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BetrFS: A right-optimized, write-optimized file system
#$%%$&'"(&))*)+"(,)"-,&)+"-&)."/0&)+"1'2.0"1340$)5&%&+"(20)"64'*5+"-$70*)."
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• ext4"G&)<Q$<50S"! !XY"9BU4"
"
ext4 is good at sequential I/O
0
40
80
120
*higher is better
MB/
s ext4raw disk
Sequential I/O
Z""
ext4 struggles with random writes
• J$43"G&)<Q$<50"4R*AS"!PT"9BU4"
• #283%2&<S"K'&%%+"8&)<2'"
Q8$5*4"2@"A&A0*<"<&5&"
• ext4"Q8$5*"G&)<Q$<50S"! !HT"9BU4"
"
0
40
80
120
*higher is better
MB/
s ext4raw disk
Random Overwrites
Y""
• >&)<2'"Q8$5*"R*8@28'&)A*"<2'$)&5*<"G="
4**34"
• B&A3E2@E50*E*)M*%2R*S"! 1M*8&.*"<$43"4**3"C'*"$4"!!'4"
! K**3"@28"*M*8="YIB"Q8$5*"! O'R%$*4"'&[$','"XHY9BU4"G&)<Q$<50"
• ;8*M$2,4"G*)A0'&83"G*)*\54"@82'"%2A&%$5=+".22<"OU]"
4A0*<,%$)."
What is going on here?
T""
• ;824S"! Q8$C)."<&5&"$4"^,45"&)"&RR*)<"52"50*"%2."
• F2)4S"! \%*"G%2A34"A&)"G*A2'*"4A&:*8*<"2)"<$43"
! 8*&<$)."<&5&"G*A2'*4"4%2Q"
• ?2..$)."4C%%"R8*4*)54"&"58&<*2_"G*5Q**)"8&)<2'EQ8$5*"&)<"4*W,*)C&%EOU]"R*8@28'&)A*"
Avoiding seeks: log-structured file systems
`""
• L4*"!"#$%&'()*#+%,-#.,%/%0-a#]O4b"
! 2)E<$43"<&5&"458,A5,8*4"50&5"8&R$<%="$).*45")*Q"<&5&"Q0$%*"'&$)5&$)$)."%2.$A&%"%2A&%$5="
• F8*&5*"&"4A0*'&"50&5"'&R4"\%*"2R*8&C2)4"52"
*cA$*)5"#]O"2R*8&C2)4"
• O'R%*'*)5*<"$)"50*"?$),["3*8)*%"
! *[R24*<")*Q"R*8@28'&)A*"2RR285,)$C*4"
BetrFS
d""
• ;8$28"Q283S"#]O4"A&)"&AA*%*8&5*"DK"2R*8&C2)4"
! N23,DK"e64'*5+"B*)<*8+"D&8&A0EF2%52)+"I,47'&,%"f!Pg+"IhDK"eK0*:=+"KR$%%&)*+"9&%R&)$+"
1)<8*Q4+"K*=45*8+"&)<"/&<23"f!Zg+"N&G%*DK"e>*)"&)<"V$G42)"f!Zg+""
! ;8$28"#]DK4"$)",4*8"4R&A*"
• B*58DK".2&%S"*[R%28*"&%%"50*"Q&=4"Q8$5*E2RC'$7&C2)"
A&)"G*",4*<"$)"&"\%*"4=45*'"
! *[R%28*"50*"$'R&A5"2@"Q8$5*E2RC'$7&C2)"2)"50*"
$)5*8&AC2)"Q$50"50*"8*45"2@"50*"4=45*'"
Advancing write-optimized FSes
i""
• BjE58**4S"&)"&4='R52CA&%%="2RC'&%"3*=EM&%,*"4528*"
• BjE58**4"&4='R52CA&%%="<2'$)&5*"%2.E458,A5,8*<"
'*8.*E58**4"
• #*",4*"D8&A5&%"N8**4+"&)"2R*)E42,8A*"BjE58**"
$'R%*'*)5&C2)"@82'"N23,5*3"
BetrFS uses Bε-Trees
k""
• O'R%*'*)5"&"<$AC2)&8="2)"3*=EM&%,*"R&$84"
! insert(k,v)!! v = search(k)!! delete(k)!! k’ = successor(k)!! k’ = predecessor(k)!
