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From YouTube: The Design For A Bandwidth Marketplace - Sherlock Shi
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A
So
I'm
Sherlock,
I'm,
co-founder
and
CEO
of
mass
network.
We
are
building
a
bandwidth
Marketplace
and
we
use
the
protocol
to
add
resources
all
around
wealth
for
their
bandwidth,
most
of
them
based
in
Data
Center,
and
then
we
can
use
these
resources
to
serve
like
decentralized
storages
like
the
active
platforms
and
stream
Medias
yeah.
So
that's
us
and
today,
I
want
to
share
three
stories
with
you.
A
Yeah
simple
and
easy
I
guess:
cost
15
minutes
and
I
will
show
you
like
some
slides
about
our
corporations
and
how
like
we
have
some
adoptions
from
the
market.
So
first
story.
The
story
is
about
why
I
learned
from
proof
work
and
how
we
apply
it
on
bandwidth.
A
You
know
this
year
is
crazy,
like
I,
just
packed
frontal,
computer
and
ethereum
has
like
fully
changed
to
hs2
the
Prof
stick
version
and
some
people
will
like
programming
and
story
well
debating
about
profile
Pro
stage.
But
what
what's
my
view
about
when
building
the
crypto
mining
info
a
proof
work
for
a
while
learning
for
the
proof
work?
So
it's
about
electricity.
The
electricity
have
two
features.
The
first
features
is
electricity
is
very
hard
to
store
right.
A
So
if
you
generated
the
electricity
made
from
Wing
from
the
sum
you
need
to
have
the
battery
to
store
things.
So
that's
why
so
many
like
Tech
joints
and
scientists
they
they
are
developing
the
battery
technologies
to
solve
this
problem.
So
this
is
what
first
features
the
second
electricity
is
expensive
to
transfer
like
right
now,
the
audience
UI
in
a
lesson.
So
you
you,
you
better
use
the
electricity
from
maybe
from
Europe
from
West
Europe,
and
you
can
use
right
now,
like
Australia,
generate
electricity
to
to
serve
you.
A
So
this
is
electricity
hard
to
install
and
how
to
transfer
and
then
what's
value
of
that
being
bought
by
the
proof,
work.
Okay,
right
now,
even
though
so
many
countries
so
many
like
cities,
they
have
lack
of
the
they
need
electricity.
So
much.
But
if
you
look
at
the
all-around
world,
the
total
supply
of
the
electricity
is
more
than
the
demand.
So,
but
but
in
some
specific
area
they
are
like
lack
of
the
enough
suppliers.
So
proof
will
give
you
like
one
choice
that
people
or
any
anyone
during
any
place
on
yours.
A
They
can
use
this
technology
to
convert
the
electricity
into
currency.
Maybe
if
Bitcoin
it's,
it's
called
BTC
right,
so
Bitcoin
is
very
easy.
Currency
is
easy
to
store
and
easy
to
transfer.
So
that's
the
value
I
learned
that
the
proof
work
took
and
then,
when
I'm
building
a
mass
network,
we
found
the
bandwidth
had
the
same
features.
A
They
have
the
local
demands
right
right
now,
you're,
listening
everything
you
can
use
the
bandwidth
from
like
from
the
US
from
Australia,
from
Singapore
from
other
countries
to
to
serve
the
people
right
now
you
are
based
in
the
west
Europe.
You
should
use
the
telecoms
around
you,
maybe
10
20
15
miles
away
from
you
and
then
they
have
like,
maybe
the
satellite
or
maybe
they
have
the
base
station,
so
they
can
transfer
to
your
mobile
devices
and
for
some
power
reform
bandwidths
have
the
same
pattern
from
the
electricity.
A
So
maybe
we
can
learn
from
the
ideal.
Designing
proof
work,
so
we
can
do
Samsung
mechanism
which
convert
the
resources
bandwidth
into
a
new
currency
right
now
called
the
medicine
right.
So
this
is
the
first
story.
We
learned
how
like
crypto,
how
blockchain
solved
problem
and
we
practice
in
our
space.
A
The
second
story
is
about
the
adoption,
the
adoption
of
crypto
interest.
You
know
we
are
kind
of
like
offering
a
purple
infra.
You
can
organize
the
ritual
market
like
the
big
Summit.
