level is either 01. this 01 cool forming them uh expect

49:31 . This is kind of live this there independent algorithms sort of winding numbers

49:38 comparison uh and produce the Seattle someone yeah. In fact all sorting algorithm

49:48 for any Uh dataset of zero that correctly. And in fact transformed

50:00 The arbitrary number is correct, but not easy to do with the correct

50:05 months then the orbiter enough or just . It is very commonly used to

50:16 you at least wanted to do so come up with some sorting out with

50:20 to cool that it actually gives the result. And there's two sides about

50:27 . And then I said, I not talk to. Oh, proof

50:35 someone wants to come back to So now the next you once the

50:42 start to something. All right. people uh down soldier or their race

50:51 . Um So the concept behind this is produced in the exponent of the

50:59 sources. Uh huh. Not without sort of issues share sources.

51:11 very close to optimal. So, precious. So there was just about

51:22 dance order. So yes, the soldiers best rate this is you put

51:30 on pushing down, enter uh surrender comparison of the two boxes. And

51:41 lawsuit problem push again and put it . Put it up. So so

51:53 best the steps in doing this thing put these things in the next

51:58 We'll see. Then each one of blue boxes, there's a comparison and

52:02 this case, uh, keep the numbers. So first, there's nothing

52:07 they have pushed in the next step its Question and America three and 3

52:12 politics to push the up to the . And I keep doing this as

52:18 keep going uh, this uh, um, and then stop. So

52:33 and the four of us and also beginners. Yeah. Right.

52:46 so, so this is pretty much . So then I look at the

52:55 thing I tried to do with how is this order? So well You

53:01 to read the numbers 1st end. the depth of this ray was also

53:08 many as deep as it was. number of numbers. So the last

53:12 of potential has to propagate from the comparison to the output comparative. So

53:17 another. And so that's what it , potentially two and 10 steps before

53:21 second time. And if I'm compared to a good sequential sort quick sort

53:29 so and again we can get So yes, It's a dark past

53:37 speed up the proportion for this dog numbers. That also means that efficiency

53:43 not very good. Um, you , I want to do it on

53:49 side was okay fine. You have now that's the sort on your heart

53:56 or comparison elements. So that means one of them has to kind of

54:01 way you're looking, what happens when uh, this scenario bar to

54:08 Uh huh Those are comparison elements of students ever than the number of elements

54:15 already. So it is kind of is only the process is doing the

54:20 or intimidated a bunch of nose and notion that you have has been a

54:26 resources of state island. Yeah. so that's a wrap this up because

54:33 is kind of the way of thinking what happens when Yeah, Stewart.

54:42 I think open is, it will to smooth that has managed to governments

54:47 enough. They don't have an That's some fairless and understand itself and

54:56 of one thing that happens in this now. Mm hmm. Uh,

55:05 see a parallel version, do you the information is how to back to

55:12 local environment then it's not sufficient of being related. Oh, uh type

55:21 support to do So I want to that yeah, lots of local

55:33 No. And the parliament was, know, this is an all I

55:40 about for them for doing. sequential versus parallel. Uh huh.

55:50 this is the sort of is actually commonly used position sort do this with

56:00 terrorist comparison between adjacent uh sandals and thing about exception in here say something

56:12 is older. Mhm So in this uh so this is whatever between months

56:19 Rikers compared the first pairs and the pair of distinct there and keep the

56:27 arms to the left and right and next start that does it between the

56:34 . There's a number then and eventually like second just propagated to write a

56:43 of steps. So at some point sure the best to have this sort

56:49 transposition. So that's something that is used to have a quick monday and

56:57 show them everything uses very efficient. So so in this case um it

57:17 um mr and steps in this scenario data was actually in the race.

57:24 this is a situation Generation of 20 accept in the worst case that one

57:33 needs to propagate upon the other. yeah. And but again speed up

57:43 the same thing. So it's not good. And then you can do

57:48 same exercise in terms of figuring out if you don't have as many nodes

57:53 relevance. What happens. Yeah. any questions on this for the simple

58:02 and I wanted to sort of girl very efficient. So doing quickly but

58:07 sort of a good concept for holding in particular there's a share sort.

