If w p f fxtsnz En l list then added to s If x F Lto 4 Ee - - PDF document

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If w p f fxtsnz En l list then added to s If x F Lto 4 Ee - - PDF document

Sep 27, 2022 132 likes •194 views

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slide-1
SLIDE 1

Heavy Hitters

stream of Its

a

ay

ay

e g

IP addresses 64

each

ai

c

n

ex

n

2

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ten

let

f

t

tires

ett appears

in

9,92

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at

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return

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set

f large

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using

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t

space

If

fxt Tz

add

to

list

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heavyhalters

Provably impossible

with

sub linear space Modified goal

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fx

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add it

to list

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x

added to

list

then

w p s

l

f

fxtsnz En

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4

20

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0.01

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If

fx

2

x

is definitely

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0.08N

if

x added to

list then with prob 31 Lto

f

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En

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Modified goal

If

fx

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add it

to

list

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x

added to

list

then

w p s

l

f

fxtsnz

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use elegant verysimple data stmche

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slide-2
SLIDE 2

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2D

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SLIDE 3

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x addedto list

then wp s l f fxtsnz

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8 122

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slide-4
SLIDE 4

6

200

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5

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5

error prob

is

432

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if

has f

so 04h

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is chosen uniformlyatranderm

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slide-5
SLIDE 5

Markov's Inequality

X nonnegative

n v

For any

positivecast

c

Pr X

CEH

E

z

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15

t.EE H

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t

EcECX

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X

x

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