We
will
talk
today
and
we
are
building
website
crypto
CDN
service
to
the
world,
so
people
still
like
worry
about.
Okay,
compare
with
the
web
to
Solutions
right
like
AWS
S3,
cloudflare
Arc,
my
like
Google
Cloud,
so
many
good
Solutions.
What's
what's
your
like
advantages
right?
Can
you
have
like
much
cheaper
price
like
a
clear
offered
better
performance?
A
Are
you
more
reliable
right,
so
so
people
will
keep
challenging
you
so
then
some
projects
and
they
will
ask
okay.
What's
the
reason
for
me
to
use
the
crypto
inference
and
on
the
other
side,
if
you
are
building
approach
for
interest
like
what
people
you
should
Target
my
answer
is:
there
are
two
kinds
of
cases
right
now:
I
have
observed
which
use
a
crypto
interest
right.
So
if
you
are
building
a
product,
you're
building
your
project,
your
main
goal
is
try
to
engage
more
users
into
your
system.
A
You
you
need
to
like
satisfy
users.
So
if
you
choose
the
crypto
info,
which
has
maybe
worse
performance
than
the
AWS
S3
and
you
you
lose
your
universe,
so
I
mean
it's
it's
meaningless
for
you
to
use
the
things
right
you
you
should
start
users
at
first
and
then
I
observe
one
kind
of
use
case.
They
have
to
use
a
crypto
inference.
Let
me
give
you
examples.
A
So
that's
the
first
case,
I
know
when
game
companies,
one
game
company
and
they
weren't
used
to
deploy
the
error
like
the
data
transfers
on
AWS
and
then
during
maybe
around
three
weeks.
There
are
so
many
like
people
need
to
upgrade
their
version
of
their
game
right.
So
it's
like
a
game
package,
distribution
problems
and
they
pay
the
money
to
AWS.
A
They
even
pay
higher
than
the
rest
of
users
and
AWS
has
and
then
and
the
business
is
totally
legal
in
a
country
right
and
then
AWS
said,
looks
like
you
have
cost
me
so
much
so
many
resources,
even
though
you
paid
me,
even
though
you
are
totally
legal,
but
the
point
is
I.
A
A
Any
of
the
demands
right
so
I
can
ensure
you
that
next
month
or
two
months
later,
you
are
still
using
AWS.
So
during
that
case,
this
kind
of
gaming
company
they
have
used
so
many
AWS
resources
and
which
has
affects
the
rest
of
AWS
users.
So
during
their
period
I
would
say.
Okay,
you
need
to
leave
a
direct.
You
can't
use
our
cloud
service.
Even
though
you
are
totally
legal
you,
you
have
a
big
old
agreements.
A
The
AWS
will
kick
you
out
for
no
reason
right.
So
during
that
part
projects
like
them,
they
need
to
seek
some
solutions
which
will
not
restricted
for
real
readers
right.
They
they
pay
the
money.
They
are
very
rules,
they
can
use
a
service.
So
that's
the
first
case
they
will
choose
the
crypto
inference.
The
second
case
yeah
also
I,
have
experienced
people
like
that
they
are
ft
platform,
yeah,
quite
big
and
their
their
co-founder
told
me.
A
Hey
Sherlock
I
know
that
your
platform,
your
crypto
inference
Solutions,
may
not
as
good
as
like
fastly
or
ARS,
but
I
know
you
gotta,
be
the
part
of
the
future
infra.
So
right
now,
I'm
gonna
support
you
I,
don't
know.
I
I
know
sometimes
I
need
to
pay
the
extra
money
to
to
pay
some
cost,
but
I
want
to
support
you
right.
So
during
that
two
cases
I
found
the
adoption
of
cooking
first
gonna
be
much
more
easy
because
we
need
a
real
use
case.
A
People
who
can
be
benefited
from
the
web
2
info
stating
to
choose
web
frame
first
and
the
second
some
like
Pioneers.
They
want
to
support
you
and
to
make
the
things
x-ray
more
more
fastly.
So
that's
just
my
second
store
I
want
to
share
the
adoption
of
crypto
infra
and
also
for
people
who
may
meet
the
Dilemma
in
this
space.