58:14 anyone hasn't heard about this So called sort. It's also called bachelor sort

58:22 or at least the final to get to. It was the most efficient

58:31 sort of us. And uh, could not come out and I think

58:39 for our system do their claims are so the fair efficient. Then started

58:45 figure out to prove that this was the most efficient sort, which is

58:50 so hard to come out. Politicians to wonder if this is the

58:58 but it is. So yeah, that's, I think that's, you

59:09 , by doing prayer wise, hold about this that if you have infinite

59:15 resources, one should be able to it all the time. And eventually

59:20 traditions came up with development time sorting unfortunately. And the big old

59:28 So it's all the longer but the is tangible service sector. So it's

59:37 practical. And it's known as the is sort um, was an entire

59:47 and one interesting theory should technical event adults included here because it's not practical

59:56 . So this titanic stone is conceptually simple and it's very clever. So

60:03 idea is prestigious, emerging. Mm . So on a secret show starts

60:15 , uh, don't cover for years sort of sequence President Green and to

60:26 the first element. Uh, two . Families want to output up water

60:36 . Um, they're going everybody, a visa that we need and an

60:42 for us. What do you want prove the impossible they're doing after doing

60:50 comparison stage. They have one All the elements are no larger than

60:57 other ones are separated in terms of as opposed to believe really separated.

61:09 here is kind of the things you it and green and then what you're

61:13 like this, you have there smaller elements, partitions the comparison. So

61:21 policy before it sets the government And the only one that uh it's

61:34 a boy so honest uh sort of stands for C from the numbers.

61:43 those two sections, This wonder woman one important covering things. They're starting

61:52 that you want. Final count It is. Uh huh Well we're

61:58 the stages and that's a start. huh. Black and I don't think

62:05 horrible another environment. So yeah, is iconic property is preserved station every

62:17 . Yeah, that's why as such one of these sequences. Um Well

62:25 day just preserve it and protect So here is my guess how you

62:33 build it up. So first was emerged that was kind of illustrated now

62:38 more careful this will have according to there a disorder stop first.

62:56 once or a sequence something else to . Yeah. Um there's one thing

63:04 come from here. So that that Yeah. Uh uh Oh Oh.

63:19 huh um The four. Well then into over the years numbers. So

63:35 another one that we have four. a day for four. First things

63:46 on it. See that before What one announced. Stop pretty exciting.

63:53 that was more harm well thank Oh, elements of the outgoing.

64:05 then to get from this occurs in idea disorder. Your first gives up

64:12 start your daughter. Uh huh. . So that this was a bionic

64:23 batshit lot of sorting out of And also there, You know that

64:36 connectivity and the interaction 15. The that is also more your body fine

64:45 . What sometimes the network all the . Yes. And so in this

65:02 there were the number of lines in graph is the number of data elements

65:08 the deaths again was not very continuing of stages. So that's why this

65:19 the number of elements that seriously and that. Um uh and um

65:38 so then there's Logan sort of whatever is the depth of the airport and

65:46 uh and stages and so this did and that's so that the elements but

65:56 the time the networks and yeah, not scared. And so this um

66:13 they start with it presumably unnecessary to the most efficient soap for any number

66:21 years. So all the next set guys have, it is also more

66:27 this platonic sort um and it's just , so now what happens if you

66:34 as many on these elements? Such point. So now, yeah,

66:43 you. So this is a cross . We got notes. And after

66:53 I'm single television. The next segment lift is also for the oh,

67:01 huh or Yeah, yeah, next click here. So that's the

67:11 . No, uh, not this elements scientists and know what they looked

67:20 . They were segments instead of on orders and so on. Thank

67:28 So each other center Worlds Impact. , let's see what this song.

67:40 is trying to put them on top it. So now I was supposed

67:47 be one of the first element. they're clean and all the operations verses

67:56 these started almost and accept you do for what everything out. Put the

68:06 tax. Well then the next And so you have something like

68:15 Okay, Okay. So you got the comparison uh black all the

68:24 Of course, we'll try this one this one. We reserve over that

68:31 . Right? And then this one . This is the screen want to

68:43 back. What's that? But this some breakfast. And then here consists

68:55 , I don't know about stuff and follows this background sequence. It's really

69:03 about one. In fact actually, we can work home. So,

69:13 this is kind of looking at what complexity is what and so on.

