Istio Mini Summit talk from Banyan @ KubeCon North America 2017
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Demo video: https://player.vimeo.com/video/250058918. Istio is a new open-source platform to connect, manage and secure microservices. See how Banyan extends Istio with a visual policy engine to provide enterprise features such as application lock-down, service visibility, and audit, and also expands the mesh seamlessly to Kafka running in a traditional environment.
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This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
IEEE Aerospace and Electronic Systems Society as a Graduate Student Member
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Understanding Inductive Bias in Machine Learning
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
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Electric vehicle and photovoltaic advanced roles in enhancing the financial p...
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
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Low power architecture of logic gates using adiabatic techniques
The growing significance of portable systems to limit power consumption in ultra-large-scale-integration chips of very high density, has recently led to rapid and inventive progresses in low-power design. The most effective technique is adiabatic logic circuit design in energy-efficient hardware. This paper presents two adiabatic approaches for the design of low power circuits, modified positive feedback adiabatic logic (modified PFAL) and the other is direct current diode based positive feedback adiabatic logic (DC-DB PFAL). Logic gates are the preliminary components in any digital circuit design. By improving the performance of basic gates, one can improvise the whole system performance. In this paper proposed circuit design of the low power architecture of OR/NOR, AND/NAND, and XOR/XNOR gates are presented using the said approaches and their results are analyzed for powerdissipation, delay, power-delay-product and rise time and compared with the other adiabatic techniques along with the conventional complementary metal oxide semiconductor (CMOS) designs reported in the literature. It has been found that the designs with DC-DB PFAL technique outperform with the percentage improvement of 65% for NOR gate and 7% for NAND gate and 34% for XNOR gate over the modified PFAL techniques at 10 MHz respectively.
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Istio Mini Summit talk from Banyan @ KubeCon North America 2017
- 1. Extending Istio Security to Enterprises Lock-‐down, Visibility, and Audit Jayanth Gummaraju co-‐founder @ banyan https://istio.io https://banyanops.com
- 2. What is Istio? • A platform to manage micro-‐services? • A layer to configure security and operations? • A framework to deliver cloud-‐native applications? • Next-‐gen network virtualization? A brand new set of control points that can be transparently programmed
- 3. It’s all about the control points Internet Internet Internet sql kafka On-‐Prem AWS GCE Traffic Management Observability Security
- 4. Programming the control points Assembly C Go JSON Forms Graphs
- 5. Addressing security use cases • Lock-‐down • Who can talk to who, when, how, etc. • AuthNZ, TLS Encryption, Segmentation • Visibility • Who is talking to who, when, how, etc. • Policies/Roles, Access data, Containers/Processes • Audit • Historical logs of policy/role affix, unauth accesses, etc. • Help with Compliance (PCI-‐DSS 3.2, FIPS-‐140-‐2, …)
- 6. S2 Request Flows Pod S1 Network Stack Istio Proxy Pod Network Stack Istio Proxy App request S1 Cert w/ Svc Acct CI CI Cryptographic Identity mTLS Istio Mixer Policy Adapter Check() Allow/Deny
- 7. Visual policy adapter for mixer • Implementation • New Istio Auth template • New Istio Mixer adapter • Integrate with Banyan RBAC/ABAC Policy Engine, UI, etc. • Experience • Awesome docs and very modular code-‐base • Great support (esp. Zack!) • Deal with fast code churn
- 8. Demo Setup • Istio • Transparent encryption enforcement • AuthN using svc acct and CA • AuthZ policy enforcement • Banyan extensions • Visual policy engine • Per-‐host Visibility and Audit modules • Enterprise extensions and integrations
- 10. Main takeaways • Istio provides a pervasive platform to program control points • Transparent and Dynamic • Allows addressing a wide-‐range of security and operations use cases • We are barely scratching the surface • Abstraction used to program control points matters • Simplicity, Velocity, Security, Less error prone • Istio is awesome!
- 11. Thank you