You
can
refer
this
case
and
the
third
is
about
the
scheduling,
algorithm,
yeah
stories,
kind
of
like
a
problem.
I
want
to
share
with
you
so
when
try
to
solve
above
the
supermarket.
A
A
very
hard
problem
is
how
to
schedule
your
system
between
the
demand
and
Supply.
Let
me
give
you
example:
if,
right
now,
you
have
resources
which
generated
from
maybe
from
openc
and
open
C
generated
the
resources
from
San
Francisco
city,
and
then
you
need
to
like
get
these
resources
from
this
one,
because
people
join
the
so
many
lisp,
and
so
many
people,
maybe
solvents
or
10
000
people.
Here
they
say,
Okay
I
want
to
consume
data.
So
the
point
is
which
nodes
they
should
cache
the
files
from
San
Francisco.
A
How
many
times
he
should
write
now.
Cash
and
when
people
try
to
like
need
to
get
this
file,
which
node
should
be
respond
to
this
request,
something
like
maybe
not
not
easy
to
understand.
So
let
me
let
me
give
another
example.
When
I
try
to
understand
okay,
what
smash
Network,
the
bandwidth
Marketplace,
the
value
of
that
we're
checking
the
model.
I
found
it's
kind
of
like
uber.
A
You
know
the
Uber
has
very
good
things
like
they
solve
a
lot
of
people's
problems
and
I
read
an
article
from
Bill
Gurley.
He
is
The
Benchmark
and
the
early
investor
Uber.
He
said.
Okay,
the
best
value
Uber
took
to
the
world
is
you
know
before
the
Uber,
like
people
have
to
follow
the
same
way
to
walk
like
nine
or
eight
a.m,
to
office,
finish
the
walk
and
leave
the
office
at
maybe
five
or
six
pm
right.
Even
you
call
this.
Sometimes
people
say
we
often
flexible.
A
It's
just
like
you,
you
can
flexible,
you
can
go
to
office,
10
AM
and
leave
like
7
PM
right,
not
quite
flexible,
and
that
was
model
from
Uber
took
to
world.
Like
uber.
Give
you
the
right.
You
can
join
the
work
and
time
right.
I
was
took
a
uber
and
Joe
told
me
right
now:
it's
7
pm.
He
took
a
call,
he
said
it's
my
morning.
I
work
since
7
pm
and
I
leave
work
around
5
00
am
or
4
a.m.
So
he
said
this
is
his
schedule.
He
likes
night.
A
He
saw
he
choose
to
work
at
night
and
some
people
said
okay
right
now.
I
need
to
like
become
my
child,
so
I
need
to
stop
work
around
3,
P.M
and
then
I
can
continue
to
walk
since
maybe
10
pm.
So
this
is
right
that
Uber
took
to
the
world
or
to
the
people
who
said
you
can
choose
your
your
time
to
walk,
and
if
you
need
to
earn
more
extra
money
you
can
work
much
harder.
A
You
can
say:
okay,
I,
want
you
to
online
Uber
for
nine,
ten
or
even
hours
to
an
extra
part.
So
since
gonna
happen
in
American
life,
when
people
need
to
have
resources,
they
have
the
right
to
contribute
their
resources
by
their
own
into
a
marketplace.
Right,
I
don't
worry
about
whether
we
can
reach
10,
thousands
or
even
million
or
even
10,
millions
of
notes
or
supplies.
So
I
think
it's
it's
it's
not
easy.
It's
not
the
hardiest
problem
right
and
I.
Also
not
quite
worry
about
our
demand.
A
Side
looks
like
right
now:
crippling
free
is
hard
to
get
the
demand
users,
but
it
don't
happen
and
one
by
one
and
step
by
step,
maybe
one
or
two
or
at
most
five
years
it's
gonna
be
solved.
So
this
is
not
a
hard
problem.
The
really
hard
problem
is
how
to
match
each
other
like
your
supply
and
demand
like
let's
look
at
the
Uber
case
so
for
Uber,
the
part
is:
if
you
right
now
have
two
passengers
and
the
passengers
has
two
others.
They
say:
okay,
I
need
to
go
to
different
places.
A
They
are
from
different,
like
locations
so
also
right
now
we
have
two
cars,
maybe
around
this
city
and
the
best
strategy
like
scheduling
products
algorithm.