69:21 as I said, it's a very sort of communication patterns. That's just

69:28 . What's that has been used to . But I wanted to .1 was

69:35 what's actually going on in some ways is this case is that's the way

69:44 market development else. So I'm not the fundamentals. Your local, the

69:55 one he knows is absolutely incorrect or uh huh as existing so called economy

70:09 . This platform basically it was so it algorithm. But the boat I

70:19 it on going forward often with a country on top of it very

70:33 . The first thing to just emulate knows, you know that by one

70:39 , but that does not use the sufficient population Caroline are good. It's

70:45 work. That was impressive. I think we are on the local

70:53 Big thanks to my childhood and then next want to do something about

71:07 Ah Oh and the constants talk about son. Very close to optimum

71:22 It's basically based on there are even sort so we'll see. So here

71:35 kind of the to the already They don't think whatever act uh it's

71:43 uh sort of soldiers sequence and there the distorted sequence or in this record

71:52 lo mejor order and smallest elements on and increases or the rights and increasing

71:58 up to the top forward some system for every other gold borders and uh

72:09 sort of numbers. So so so didn't also there are even some things

72:23 will help and what is this for donut there and saw him right,

72:34 electron in order. Right? I'm gonna work 16. And then the

72:43 role opposite. So don't disturb what there's a reason for that particular numbers

72:51 so now we are in order and was constructed with the followers comfort.

73:02 all that's column. And then that's different. Thanks. Uh So here

73:08 now. Uh huh. Yeah, sort wow, Larger seven and 6

73:17 the bottom. Oh stop. Is cost tell mr not sorted at this

73:25 . So now another one and another sort, wow. Yes.

73:35 Uh What uh nah, another call one. This is the uh the

73:49 in the rooms on the other. um do you think or all the

74:02 and not the federal is all the the only thing that is done is

74:11 more of these uh huh. Done name song around 40 director. So

74:27 what happened in this case also Right. So I'm asking ready?

74:37 where to also and but then it's a number of times it's great.

74:49 where we uh it's it's and already minimum time government opposite corners.

75:07 Can't expect that this case seems to it was this where you have

75:18 Now the quickly since the time is up and this kind of rules.

75:24 is not right. Well the So what you do together to the

75:32 optimal restaurant has to do personally for operation and if we use our

75:44 it doesn't uh too, I was a story. Yeah. Yeah.

75:50 right. And uh basically get visit serious like sites. So it's for

75:59 growing up to become square with that of a square attempt. Again,

76:06 still sort of longer in a number stages, but it's not square root

76:09 for every stage it's this will start for a Mhm. So this is

76:18 what to do and then this is proof that this works. But it's

76:23 very simple thing to internet. Uh something to be invest connect buster.

76:32 . So the best connection used to use uh for several customers that's not

76:39 today, but it is predominating that . Right, on a diet.

76:47 the market for processors, especially the is sorting on a single chip city

76:57 between of course, yeah, it's of restaurant is the very simple effective

77:04 it doesn't waste your time in terms the communication problem. So with that

77:10 will stop since my time is up I'll talk about the other.

77:21 Other than so situations before Well, probably uh something director, there's something

77:32 the way we decomposed. Mhm. is going to be church, you

77:39 do that. Going home's starting locally the since we have Yes,

77:45 yes, yes, yes, yes. Or if you don't have

77:51 many notes as elements here, series activities, some guy also experience

78:02 Yes. But basically it's basically one that's that boss. Yeah, not

78:10 works, I don't know. no, it is masters of once

78:18 , it goes back to the same because instead of having just one local

78:23 about this camera and then to sort separate on sequential build or whatever,

78:30 can just sort of, it's sort anyone of the underground sources of

78:38 Always. I think it's good to the best concept by thinking your harvest

78:43 processes as elements or whatever. And they said, well I don't,

78:50 that state the collection of them and them onto the real thing. You

78:56 what goes on and then you switch using a parallel computing concept. What's

79:01 best sequential for that data? That not have a single, but I

79:07 you're right concept for the global picture then before we got from rethink this

79:15 , no context. That's the general for how to approach there are efficient

79:27 home stop sharing at this point. then homecoming. Remember drawing arms

79:40 Okay, yeah. So I'm calling

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