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Date: Wed, 2 Apr 2025 08:09:55 -0700
From: RisingWave <jovana@risingwave.com>
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To: bruce@untroubled.org
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Subject: =?utf-8?Q?Building_Data_Systems_in_2025:_The_Dar?=
 =?utf-8?Q?k_Secret_Behind_=E2=80=9CS3_as_Primary_Storage"?=
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We are thrilled to welcome you to a webinar Building Data Systems in 2025: =
The Dark Secret Behind =E2=80=9CS3 as Primary Storage"

We are thrilled to welcome you to a webinar:

Building Data Systems in 2025:

The Dark Secret Behind =E2=80=9CS3 as Primary Storage"

=E2=80=9CS3 as Primary Storage=E2=80=9D has become the mainstream architect=
ure for modern data systems. From RisingWave to Chroma and WarpStream, a gr=
owing number of systems are adopting this model. But behind its scalability=
 and simplicity lies a hidden cost=E2=80=94literally. S3 is notorious for i=
ts high latency and steep access fees, which can quickly spiral out of cont=
rol in production.

In this webinar, Yingjun Wu from RisingWave (the leading stream processing =
system) and Hammad Bashir from Chroma (the leading vector database) will sh=
are how they=E2=80=99ve built cutting-edge data systems from the ground up =
using S3 as the foundation=E2=80=94and the real-world challenges they=E2=80=
=99ve faced while supporting large-scale, in-production workloads.

Speakers

Yingjun Wu -- Founder and CEO at RisingWave Labs

Hammad Bashir -- CTO at Chroma

Save Your Spot
(https://email.risingwave.com/e3t/Ctc/GH+113/d2Tnps04/VWL6vy816QwHW4VspGp6H=
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W6HXYsR8lzxXSW5DQ2Vj4yJVbqW1X_FRp6KyhvHW8QmLb63GCK8xf2b1FsW04 )

