Hi Jiangke,

Thanks for the advice! I just wrote out a version of the proposal
<https://docs.google.com/document/d/1B5wejldjw8WznVXKp-crq5lUqpTJ4jTnCfdbUytPksA/edit?tab=t.0#heading=h.9qd6i3dt9zfx>
and
was wondering if you could give me some feedback? Thank you so much for
your time in answering my questions!

Best,
Lihang

On Wed, Mar 26, 2025 at 2:32 AM Jiangke Wu <xingfude...@apache.org> wrote:

> Hi Lihang (Charlie), Thank you for your interest in the Seata project and
> this GSoC initiative! Your background in distributed systems and cloud
> computing aligns well with the project's goals. To move forward, we’d like
> you to propose a design
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> Hi Lihang (Charlie),
>
> Thank you for your interest in the Seata project and this GSoC initiative!
> Your background in distributed systems and cloud computing aligns well with
> the project's goals.
>
> To move forward, we’d like you to propose a design outline for how you
> would implement metadata-driven load balancing and advanced routing in
> Seata. Here’s what we suggest:
>
> 1.Explain how you would extend Seata’s existing load balancing mechanism
> (e.g., LoadBalance interface) to incorporate dynamic metadata (e.g.,
> region, latency, resource usage).
>
> 2.Describe how metadata could be collected, stored, and propagated across
> Seata components (TC/Client).
>
> 3.Propose a routing strategy leveraging metadata (e.g., zone-aware routing,
> weighted routing based on node health).
>
> 4.Highlight potential performance tradeoffs and mitigation plans.
>
> 5.Timeline arrangement
>
>
> Best Regards,
> Jiangke Wu(xingfudeshi)
>
>
> On Wed, Mar 26, 2025 at 07:04 Charlie Shen <cs4...@columbia.edu> wrote:
>
> > Hello Seata Community,
> >
> > My name is Lihang (Charlie) Shen, a senior student at Columbia University
> > majoring in Computer Science. I learned about this GSoC idea and found it
> > worthwhile, and want to contribute to it! (Unlocking the Power of Metadata
> > in Apache Seata: From Load Balancing to Advanced Routing). Do you have any
> > recommended good first issue for this project?
> >
> > A bit about myself:
> > -I have experience in Java, C/C++, Python, and frameworks such as Spring,
> > Docker, and Kubernetes. My internship work involved building APls,
> > distributed task processing, and data pipelines(e.g., at HireBeat and
> > tHRive).
> > -Academically, i've taken courses in Operating Systems, Cloud Computing,
> > AdvancedSoftware Engineering, and NLP at Columbia, which gave me hands-on
> > exposure to concurrency, load balancing, and performance tuning. I've also
> > participated in hackathons (like the Innovate.DTCC Al Hackathon) and
> > open-source projects focusing on data workflow automation and distributed
> > architecture.
> >
> > Thank you so much for your time, and I have attached my resume for your
> > reference. I look forward to growing through this experience!
> >
> > Best regards,
> >
> > Lihang (Charlie) Shen
> > Email: cs4...@columbia.edu
> > GitHub: 
> > https://urldefense.proofpoint.com/v2/url?u=https-3A__github.com_charlhhhh&d=DwIFaQ&c=009klHSCxuh5AI1vNQzSO0KGjl4nbi2Q0M1QLJX9BeE&r=WzDyjreLNM97YWrAAOfBrtpp4efI8XEeUzMO8tr9wUw&m=2LJiFWwJG6_vE_DyYELSMFxDZ3mbB0S0q-8f5GDorPcXR2mPgYQ1by5XzHkLqc5B&s=m3I86LYrFC0NjZ5A45826PPSEDDr4nYGxMBftpFLdQs&e=
> > LinkedIn: 
> > https://urldefense.proofpoint.com/v2/url?u=https-3A__www.linkedin.com_in_lihang-2Dcharlie-2Dshen-2D2ab5b4204_&d=DwIFaQ&c=009klHSCxuh5AI1vNQzSO0KGjl4nbi2Q0M1QLJX9BeE&r=WzDyjreLNM97YWrAAOfBrtpp4efI8XEeUzMO8tr9wUw&m=2LJiFWwJG6_vE_DyYELSMFxDZ3mbB0S0q-8f5GDorPcXR2mPgYQ1by5XzHkLqc5B&s=9vfU5M3utcOJZK4cjDdg-vF9Q9T_4FXuHd1W9VixpAI&e=
> >
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