. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 1.3 Frequently Asked Questions (FAQ) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 1.3.1 Installation Feature 1.2.1.1 Coming Soon. 1.2.2 PyFlink + Flink ML 1.2.2.1 Coming Soon. 1.3 Frequently Asked Questions (FAQ) 1.3.1 Installation issues 1.3.1.1 O1: Scala Dependency PyFlink only provides official installation duanchen staff 5.3K Oct 19 16:01 serializers.py (continues on next page) 1.3. Frequently Asked Questions (FAQ) 23 pyflink-docs, Release release-1.15 (continued from previous page) -rw-r--r-- 1 duanchen

. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 1.3 Frequently Asked Questions (FAQ) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 22 1.3.1 Installation Feature 1.2.1.1 Coming Soon. 1.2.2 PyFlink + Flink ML 1.2.2.1 Coming Soon. 1.3 Frequently Asked Questions (FAQ) 1.3.1 Installation issues 1.3.1.1 O1: Scala Dependency PyFlink only provides official installation duanchen staff 5.3K Oct 19 16:01 serializers.py (continues on next page) 1.3. Frequently Asked Questions (FAQ) 23 pyflink-docs, Release release-1.16 (continued from previous page) -rw-r--r-- 1 duanchen

Contributor Experience Get Involved Ask Questions ● Join our Slack and interact live with other members of the Istio community. ● Bring your particular Istio questions to the gamified wizards of Stack Overflow #istiocon slack channel on slack.istio.io for follow up questions • Reach out to cncfcolocatedevents@linuxfoundation.org for any other questions Thank you to our Diamond Sponsor!

3a6f8a4f9 Another Approach: ? ? → ?(?) ▪ Explicitly enforce https://stats.stackexchange.com/questions/188903/intuition-on-the-kullback-leibler-kl- divergence Intuitively comprehend KL(p◎q) Maximize ▪ Evidence Lower BOund How to compute KL between ? ? ??? ?(?) https://stats.stackexchange.com/questions/7440/kl-divergence-between-two-univariate- gaussians ? ?? ~ ? ?1, ?1 2 q ?? ~ ?(?2, ?2 2) Sample()

problem using gradient de- scent method with the initialization θ = 0, and answer the following questions: 1. Assume ϵ = 10−6. How many iterations are required to achieve conver- gence? Note that gradient your results. Newton’s method often converges in 5-15 iterations. Finally, answer the following questions. 1. What values of θ did you get when achieving convergence? 2. Show how L is decreased iteratively

results from NVME clusters • Write path improvements results from NVME clusters • Summary • Questions Ozone Architecture Why does Ozone Scale? Separation of concerns Ozone Manager Ozone Client Token verification (SHA256withRSA) HDDS-7256 Contributions welcome! github.com/apache/ozone/ Questions?

○ Long-lived batches (ML) ○ Web platforms ● How do you define a common answer to the previous questions? ○ It’s nearly impossible ○ At best, requires to involve each owner and brainstorm it 58 Istio Istio proxy performance and capacity Adopting Istio ● When load-testing a service Istio sidecar, questions to ask: ○ How many RPS without Istio? ○ How many hops per request? ■ Single request per call

computation cost, memory cost, amount of training data, and the training latency. It addresses questions like: ● How long does the model take to train? ● How many devices are needed for the training model is deployed and is in the prediction mode. Hence, inference efficiency primarily deals with questions that someone deploying a model would ask. Is the model small, is it fast, etc.? More concretely

integrated into their projects or have questions about fuzzing are encouraged to visit the dedicated cncf-fuzzing repository https://github.com/cncf/cncf-fuzzing where questions and queries are welcome. 1 https://github

personnel and Cure53 was invited to join the relevant project channel, which was then used for questions and feedback, as well as broader verifications of testing and auditing ideas or directions. Cure53 important to first establish and agree upon the threat model. For this, Dapr should pose and answer questions such as: What do we need to protect? Where are our security boundaries? This will act