The
best
strategy
is
not
like
match
the
classic
car
to
close
the
passenger
and
sometimes
like
you
need
to
match
the
first
card
to
the
maybe
a
little
far
away
of
the
passenger
and
let
the
leather
car
to
match
the
first
passenger.
So
during
that
card
from
one
like
driver
or
phone
passenger
is
from,
maybe
you
give
me
a
strategy
which
is
not
quite
good.
A
But
if
you
look
the
global
city
right
or
maybe
the
global
system,
they
will
give
you
the
best
Organization
for
the
scheduling.
So
the
same
things
is,
if
you
make
the
frequency
much
higher
like
in
Uber
the
the
older
yes,
I
want
to
go
to
one
place
to
another
place
and
occur.
Come
here
to
pick
the
passenger
and
drop
on
fear
right.
A
Thousands
of
others
buy
a
bandwidth
Marketplace
in
like
Digital
World
in
the
internet,
maybe
10
minutes
ago,
have
one
million
of
orders
like
uber
match
each
other.
So
this
is
first
thing
how
to
schedule
the
contents
very
efficiently
and
very
quickly
right
now
we
use
the
very
easy,
like
Brute
Force
way
to
match
them,
give
them
a
global
table
and
match
with
the
same
location
but
I
guess
we
can
find
a
better
way
and
the
second
hard
thing
is
during
schedule
algorithm
how
to
distribute,
how
to
design
a
distributed
schedule
algorithm.
A
What's
the
meaning
of
distribution
or
decentralized,
the
meaning
is
it's.
You
can
always
Source
your
scheduling,
algorithm
and
anyone
else
can
deploy
your
algorithm
and
you
need
to
assume
that
in
same
people-
yes,
they
are,
they
are
selfish.
They
try
to
make
their
own
profit
the
most
right.
So
you
need
to
give
this
assumption
and
then
finally,
people
still
follow
rules
to
run
your
scheduling,
algorithm
right.
So
that's
the
second
second
thing,
so
we
need
to
solve
of
the
core
part.
A
I
I
talk
with
some
of
us
of
our
friends
and
our
teammates
and
our
advisors.
If
anyone
else
you
have
idea,
we
would
welcome
you
to
like
to
General
market
top
and
tell
us
those
opinion
how
to
solve
this
problem
when
you
try
to
make
it
happen.
So
this
is
first
three
stops
I
want
to
share
with
you
and
the
next
part
I
want
to
share
with,
like
our
corporations
like
how
right
now
we
have
achieved
from
Market.
A
Let
me
share
with
my
screens.
So
yes,
quite
easy
right,
I
have
I,
have
around
20
minutes,
so
the
first
part
is
a
mass
ipfs
traffic.
We
have
deployed
our
Gateway
and
you
can
see
that
it's
from
last
year,
November
to
middle
of
the
December,
we
have
catch
the
ipfs
traffic,
not
quite
big,
around
the
highest
guy.
The
day
is
five
terabytes
yeah,
but
still
good
still
good.
We
still
saw
people
using
things
and
then
also
we
cooperate
the
matters,
they
are
content
platform
and
they
deploy
our
new
Gateway.
A
The
3.0
version
on
theater,
like
the
public
gateways,
so
people
can
use
our
service
to
accelerate
the
files
of
ipfs
third
case
is
about
the
Phantom
yeah
wallet,
so
you
can
see
that
people
can,
when
people
have
some
like
nft
access
or
we
call
them
small
files
assets,
they
can
use
our
giveaway.
So
if
you
deploy,
maybe
I'm,
not
sure
which
December
starts,
you
choose,
so
you
choose
from
designer
storages
and
you
can
use
our
gateway
to
accelerate
them
and
the
four
cases
is
really
good.
It's
for
WordPress.
A
So
you
know
two
weeks
ago,
I
had
a
sharing
involved
that
called
sustainable,
blockchain,
Summit
and
I
share
with
them.
Wow
people
talking
about
the
we
build
a
crypto
infra.
We
build
lots
of
things,
but
why
we
just
directly
make
it
easy.
We
took
our
Solutions
into
the
web2
product
into
web
to
work
right.