Risingwave Labs, 95 3rd St, 2nd Floor, San Francisco, CA

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<p style=3D"mso-line-height-rule:exactly; font-weight:normal; font-size:15p=
x; line-height:150%; text-align:center" data-l-s=3D"8492" align=3D"center">=
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x; line-height:150%; text-align:center" data-l-s=3D"8492" align=3D"center">=
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adding-right:10px">
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      <div class=3D"hse-column-container" style=3D"min-width:280px; max-wid=
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  <table role=3D"presentation" width=3D"600" cellpadding=3D"0" cellspacing=
=3D"0" style=3D"width:600px">
<![endif]-->
<div id=3D"column-5-0" class=3D"hse-column hse-size-12">
  <div id=3D"hs_cos_wrapper_module_17213961790961" class=3D"hs_cos_wrapper =
hs_cos_wrapper_widget hs_cos_wrapper_type_module" style=3D"color: inherit; =
font-size: inherit; line-height: inherit;" data-hs-cos-general-type=3D"widg=
et" data-hs-cos-type=3D"module"><table class=3D"hse-image-wrapper" role=3D"=
presentation" width=3D"100%" cellpadding=3D"0" cellspacing=3D"0">
  <tbody>
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      <td class=3D"hs_padded" align=3D"center" valign=3D"top" style=3D"font=
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:center; padding:10px 20px; font-size:0px">
        <img alt=3D"S3Primary Storage" src=3D"https://email.risingwave.com/=
hs-fs/hubfs/S3Primary%20Storage.png?width=3D1120&amp;upscale=3Dtrue&amp;nam=
e=3DS3Primary%20Storage.png" style=3D"outline:none; text-decoration:none; m=
ax-width:100%; font-size:16px" width=3D"560" align=3D"middle">
      </td>
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</table></div>
  <table role=3D"presentation" cellpadding=3D"0" cellspacing=3D"0" width=3D=
"100%" class=3D"" style=3D""><tbody><tr><td class=3D"hs_padded" style=3D"fo=
nt-family:Arial, sans-serif; font-size:15px; color:#23496d; word-break:brea=
k-word; padding:10px 20px"><div id=3D"hs_cos_wrapper_module_17213962379802"=
 class=3D"hs_cos_wrapper hs_cos_wrapper_widget hs_cos_wrapper_type_module" =
style=3D"color: inherit; font-size: inherit; line-height: inherit;" data-hs=
-cos-general-type=3D"widget" data-hs-cos-type=3D"module"><div id=3D"hs_cos_=
wrapper_module_17213962379802_" class=3D"hs_cos_wrapper hs_cos_wrapper_widg=
et hs_cos_wrapper_type_rich_text" style=3D"color: inherit; font-size: inher=
it; line-height: inherit;" data-hs-cos-general-type=3D"widget" data-hs-cos-=
type=3D"rich_text"><p style=3D"mso-line-height-rule:exactly; line-height:15=
0%">=E2=80=9CS3 as Primary Storage=E2=80=9D has become the mainstream archi=
tecture for modern data systems. From RisingWave to Chroma and WarpStream, =
a growing number of systems are adopting this model. But behind its scalabi=
lity and simplicity lies a hidden cost=E2=80=94literally. S3 is notorious f=
or its high latency and steep access fees, which can quickly spiral out of =
control in production.</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">&nbsp;</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%">In this webinar=
, Yingjun Wu from RisingWave (the leading stream processing system) and Ham=
mad Bashir from Chroma (the leading vector database) will share how they=E2=
=80=99ve built cutting-edge data systems from the ground up using S3 as the=
 foundation=E2=80=94and the real-world challenges they=E2=80=99ve faced whi=
le supporting large-scale, in-production workloads.</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%; font-weight:nor=
mal">&nbsp;</p>
<p style=3D"mso-line-height-rule:exactly; line-height:150%" data-l-s=3D"707=
96"><span style=3D"text-decoration: underline;"><span style=3D"font-weight:=
 normal;">Speakers</span></span><br>Yingjun Wu -- Founder and CEO at Rising=
Wave Labs<br>Hammad Bashir -- CTO at Chroma</p>
<p style=3D"mso-line-height-rule:exactly; line-height:175%">&nbsp;</p></div=
></div></td></tr></tbody></table>
  <table role=3D"presentation" cellpadding=3D"0" cellspacing=3D"0" width=3D=
"100%" class=3D"" style=3D""><tbody><tr><td class=3D"hs_padded" style=3D"fo=
nt-family:Arial, sans-serif; font-size:15px; color:#23496d; word-break:brea=
k-word; padding:10px 20px"><div id=3D"hs_cos_wrapper_module_17213963294353"=
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style=3D"color: inherit; font-size: inherit; line-height: inherit;" data-hs=
-cos-general-type=3D"widget" data-hs-cos-type=3D"module"><table align=3D"ce=
nter" border=3D"0" cellpadding=3D"0" cellspacing=3D"0" role=3D"presentation=
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      <td align=3D"center" valign=3D"middle" bgcolor=3D"#00a4bd" style=3D"f=
ont-family:Arial, sans-serif; font-size:15px; color:#23496d; word-break:bre=
ak-word; border-radius:8px; cursor:auto; background-color:#00a4bd; mso-padd=
ing-alt:12px 18px">
        <a href=3D"https://email.risingwave.com/e3t/Ctc/GH+113/d2Tnps04/VWL=
6vy816QwHW4VspGp6Hx9-_W3pvQRf5tWdpVN44_Dbq3qgyTW7lCdLW6lZ3mkW3k-FQ48Cqc6FW1=
__Qf-2snG6sV_FPpc83SztPW4JSH456tmqRvVn-Bhn248zzVW1dyGC25JYzk-W8z67cC7rVV9SW=
8KJTB05Rm35cW83SlgZ4Hwrf5W6tGHkl5_Bbd_W8FH2p_37sGx6W3zSGzr2HkGQvN5DX_BLHfnc=
KVyl3pK7jbB0NW78NNBM7k1FFpN1sRhmkMgR27W99F7r5213xSrN6T6BzPlDrRpW6QmrWW8J1-L=
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          <strong style=3D"color:#ffffff;font-weight:normal;text-decoration=
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general-type=3D"widget" data-hs-cos-type=3D"module"><table role=3D"presenta=
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serif; font-size:15px; color:#23496d; word-break:break-word; text-align:cen=
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        <p style=3D"font-family:Arial, sans-serif;font-size:12px;font-weigh=
t:normal;text-decoration:none;font-style:normal;color:#23496d">
          Risingwave Labs, 95 3rd St, 2nd Floor, San Francisco, CA
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