• l*Q"2R*8&C2)S"! upsert(k, ƒ)!!
Bε-Tree Operations
!X""
• m,*8$*4"aR2$)5"&)<"8&).*b"A2'R&8&G%*"52"BE58**4"
! Q$50"A&A0$).+"n!"4**3"o"<$43"G&)<Q$<50"! 0,)<8*<4"2@"8&)<2'"W,*8$*4"R*8"4*A2)<"
• 6[58*'*%="@&45"$)4*854"
! 5*)4"2@"502,4&)<4"R*8"4*A2)<"
Bε-trees search/insert asymmetry
!!""
upsert(k,ƒ)-
• 1)"upsert"4R*A$\*4"&"*1$2)'."52"&"M&%,*"! *H.H"$)A8*'*)5"&"8*@*8*)A*"A2,)5"
! *H.H"'2<$@="50*"T50"G=5*"2@"&"458$)."
• upserts"&8*"*)A2<*<"&4"'*44&.*4"&)<"$)4*85*<"
$)52"50*"58**"
! <*@*8"&)<"G&5A0"*[R*)4$M*"W,*8$*4"! Q*"A&)"R*8@28'"5*)4"2@"502,4&)<4"2@"upserts"R*8"4*A2)<"
upsert = update + insert
!P""
• 9&$)5&$)"5Q2"4*R&8&5*"BjE58**"$)<*[*4S"
*%$2,2$2-#.,%/3-------------path -> struct stat!,2$2-#.,%/3----(path,blk#) -> data[4096]!
• O'R%$A&C2)4S"
! @&45"<$8*A528="4A&)4"! <&5&"G%2A34"&8*"%&$<"2,5"4*W,*)C&%%="
File System ! Bε Tree
!Z""
Operation Roundup
8*&<"
Q8$5*"
'*5&<&5&",R<&5*"
readdir!mkdir/rmdir!unlink!rename!
8&).*"W,*8=" upsert! upsert" 8&).*"W,*8=""""upsert"*<*%*5*"*&A0"G%2A3"*<*%*5*"50*)"""8*$)4*85"*&A0"G%2A3""
]R*8&C2)"""""""""""""""""O'R%*'*)5&C2)"
!Y""
• #8$5*EG&A3"A&A0$)."A&)"A2)M*85"4$).%*EG=5*"52"
@,%%ER&.*"Q8$5*4"
• upserts"*)&G%*"B*58DK"52"&M2$<"50$4"Q8$5*"&'R%$\A&C2)"
Integrating BetrFS with the page cache
!T""
Page cache integration #1: blind write
;&.*"A&A0*"
U02'*UG$%%U@22H5[5"
upsert(/home/bill/foo.txt, )!
write(/home/bill/foo.txt, )!
upsert(/home/bill/foo.txt, )!
!`""
;&.*"A&A0*"
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upsert(/home/bill/foo.txt, )!
write(/home/bill/foo.txt, )!
upsert(/home/bill/foo.txt, )!
N&8.*5"R&.*"
$4"A&A0*<H"
Page cache integration #2: write-after-read
!d""
;&.*"A&A0*"
U02'*UG$%%U@22H5[5"
write(/home/bill/foo.txt, )!
42"5%$-(25%-#0-6267%,8-
Page cache integration #3: write to mmap’ed file
!i""
• B="8*50$)3$)."50*"$)5*8&AC2)"G*5Q**)"50*"R&.*"A&A0*"&)<"50*"\%*"4=45*'+"Q*"G*)*\5"
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2R*8&C2)4"
! ,4*"upserts"52"&M2$<",))*A*44&8="8*&<4"! ,4*"upserts"52"&M2$<"Q8$5*"&'R%$\A&C2)"
Page-cache takeaways
!k""
System Architecture
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8&)<2'+",)&%$.)*<"Q8$5*4q"
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• J2"&)="8*&%EQ28%<"&RR%$A&C2)4"G*)*\5q"
Performance Questions
P!""