People
are
familiar
with
WordPress
people
use
WordPress,
build
their
own
website
developers,
so
we
just
give
them
a
plugin
right.
You
can
install
the
plugin
and
you
can
use
the
web
screen
for
a
much
easier
way
right.
A
You
don't
need
to
install
Brave
metal
mask
close
anything
else,
just
try
it.
This
case
is
about
ets3
demo.
It's
really
good.
We
found
it
when
I
before
I
one
week
before
I
join
Dev
con.
So
we
found
eight
yeah
like
metallic,
has
his
own
website
it's
running
with
like
each
limo
and
and
some
like
ipfs
files,
so
we
can
give
them
a
giveaway
so
right
now
you
can
so
we
add
we
configure
Gateway,
and
you
have
a
new
link
here
and
we're
going
to
try
to
open
that.
A
You
have
found
a
redirection
to
one
of
our
nodes
and
they
will
show
you
the
metallic
websites,
pretty
cool
yeah
in
this
case.
I
want
to
share
with
you.
It's
really.
It's
really
good
and
it's
called
messing
with
the
m3us
video,
so
I
guess
people
right
now,
I'm
not
sure
like
well
how
many
people
they
have.
You
have
the
tech
background,
but
I'm
sure
it's
a
protocol
for
the
video
playing
on
browser
and,
most
of
time
we
will
use
that
to
play
for
the
live
streaming.
A
So
you
can
see
here.
We
right
now
have
ipfs
link
their
Gateway
Apple,
Store
ipfs
with
a
file
hash
and
then,
if
we
like
the
couple
that
we
found
that
they
have
lots
of
TS
files,
so
PS5
is
like
much
like
you
have
maybe
five
seconds
or
10
10
seconds
free.
A
So
during
that
part
we
can
add
the
matching
Gateway
for
them.
We
viewed
a
new
link
and
then
we
try
to
play
it.
So
we
try
to
evaluate
the
performance
from
the
the
akmai
yeah
I,
like
these
things.
It's
Ultraman
and
let's
see
the
data
here,
so
bandwidth
estimates
you
can
see
the
data
and
resource
download
events
and
HTML5
statistics
and
buffering
events
and
total
frames
and
job
frames
yeah.
So
that's
a
very
good
case
and
that's
also
the
things
we
write
about.
A
Try
to
support
more
well
with
the
ipfs's
official
Gateway,
so
that
people
can
use
things
and
they
can
maybe
check
they
can
they
can
have
the
live
streaming,
they
can
check
videos
and
they
can
like
have
a
very
good
web.
Rc
protocol
compatible,
so
people
just
like
using
the
normal
web
web
to
service
the
product
and
they
have
no
feelings
that
they're
already
using
the
web
screen
for
and
yeah.
The
final
case
is
about
the
difficulty.
A
It's
it's
still
in
the
early
stage,
but
we
proposed
the
data
center
come
credit
and
we
try
to
give
the
management
of
the
power
use
Effectiveness.
So
people
can
use
this
way
to
measure
that
whether
data
center
has
very
good
cooling
system,
the
50,
Effectiveness
and
second
utilization
rate,
and
then
we
make
a
table
so
that
if
we
can
give
up
ways
so
that
people
can
be
encouraged
to
choose
the
supplier
which
is
more
sustainable
and
then
maybe
a
few
years
later,
the
government
also
said
okay.
A
I
can
give
you
some
rewards,
just
like
the
credit
for
Ev
right,
so
people
can
be
maybe
somehow
punished
or
be
encouraged
to
run
in
the
sustainable.
In
the
center,
so
that's
the
things
we
try
to
offer
and
yeah.
So
that's
all
our
official
website
and
our
Twitter
welcome
to
follow
and
we
welcome
to
try
the
service.
B
A
Our
way
is
we
build
a
service
which
fulfill
the
people
fulfill
people's
needs
and
no
matter
it's
in
crypto
or
no
it's
in
Webster
or
not
so
they're
on
their
part.
Like
you
know,
we
took
the
product
to
the
to
the
WordPress
to
live
to
the
live
streaming
to
the
maybe
the
the
platform,
the
game,
type,
Pro,
sorry,
the
gaming
platform
and
the
YouTube
platform.
So
that's
the
things
excited
me
most
that
we
we
took
it
to
the
consumers.