1+7-1-1=(5+7+7) |

FEPEO

^ALLOWING

' DEA FE

)=5

1+7-1-1=(5+7+7)

-

(

FED

FI ]

Keep ^{2 count . min}

| ^/

f ^{The analysis}

for

is the same as before

# _F)

FEI

FE

with # ^an F- ^. iyiz _, ^{. .} _, is _, ^{. . .}

( if ^, >.< ^{in ,tD}

,

. .

f ^is, ZD^.

.

@ HFIKFEIFEH

=HE¥HE¥ ]

xo

Hot

l¥gittlxIl= ^¥

thief the

Prtkoil

EHFIDC _{E[kiD ¥ EIXII}

_{Etxs :]}

⇒

IFH EHFH

Markey

=

ftp.t/ineeueib@E#=te

we cdw bound the ^{cnov in this} way

the ^rest of ^the

analysis

Interval

queues

< I

, ,t ^{,> <} iz_, ^t_{, >} ^{. . . . .}

.li#

FF ) FE ) ^.

^tFy

FE

's

P

+ Zs

simple query

^FE

. ]

Interval _query ^: F[x]tFE⇒t ^{. .}

.+FE¥¥¥F×

,

=

FIFE

Wrong way ^:

FI

JEFF

#

^Oftxti _? ⁾

Fg

=

Fsa

Esottjizt Fb

°Y?¥ews

Tridents

Fi 16

⇒ to

yFkt@tGFgooEEEEEotFFI7FE7FEtED5c78Tcok12DklJknn.g

old

^thus

There ^ntnztnqt

^dyadic

Fab

Old

When

FE 's )

Fay

^for

^tie

( ^we _change

by

)

0¥

_Fxy

, the latter can be expressed ^{as the sum} of ^{

2GW

intern ^'s on the same level

, then ^we could replace ^two

of

)

Fxy ⁼ Fas fab

We use count ^{. min} sketches on the counters Fab ^was

#

, thus

FI

,

,E¥b

1 cost is 0

(G)

2 error is bounded

Fxye Fxyt 2e§w

Let's see 2

Define

for

Fab ⁼

Fatty

Let X ⁼

Expo

-

Observe

that ¥

Eytxxy

^Ekxi

⁾

_2{GI

then

Pv[ Xxy

E[X×D

¥75 ±

The rest is identical

. o

Note _Using ^{the individual errors on eacw}

# ?

That ^is _, Pr # ^{Yi >}

EHFID