• J*%%"2RCR%*["<*4352RS"! YEA28*"ZHY"Vr7"$d+"Y"VB">19"
! dPXX>;9"PTXVB"K*&.&5*"B&88&A,<&"
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! <*@&,%5"4*s).4"@28"&%%"
• 1%%"5*454"&8*"A2%<"A&A0*"
Experimental Setup
PP""
0.1
1
10
100
*lower is better
Tim
e (s
) BetrFSbtrfsext4xfszfs
1000 Random 4−byte writes
Small, random, unaligned writes are an order-of-magnitude faster
• !"V$B"\%*+"8&)<2'"<&5&"
• !+XXX"8&)<2'"YEG=5*"Q8$5*4"
• fsync()"&5"*)<"
PZ""
! !!
!! !
! !! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! ! !
100
1000
10000
100000
0 1M 2M 3MFiles Created
*higher is better
File
s/se
cond
! BetrFSbtrfsext4xfszfs
Small File Creation
Small file creates are an order-of-magnitude faster
• A8*&5*"Z"'$%%$2)"\%*4"&)<"
""""""""Q8$5*"PXXEG=5*4"52"*&A0"
• G&%&)A*<"<$8*A528="58**""
""""""""Q$50"@&)2,5"!Pi"
• R*8@28'&)A*"2M*8"C'*"
PY""
Sequential I/O
0
25
50
75
100
read writeOperation
*higher is better
MiB
/s
BetrFSbtrfsext4xfszfs
1GiB Sequential I/O • #8$5*"8&)<2'"<&5&"52"\%*+"
""""""""!X"YIEG%2A34"&5"&"C'*"
• K*W,*)C&%%="8*&<"<&5&"G&A3"
PT""
BetrFS forgoes indirection for locality: delete, rename O(n)
!
!
!
!
!
0
100
200
300
256M
iB
512M
iB1G
iB2G
iB4G
iB
File Size
Tim
e (s
)
! BetrFS
BetrFS Delete Scaling • Q8$5*"8&)<2'"<&5&"52"\%*+"
""""""""fsync()"$5"• <*%*5*"\%*"
P`""
0
20
40
60
80
Tim
e (s
)
BetrFSbtrfsext4xfszfs
grep −r
0
5
10
15
20
Tim
e (s
)
GNU Find
BetrFS forgoes indirection for locality: fast directory scans
• 8*A,84$M*"4A&)4"@82'"8225"2@"
""""""""""?$),["ZH!!H!X"42,8A*""
• VlL"find"4A&)4"\%*"""""""""""'*5&<&5&"
• grep –r"4A&)4"\%*""""""""""""A2)5*)54"
Pd""
0
200
400
600
*lower is better
Tim
e (s
) BetrFSbtrfsext4xfszfs
IMAP(50% read, 50% mark or move)
• J2M*A25"PHPH!Z"'&$%"4*8M*8"
"""""""",4$)."*2#9,#"-• P`+XXX"sync()"2R*8&C2)4"
BetrFS Benefits Mailserver Workloads
Pi""
BetrFS Benefits rsync!
0
10
20
30
*higher is better
MB
/ s
BetrFSbtrfsext4xfszfs
In−place rsync ofLinux 3.11.10
• rsync"?$),["42,8A*"58**"52"""""""""52")*Q"<$8*A528="2)"!"#$"DK"• A2R=$)."52"&)"*'R5="<$8*A528="
Pk""
• J2"Q*"'**5"2,8"R*8@28'&)A*".2&%4"@28"4'&%%+"
8&)<2'"Q8$5*4q"
• O4"B*58DK"A2'R*CCM*"@28"4*W,*)C&%"OU]q"
! 928*"Q283"52"<2"0*8*"
• J2"&)="8*&%EQ28%<"&RR%$A&C2)4"G*)*\5q"! 928*"*[R*8$'*)54"$)"R&R*8"
Performance Questions
ZX""
• F&3*"tt"6&5S"])*"\%*"4=45*'"A&)"0&M*".22<"
4*W,*)C&%"&)<"8&)<2'"OU]"R*8@28'&)A*""
• #]O"R*8@28'&)A*"8*W,$8*4"8*M$4$C)."'&)="
<*4$.)"<*A$4$2)4"
! $)2<*4"! Q8$5*E5082,.0"M4H"Q8$5*EG&A3"A&A0$)."! R*8@28'"G%$)<"Q8$5*4"Q0*)*M*8"R244$G%*"
betrfs.org"u".$50,GHA2'U24A&8%&GUG*58@4"
BetrFS